Patent Publication Number: US-2018030547-A1

Title: Blood-based gene detection of non-small cell lung cancer

Description:
The present invention pertains to a method for the detection of non-small cell lung cancer (NSCLC) based on the abundance of particular RNAs from blood samples, as well as diagnostic tools such as kits and arrays suitable for such method. 
     BACKGROUND OF THE INVENTION 
     Lung cancer is still the leading cause of cancer related death worldwide. Prognosis has remained poor with a disastrous two-year survival rate of only about 15% due to diagnosis of the disease in late, i.e. incurable stages in the majority of patients (Jemal, A. et al., CA Cancer J. Clin., 58: 71-96 (2008)) and still disappointing therapeutic regimens in advanced disease (Sandler, A. et al., N. Engl. J. Med., 355: 2542-50 (2006)). Thus, there is an urgent need to establish reliable tools for the identification of non-small cell lung cancer (NSCLC) patients at early stages of the disease e.g. prior to the development of clinical symptoms. Today, the only way to detect non-small cell lung cancer is by means of imaging technologies detecting morphological changes in the lung in combination with biopsy specimens taken for histological examination. However, these screening approaches are not easily applied to secondary prevention of non-small cell lung cancer in an asymptomatic population (Henschke, C. I. et al., N. Engl. J. Med., 355: 1763-71 (2006)). 
     The use of surrogate tissue-based, e.g. blood-based, biomarkers for non-small cell lung cancer might therefore circumvent the known pitfalls of imaging technologies and invasive diagnostics ((Henschke, C. I. et al., N. Engl. J. Med., 355: 1763-71 (2006); Bach, P. B. et al., Chest, 132: 69S-77S (2007)). Such biomarkers might be utilized to direct imaging based and invasive screening approaches to only those individuals identified as potential non-small cell lung cancer patients by biomarker screening. 
     Array-based assessment of disease-specific gene expression patterns in peripheral blood mononuclear cells (PBMC) have been reported for non-malignant (Staratschek-Jox, A. et al., Expert Review of Molecular Diagnostics, 9: 271-80 (2009)) and malignant diseases including renal cell carcinoma, melanoma, bladder, breast and lung cancer (Burczynski, M. E. et al., Clin. Cancer Res., 11: 1181-9 (2005); Twine, N. C. et al., Cancer Res., 63: 6069-75 (2003); Sharma, P. et al., Breast Cancer Res., 7: R634-44 (2005); Osman, I. et al., Clin. Cancer Res., 12:3374-80 (2006); Critchley-Thorne, R. J. et al., PLoS Med., 4: e176 (2007); Showe, M. K. et al., Cancer Res., 69: 9202-10 (2009)). In some cases, gene expression profiles derived from PBMC were even suggested as promising tools for early detection (Sharma, P. et al., Breast Cancer Res., 7: R634-44 (2005); Showe, M. K. et al., Cancer Res., 69: 9202-10 (2009)) or prediction of prognosis (Burczynski, M. E. et al., Clin. Cancer Res., 11: 1181-9 (2005)), albeit these findings have not yet been validated in independent studies. Furthermore, circumventing known pitfalls of analyzing PBMC in a clinical setting (Debey, S. et al., Pharmacogenomics J., 4: 193-207 (2004); Debey, S. et al., Genomics, 87: 653-64 (2006)) by using stabilized RNA derived from whole blood would further strengthen the validity of blood-based surrogate biomarkers for early diagnosis of lung cancer and other malignant diseases. 
     DESCRIPTION OF THE INVENTION 
     The inventors have shown for the first time that measuring the abundance of a set of at least 5 different RNAs, possibly stemming from the transcription of genes, from a sample of whole blood allows for a highly accurate prediction of whether a human individual suffers from non-small cell lung cancer or not. Thus, a means for detecting or diagnosing non-small cell lung cancer is provided that is based on a minimally invasive method such as drawing a blood sample from a patient. 
     In this context, the invention teaches a test system that is trained in detection of a non-small cell lung cancer, comprising at least 5 RNAs, which can be quantitatively measured on an adequate set of training samples, with adequate clinical information on carcinoma status, applying adequate quality control measures, and on an adequate set of test samples, for which the detection yet has to be made. Given the quantitative values for the biomarkers and the clinical data for the training, a classifier can be trained and applied to the test samples to calculate the probability of the presence of the non-small cell lung cancer. The 484 RNAs of the invention are defined in particular in table 2 and are characterized through their nucleotide sequence or further through synonymous probe IDs provided in table 2. It is noted that the abundance of a particular RNA may be determined using different probe IDs, as known in the art. 
     Therefore, the inventors provide a means for diagnosing or detecting NSCLC in a human individual with a sensitivity and specificity (as shown e.g. by the area under the curve (AUC) values in lists 1 to 51), as it has thus far not yet been described for a blood-based method. 
     In a first aspect, the invention provides a method for the detection of non-small cell lung cancer (NSCLC) of any clinical stage in a human individual based on RNA obtained from a blood sample obtained from the individual. Such a method comprises at least the following two steps: Firstly, the abundance of at least 5 RNAs that are chosen from the RNAs listed in Table 2 is determined in the sample. Secondly, based on the measured abundance, it is concluded whether the patient has NSCLC or not. 
     In preferred embodiments of the invention, the abundance of at least 6 RNAs, of at least 7 RNAs, of at least 11 RNAs, of at least 16 RNAs, of at least 21 RNAs, of at least 25 RNAs, or of at least 34 RNAs that are chosen from the RNAs listed in Table 2 is determined, respectively. Reference is made in this context to lists 1 to 51, which show exemplary embodiments of sets of RNAs whose abundance can be measured in the method of the invention. For each set of RNAs, the AUC is provided, which is a quantitative parameter for the clinical utility (specificity and sensitivity) of the invention. 
     In a preferred embodiment of this method, it comprises determining the abundance of the RNAs specified in  FIG. 2B . 
     In further preferred embodiments of the invention, the abundance of at least 5 RNAs from the RNAs listed in Table 2 is measured, wherein at least one RNA that is chosen from the group consisting of SEQ ID NOs:72 (PLSCR1), 85 (VPREB3), 99 (NT5C2), 146 (BTN3A2), 183 (ANKMY1) and 283 (BLR1) is excluded from the measurement. In preferred embodiments, at least two RNAs that are chosen from the group consisting of SEQ ID NOs:72, 85, 99, 146, 183 and 283, or all six RNAs from the group consisting of SEQ ID NOs:72, 85, 99, 146, 183 and 283 are not measured. In the latter case the abundance of at least 5 RNAs is measured that are listed in Table 2 and that are chosen from the group consisting of SEQ ID NOs: 1-71, 73-84, 86-98, 100-145, 147-182, 184-282 and 284-484. It is understood that the embodiments of the method of the invention that avoid the determination of the abundance one or more of the RNAs of SEQ ID NOs:72, 85, 99, 146, 183 and 283 are at least equally sensitive as those including the determination of said RNAs. An RNA obtained from an individual&#39;s blood sample, i.e. an RNA biomarker, is an RNA molecule with a particular base sequence whose presence within a blood sample from a human individual can be quantitatively measured. The RNA can e.g. be mRNA, cDNA, unspliced RNA, or fragments of any of the before mentioned molecules. 
     The term “abundance” refers to the amount of RNA in a sample of a given size. In a preferred embodiment, the term “abundance” is equivalent to the term “expression level”. The term “whole blood” refers to a sample of blood taken from a human individual for which no separation of particular fractions of the blood is performed. In particular, no separation of a certain type of blood cell or of blood cells in general needs to be performed, since the whole blood sample is used in the present invention. This allows for easier handling and shipping of the blood samples compared to methods in which the blood sample is separated into different fractions. 
     Lung Cancer is subdivided into two major histological and clinical groups: Small Cell Lung Cancer and Non Small Cell Lung Cancer (WHO Lung Cancer classification, Travis et al., IARC Press 2004). The UICC based staging system has recently been revised. All data obtained for this study were based on the UICC based staging system version 6 (Travis et al., JTO 2008). 
     The conclusion whether the patient has NSCLC or not may comprise, in a preferred embodiment of the method, classifying the sample as being from a healthy individual or from an individual having NSCLC based on the specific difference of the abundance of the at least 5 RNAs in healthy individuals versus the abundance of the at least 5 RNAs in individuals with NSCLC in a reference set. In the present method, a sample can be classified as being from a patient with NSCLC or from a healthy individual without the necessity to run a reference sample of known origin (i.e. from an NSCLC patient or a healthy individual) at the same time. 
     In a preferred embodiment the method of the invention is a method for the detection of NSCLC in a human individual based on RNA obtained from a blood sample obtained from the individual, comprising: 
     determining the abundance of at least 5 RNAs in the sample that are chosen from the RNAs listed in Table 2, and 
     classifying the sample as being from a healthy individual or from an individual having NSCLC based on the specific difference of the abundance of the at least 5 RNAs in healthy individuals versus the abundance of the at least 5 RNAs in individuals with NSCLC. Particularly preferred for this method is that the abundance of at least 7 RNAs, of at least 11 RNAs, of at least 16 RNAs, of at least 21 RNAs, of at least 25 RNAs, or of at least 34 RNAs chosen from the RNAs listed in Table 2 is determined. 
     The conclusion or test result whether the individual has NSCLC or not is preferably reached on the basis of a classification algorithm, such as a support vector machine, a random forest method, or a K-nearest neighbor method, as known in the art. The conclusion or test result whether the individual has NSCLC or not is preferably reached on the basis of a classification algorithm, such as a support vector machine, as known in the art. 
     For the development of a model that allows for the classification for a given set of biomarkers, such as RNAs, only those methods are needed that are generally known to a person of skill in the art. 
     The major steps of such a model are: 
     1) condensation of the raw measurement data (for example combining probes of a microarray to probeset data, and/or normalizing measurement data against common controls); 
     2) training and applying a classifier (i.e. a mathematical model that generalizes properties of the different classes (NSCLC vs. healthy individual) from the training data and applies them to the test data resulting in a classification for each test sample. 
     The key component of these classifier training and classification techniques is the choice of RNA biomarkers that are used as input to the classification algorithm. The classification is in one embodiment achieved by applying a Prediction Method for Support Vector Machines (hereinafter SVM; David Meyer based on C++-code by Chih-Chung Chang and Chih-Jen Lin), which predicts values based upon a model trained by svm. 
     Usage: 
     ## S3 method for class ‘svm’: 
     predict(object, newdata, decision.values=FALSE, 
     probability=FALSE, . . . , na.action=na.omit) 
     Arguments:
         Object Object of class “svm”, created by svm.   Newdata A matrix containing the new input data. A vector will be transformed to a n×1 matrix.   decision.values Logical controlling whether the decision values of all binary classifiers computed in multiclass classification shall be computed and returned.   Probability Logical indicating whether class probabilities should be computed and returned. Only possible if the model was fitted with the probability option enabled.   na.action A function to specify the action to be taken if ‘NA&#39;s are found. The default action is na.omit, which leads to rejection of cases with missing values on any required variable. An alternative is na.fail, which causes an error ifNA cases are found. (NOTE: If given, this argument must be named.)   Currently not used.       

     A vector of predicted values (for classification: a vector of labels, for density estimation: a logical vector). If decision.value is TRUE, the vector gets a “decision.values” attribute containing a n×c matrix (n number of predicted values, c number of classifiers) of all c binary classifiers&#39; decision values. There are k*(k−1)/2 classifiers (k number of classes). The colnames of the matrix indicate the labels of the two classes. If probability is TRUE, the vector gets a “probabilities” attribute containing a n×k matrix (n number of predicted values, k number of classes) of the class probabilities. 
     If the training set was scaled by svm (done by default), the new data is scaled accordingly using scale and center of the training data. 
     The specific SVM algorithm suitable for the method of the invention is shown in Table 3. 
     The determination of the expression profiles of the RNAs described herein is performed in a blood-based fashion. In particular, blood samples are used in the method of the invention. Methods for determining the expression profiles therefore comprise e.g. in situ hybridization, PCR-based methods, sequencing, or preferably microarray-based methods. 
     The conclusion of a sample as stemming from a healthy individual or from an individual with NSCLC is based on increases or decreases in the abundance of the RNAs in the sample compared to reference values. Specifically, an increase of the abundance preferably provides for a change of &gt;1.1, &gt;1.2, or &gt;1.3. A decrease of the expression preferably provides for a change &lt;0.9, &lt;0.8, or &lt;0.7 relative to the respective expression in healthy individuals. 
     The abundance can e.g. be determined with an RNA hybridization assay, preferably with a solid phase hybridization array (microarray), or with a real-time polymerase chain reaction, or through sequencing. Preferably, the abundance of the at least 5 RNAs of Table 2 is determined through a hybridization with probes. Such a probe may comprise 12 to 150, preferably 25 to 70 consecutive nucleotides with a sequence that is reverse complementary to at least part of the RNA whose abundance is to be determined, such that a specific hybridization between the probe and the RNA whose abundance is to be determined can occur. 
     In another aspect, the invention refers to a solid phase hybridization array (microarray) for the detection of NSCLC based on a blood sample from a human individual. Such an array comprising probes for detecting at least 5 of the RNAs that are chosen from the RNAs listed in Table 2. Preferably, the array comprises probes for detecting at least 6 RNAs, of at least 7 RNAs, of at least 11 RNAs, of at least 16 RNAs, of at least 21 RNAs, of at least 25 RNAs, or of at least 34 RNAs that are chosen from the RNAs listed in Table 2, respectively. It is further preferred that said probes for detecting said at least 5 RNAs from the RNAs listed in Table 2 exclude probes for detecting one, or two, or all six of the RNAs that is chosen from the group consisting of SEQ ID NOs:72, 85, 99, 146, 183 and 283. In particularly preferred embodiments, the probes for detecting the at least 5 RNAs as listed in Table 2 are chosen from the group consisting of SEQ ID NOs: 1-71, 73-84, 86-98, 100-145, 147-182, 184-282 and 284-484. 
     A microarray includes a specific set of probes, such as oligonucleotides and/or cDNA&#39;s (e.g. ESTs) corresponding in whole or in part, and/or continuously or discontinuously, to regions of RNAs that can be extracted from a blood sample of a human individual; wherein the probes are localized onto a support. The probes can correspond in sequence to the RNAs of the invention such that hybridization between the RNA from the individual and the probe occurs, yielding a detectable signal. This signal can be detected and together with its location on the support can be used to determine which probe hybridized with RNA from the individual&#39;s blood sample. 
     In another aspect, the invention refers to the use of a hybridization array as described above and herein for the detection of NSCLC in a human individual based on RNA from a blood sample obtained from the individual, comprising determining the abundance of at least 5 RNAs, preferably at least 7 RNAs, stemming from the 484 genes listed in Table 2 in the sample. 
     In another aspect, the invention refers to a kit for the detection of NSCLC, comprising means for determining the abundance of at least 5, preferably at least 7 out of 484 RNAs in the sample that are chosen from the RNAs listed in table 2. Preferably said kit comprises means for determining the abundance of at least 5 RNAs chosen from the RNAs listed in Table 2, wherein the means for determining one, or two, or all six of the RNAs that is chosen from the group consisting of SEQ ID NOs:72, 85, 99, 146, 183 and 283 are excluded. In particularly preferred embodiments, the kit comprises means for determining the abundance of at least 5 RNAs as listed in Table 2 that are chosen from the group consisting of SEQ ID NOs: 1-71, 73-84, 86-98, 100-145, 147-182, 184-282 and 284-484. 
     Such a kit may comprise probes and/or a microarray as described above and herein. Specifically, the kit preferably comprises probes, which in turn comprise 15 to 150, preferably 30 to 70 consecutive nucleotides with a reverse complementary sequence to the at least 5 RNAs (or more, as disclosed above and herein) whose abundance is to be determined. Alternatively, the kit preferably comprises a microarray comprising probes with a reverse complementary sequence to the at least 5 RNAs whose abundance is to be determined. Optionally, the kit may further comprise a mixture of at least 5 of the RNAs of table 2 in a given amount or concentration for use as a standard and/or other components, such as solvents, buffers, labels, primers and/or reagent. 
     The expression profile of the herein disclosed at least 5 RNAs (or more, as disclosed above and herein) is determined, preferably through the measurement of the quantity of the mRNA of the marker gene. This quantity of the mRNA of the marker gene can be determined for example through chip technology (microarray), (RT-) PCR (for example also on fixated material), Northern hybridization, dot-blotting, sequencing, or in situ hybridization. 
     The microarray technology, which is most preferred, allows for the simultaneous measurement of RNA abundance of up to many thousand gene products and is therefore an important tool for determining differential expression in this context, in particular between two biological samples or groups of biological samples. As will be understood by a person of skill in the art, the analysis can also be performed through single reverse transcriptase-PCR, competitive PCR, real time PCR, differential display RT-PCR, Northern blot analysis, sequencing, and other related methods. In general, the larger the number of markers is that are to be measured, the more preferred is the use of the microarray technology. 
     Measurements can be performed using the complementary DNA (cDNA) or complementary RNA (cRNA), which is produced on the basis of the RNA to be analyzed, e.g. using microarrays. A great number of different arrays as well as their manufacture are known to a person of skill in the art and are described for example in the U.S. Pat. Nos. 5,445,934; 5,532,128; 5,556,752; 5,242,974; 5,384,261; 5,405,783; 5,412,087; 5,424,186; 5,429,807; 5,436,327; 5,472,672; 5,527,681; 5,529,756; 5,545,331; 5,554,501; 5,561,071; 5,571,639; 5,593,839; 5,599,695; 5,624,711; 5,658,734; and 5,700,637. 
     Using three independent data sets of patients and controls, the validity of whole blood-based gene expression profiling for the detection of NSCLC patients among smokers was investigated. It is shown that RNA-stabilized blood samples allow for the identification of NSCLC patients among hospital based controls as well as healthy individuals. 
     Using RNA-stabilized whole blood from smokers in three independent sets of NSCLC patients and controls, the inventors present a gene expression based classifier that can be used as a biomarker to discriminate between NSCLC cases and controls. The optimal parameters of this classifier were first determined by applying a classical 10-fold cross-validation approach to a training set consisting of NSCLC patients (stage I-IV) and hospital based controls (TS). Subsequently this optimized classifier was successfully applied to two independent validation sets, namely VS1 comprising NSCLC patients of stage I-IV and hospital based controls (VS1) and VS2 containing patients with stage I NSCLC and healthy blood donors. This successful application of the classifier in both validation sets underlines the validity and robustness of the classifier. Extensive permutation analysis using random feature lists and the possibility of building specific classifiers independently of the composition of the initial training set further support the specificity of the classifier. The inventors found no associations between stage of disease and the probability score assigned to each sample. In addition, the inventors observed no association between other cancers and the probability score of the controls (data not shown). But controls without documented morbidity (controls in VS2) tend to have lower probability scores to be a case as compared to controls with documented morbidity, although this was not statistically significant. 
     The gene set used to build the classifier was enriched in genes related to immune functions. The inventors therefore postulate, without wanting to be bound by theory, that the classifier is based on the transcriptome of blood-based immune effector cells rather than influenced by the occurrence of rare tumor cells occasionally detected in blood of cancer patients although this possibility cannot be ruled out (Nagrath, S. et al., Nature, 450: 1235-9 (2007)). Moreover, the lack of NSCLC tumor cell specific transcripts e.g. TTF1, cytokeratins or hTERT in the inventors&#39; classifier points into the same direction. Gene set enrichment analysis (Osman, I. et al., Clin. Cancer Res., 12:3374-80 (2006)) of the gene set used in the inventors&#39; diagnostic approach in comparison with published expression datasets from a variety of cancer entities (Segal, E. et al., Nat. Genet., 36: 1090-8 (2004)) revealed an significant overlap with 26% of the lung cancer tissue specific gene expression profiles. Since NSCLC tissue consists of tumor cells, immune and stromal cells (Critchley-Thorne, R. J. et al., PLoS Med., 4: e176 (2007)) the inventors presume that the similarities of both gene sets is due to a similar regulation of genes present in immune cells in NSCLC tissue and peripheral blood of NSCLC patients. These findings are in line with data demonstrating tumor-induced alteration of the immune system in mice (Burczynski, M. E. et al., Clin. Cancer Res., 11: 1181-9 (2005); Twine, N. C. et al., Cancer Res., 63: 6069-75 (2003)) and in men (Showe, M. K. et al., Cancer Res., 69: 9202-10 (2009); Keller, A. et al., BMC Cancer, 9: 353 (2009)). 
     Recently, Showe, M. K. et al., Cancer Res., 69: 9202-10 (2009) reported a NSCLC associated gene expression signature derived from PBMC of predominantly early stage NSCLC patients. Also in this study an enrichment of immune-associated pathways in the signature was observed further indicating that the alteration of the immune system might be a common feature already during the initial phase of NSCLC development. Since the inventors used RNA-stabilized whole blood and not PBMC for analysis, the signature identified by Showe et al. could not be used in the inventors&#39; dataset to distinguish between cases and controls. The same holds true when applying the inventors&#39; classifier to the published data set. Findings derived from several of the inventors&#39; own studies further underline that signatures derived from PBMC and RNA-stabilized whole blood samples cannot be directly compared (Debey, S. et al., Pharmacogenomics J., 4: 193-207 (2004); Debey, S. et al., Genomics, 87: 653-64 (2006)). However, for clinical applicability and robustness, RNA-stabilized approaches reveal more reliable results in a multi-center setting (Debey, S. et al., Genomics, 87: 653-64 (2006)). 
    
    
     
       DESCRIPTION OF THE FIGURES 
         FIG. 1 : Experimental design. In the training data set (TS) the optimal classifier was established, and then applied to two validation data sets (VS1 and VS2). To test the specificity of this optimized classifier additional 1000 classifiers using random feature lists of equal size were permuted and applied to validation set 1 and 2. SVM=support vector machine, LDA=linear discrimination analysis, PAM=prediction analysis of microarrays, NSCLC=non-small cell lung cancer. 
         FIG. 2 : (A) Identification of the optimal algorithm for a classification based on the training set. The mean area under the receiver operator curve (AUC) is plotted against the cut-off p value of the T-statistics for feature selection for all three algorithms (SVM, LDA, PAM) in the 10-fold cross-validation of the training set. SVM leads to the highest mean AUC (mean AUC=0.754) at a cut-off p-value of 0.003 which is highlighted by a dotted line. (B) The fold change of the genes with the most significant changes (p&lt;0.003, fold change &gt;1.3 or &lt;0.7, absolute difference &gt;80) are shown. All transcripts used in the optimized classifier are given in Table 2. 
         FIG. 3 : Performance of optimized classifier in validation set 1 and 2, respectively. The classifier established in the training set was applied to validation data set 1 and 2 respectively using SVM. (A) Receiver operating characteristic (ROC) curve for the optimized classifier applied to validation set 1 (VS1: all stage NSCLC patients and hospital based controls) AUC=0.824, p&lt;0.001. (B) The box plot comprises 1000 AUCs obtained by using 1000 random list of 484 features to build the classifier in TS and then apply it to VS1. The real AUC using the specific classifier (see Figure, 3A) is depicted. (C) ROC curve for the optimized classifier applied to validation set 2 (VS2: stage I NSCLC patients, healthy controls) AUC=0.977 (p&lt;0.001). (D) The box plot comprises AUCs obtained by applying 1000 randomly permutated classifiers of same feature size to validation set 2. The real AUC using the specific classifier (see Figure. 3C) is depicted. (E) Test scores to be a case of all samples from VS1 and VS2 were ranked. NSCLC cases are marked in grey and controls in black. Cases with stage I NSCLC are indicated by ▴. Membership in a specific cohort is indicated by a vertical line underneath the graph (VS1 upper row, VS2 lower row). A horizontal line is drawn at the threshold defined in TS. 
     
    
    
     DESCRIPTION OF THE LISTS 
     Lists 1 to 51 show exemplary sets of RNAs whose abundance in a blood sample from a human individual can be determined according to the invention to detect NSCLC in the individual. Each list shows a set of RNAs (defined by accession number and probe ID) with an area under the curve (AUC) of at least 0.8. The AUC is a quantitative parameter for the clinical utility (specificity and sensitivity) of the detection method described herein. An AUC of 1.0 refers to a sensitivity and specificity of 100%. 
     EXAMPLES 
     The invention is further described in the following non-limiting examples. 
     Material and Methods 
     Cases and controls: NSCLC cases and hospital based controls were recruited at the University Hospital Cologne and the Lung Clinic Merheim, Cologne, Germany. Healthy blood donors were recruited at the Institute for Transfusion Medicine, University of Cologne. From all individuals, PAXgene stabilized blood samples were taken for blood-based gene expression profiling. For all NSCLC cases, blood was taken prior to chemotherapy. To establish and validate a NSCLC specific classifier, 3 independent sets of cases and controls were assembled. The training set (TS) comprised 77 individuals. 35 of those represent NSCLC cases of stage I-IV admitted to the hospital with symptoms of non-small cell lung cancer (coughing, dyspnea, weight loss or reduction in general health state) and 42 were hospital based controls with a comparable comorbidity but no prior history of lung cancer. The validation set 1 (VS1, n=54) likewise contained 28 NSCLC cases of stage I-IV and 26 hospital based controls. Overall, the hospital based controls in TS and VS1 enclosed individuals suffering from advanced chronic obstructive pulmonary disease (COPD) as typically seen in a population of heavily smoking adults (TS: n=7 VS1: n=5). Other diseases such as hypertension (TS: n=17, VS: n=11) or other malignancies (TS: n=10; VS1: n=6) were also observed in the group of hospital based controls. The validation set 2 (VS2, n=102) contained 32 NSCLC cases that had documented stage I NSCLC and were diagnosed mostly during routine chest-rays or due to clinical workup of unspecific symptoms such as reduced general health status. All individuals had an ECOG performance status of 0. In addition VS2 contains 70 healthy blood donors without prior history of lung cancer. Detailed information on cases and controls are summarized in Table 1. The analyses were approved by the local ethics committee and all probands gave informed consent. 
     Blood collection, cRNA synthesis and array hybridization: Blood (2.5 ml) was drawn into PAXgene vials. After RNA isolation biotin labeled cRNA preparation was performed using the Ambion® Illumina RNA amplification kit (Ambion, UK) or Epicentre TargetAmp™ Kit (Epicentre Biotechnologies, USA) and Biotin-16-UTP (10 mM; Roche Molecular Biochemicals) or Illumina® TotalPrep RNA Amplification Kit (Ambion, UK). Biotin labeled cRNA (1.5 μg) was hybridized to Sentrix® whole genome bead chips WG6 version 2, (Illumina, USA) and scanned on the Illumina® BeadStation 500×. For data collection, the inventors used Illumina® BeadStudio 3.1.1.0 software. 
     Quality control: For RNA quality control the ratio of the OD at wavelengths of 260 nm and 280 nm was calculated for all samples and was between 1.85 and 2.1. To determine the quality of cRNA, a semi-quantitative RT-PCR amplifying a 5′ prime and a 3′ prime product of the β-actin gene was used as previously described (Zander T. et al., J. Med. Biol. Res., 39: 589-93 (2006)) and demonstrated no sign of degradation with the 5′ prime and a 3′ prime product being present. All expression data presented in this manuscript were of high quality. Quality of RNA expression data was controlled by different separate tools. First, the inventors performed quality control by visual inspection of the distribution of raw expression values. Therefore, the inventors constructed pairwise scatterplots of expression values from all arrays (R-project Vs 2.8.0) (Team RDC. R: A language and environment for statistical computing. R Foundation for Statistical Computing (2006)). For data derived from an array of good quality a high correlation of expression values is expected to lead to a cloud of dots along the diagonal. In all comparisons the r 2  was above 0.95. Second the present call rate was high in all samples. Finally, the inventors performed quantitative quality control. Here, the absolute deviation of the mean expression values of each array from the overall mean was determined (R-project Vs 2.8.0) (Team RDC. R: A language and environment for statistical computing. R Foundation for Statistical Computing (2006)). In short, the mean expression value for each array was calculated. Next the mean of these mean expression values (overall mean) was taken and the deviation of each array mean from the overall mean was determined (analogous to probe outlier detection used by Affymetrix before expression value calculation) (Affymetrix. Statistical algorithms description document; http://www.affymetrix.com/support/technical/whitepapers/sadd_whitepaper.pdf (2002)). The deviation was below 28 for all samples. 
     Classification algorithm: An overview of the experimental design is depicted in  FIG. 1 . Expression values were independently quantile normalized. The classifier for NSCLC was built and optimized based on the training set (TS, n=77; 35 NSCLC cases stage I-IV and 42 hospital based controls) using a 10 fold cross-validation design. Briefly TS was divided 10 times into an internal training and an internal validation set in a ratio 9:1 (distribution to internal validation group see Supplementary Table 1). In the internal training set the differentially expressed genes between NSCLC cases and controls were calculated using a T-test. Next, 36 different feature lists were extracted from this list of differential expressed genes by 36 times sequentially increasing the cut-off of the p-value (p=0.00001, p=0.00002, p=0.00003 . . . - . . . p=0.08, p=0.09, p=0.1). Subsequently, for each of the resulting 36 feature lists 3 different learning algorithms (support vector machine (SVM), linear discrimination analysis (LDA), and prediction analysis for microarrays (PAM)) were trained on the internal training set and used to calculate the probability score for each case of the respective internal validation set. This approach was repeated 10 times according to the 10 dataset splittings of this 10-fold cross-validation. For each of the 10 cross-validation steps the area under the receiver operator curve (AUC) was calculated for the internal validation set. For each of the 36 cut-offs the mean of the 10 AUCs was calculated. Each of the 10 split data sets was used once as internal validation set. The optimal cut-off p value of the T-statistics and the optimal classification algorithm were selected according to the maximum mean AUC ever reached in all of the three algorithms ( FIG. 2 ). The inventors subsequently built a classifier using the respective cut-off p-value of the T-statistics and the selected algorithm in the TS. To further control for overfitting (Lee, S., Stat. Methods Med. Res., 17: 635-42 (2008)), the classifier was validated in 2 independent validation sets (VS1, comprising 28 NSCLC cases (stage I-IV) and 26 hospital based controls; VS2 comprising 32 NSCLC cases (stage I) and 70 healthy controls). The AUC was used to measure the quality of the classifier. In addition, the inventors determined a threshold of the test score in the training set to evaluate sensitivity and specificity in the validation sets. In order not to miss a potential case with NSCLC the inventors maximized the sensitivity to detect NSCLC requiring a minimum specificity (Akobeng, A., Acta Paediatr, 96: 644-7 (2007)). This specificity was defined to be at least 0.5 in its 95% confidence interval. Of note, the threshold fulfilling these criteria was determined in TS. Subsequently, all individuals in VS1 and VS2 reaching an equal or higher test score than the TS based threshold score were diagnosed as NSCLC cases and all others were diagnosed as controls. The sensitivity and specificity of this diagnostic test and its 95% confidence interval was estimated for VS1 and VS2 (Newcombe, R. G., Stat. Med., 17: 857-72 (1998)) In addition, the inventors compared the probability scores to be a NSCLC case for each case and control using T statistics. To test the specificity of the classifier the whole analysis was repeated thousand times using random feature sets of equal size. For visualisation of the test score obtained by the SVM algorithm, the inventors used the following transformation algorithm (log2(score +1) +0.1. 
     Datamining: To investigate gene ontology of transcripts used for the classifier GeneTrail analysis for over- and under-expressed genes (Backes, C. et al., Nucleic Acids Res., 35: W186-92 (2007)) was performed. To this end, the inventors analyzed the enrichment in genes in the classifier compared to all genes present on the whole array. The inventors analyzed under- respectively over-expressed genes using the hypergeometric test with a minimum of 2 genes per category. In addition, the inventors performed datamining by Gene Set Enrichment Analysis (GSEA) (Subramanian, A. et al., Proc. Natl. Acad. Sci. USA, 102: 15545-50 (2005)). As indicated, the inventors compared the respective list of genes obtained in the inventors&#39; expression profiling experiment with datasets deposited in the Molecular Signatures Database (MSigDB). The power of the gene set analysis is derived from its focus on groups of genes that share common biological functions. In GSEA an overlap between predefined lists of genes and the newly identified genes can be identified using a running sum statistics that leads to attribution of a score. The significance of this score is tested using a permutation design which is adapted for multiple testing (Subramanian, A. et al., Proc. Natl. Acad. Sci. USA, 102: 15545-50 (2005)). Groups of genes, called gene sets were deposited in the MSigDB database and ordered in different biological dimensions such as cancer modules, canonical pathways, miRNA targets, GO-terms etc. (http://www.broadinstitute.org/gsea/-msigdb/index.jsp). In the analysis, the inventors focused on cancer modules. The cancer modules integrated into the MSigDB are derived from a compendium of 1975 different published microarrays spanning several different tumor entities (Segal, E. et al., Nat. Genet., 36: 1090-8 (2004)). 
     Experimental design: Expression profiles were generated from PAXgene stabilized blood samples from 3 independent groups consisting of NSCLC cases and controls (n=77, 54, 102) using the Illumina WG6-VS2 system. 
     Results: Several genes are consistently differentially expressed in whole blood of NSCLC patients and controls. These expression profiles were used to build a diagnostic classifier for NSCLC which was validated in an independent validation set of NSCLC patients (stage I-IV) and hospital based controls. The area under the receiver operator curve (AUC) was calculated to be 0.824 (p&lt;0.001). In a further independent dataset of stage I NSCLC patients and healthy controls the AUC was 0.977 (p&lt;0.001). Specificity of the classifier was validated by permutation analysis in both validation cohorts. Genes within the classifier are enriched in immune associated genes and demonstrate specificity for non-small cell lung cancer. 
     Conclusions: The inventors&#39; results show that gene expression profiles of whole blood allow for detection of manifest NSCLC. These results prompted further development of gene expression based biomarker tests in peripheral blood for the diagnosis and early detection i.e. stage I lung cancer of NSCLC. 
     Establishment of a gene expression profiling-based classifier for blood-based diagnosis of NSCLC: The classifier was build based on an initial training set (TS) containing 35 NSCLC cases of different stages (stage I: n=5, stage II: n=5, stage III: n=17, stage IV: n=8) and 42 hospital based controls suffering in part from severe comorbidities such as COPD, hypertension, cardiac diseases as well as malignancies other than lung cancer. The inventors first evaluated three different approaches, namely support vector machine (SVM), linear discrimination analysis (LDA) and prediction analysis of microarrays (PAM) to identify the best algorithm to build a classifier for the diagnosis of NSCLC in a 10 fold cross-validation design. To this end, the inventors used 36 different feature lists extracted from the list of differentially expressed genes according to 36 different cut-off p-values of the T-statistics. In this setting the SVM algorithm performed best by reaching the highest AUC (mean AUC=0.754) at a cut-off p-value of the T-statistics of 0.003 ( FIG. 2A ). Thus for subsequent classification, the inventors applied SVM by using the 484 feature list obtained at a cut-off p-value of the T-statistics of p&lt;0.003 for differential expressed genes between cases and controls based on the entire training set. Fold-changes of genes with most significant p-values are shown in  FIG. 2B  and all transcripts used in the classifier are summarized in Table 2. The inventors next maximized the sensitivity of the classifier requiring the 95% confidence interval of the specificity to still comprise 0.5. Using these criteria the threshold of the test score was determined to be 0.082. At this threshold of the test score sensitivity was determined to be 0.91 (0.75-0.97) and the specificity 0.38 (0.23 - 0.54), i.e. the 95 ° A) confidence interval comprising 0.5. 
     Use of the diagnostic NSCLC classifier to detect NSCLC cases in an independent validation set of NSCLC cases and hospital based controls: First it was validated whether the classifier can be used to discriminate NSCLC cases of early and advanced stages among hospital based controls. Therefore, in the first independent validation set cases and controls were chosen in a similar setting as in the training set, i.e. patients with NSCLC stage I-IV and clinical symptoms associated with lung cancer and hospital based controls with relevant comorbidities (n=26). The AUC for the diagnostic test of NSCLC in this first validation set was calculated to be 0.824 (p&lt;0.001) ( FIG. 3A ). In addition, the inventors observed a significant difference between the SVM based probability scores to be a NSCLC case for actual NSCLC cases and controls in VS1 (p&lt;0.001, T-test). Using the threshold determined in TS, the inventors observed a sensitivity of 0.61 (range 0.41 - 0.78) and a specificity of 0.85 (range 0.64 - 0.95) in VS1. Regarding only patients with stage III / IV non-small cell lung cancer (n=20) in VS1 the sensitivity was 0.70 (range 0.46 - 0.87) and the specificity 0.85 (range 0.64 - 0.95; data not shown). The inventors observed that three out of three stage I NSCLC cases had a low score in this cohort of patients with a high degree of comorbidity ( FIG. 3E ). Patients with NSCLC of advanced stages in VS1 were identified among hospital based controls using the threshold determined in the training set. 
     The diagnostic NSCLC classifier identifies stage 1 NSCLC patients in an independent second validation set comprising stage I NSCLC cases and healthy blood donors: After demonstrating that the classifier can be used to detect NSCLC cases among individuals with comorbidities it was also investigated whether this test can be used to distinguish NSCLC cases presenting at stage I with no or only minor symptoms from healthy individuals. Therefore, the inventors recruited a second independent validation set consisting of 32 NSCLC cases at stage I and 70 healthy blood donors (VS2). By applying the identical classifier to VS2 the AUC was determined to be 0.977 (p&lt;0.001) ( FIG. 3C ). Again the classifier was used as a diagnostic test thereby applying the TS-based threshold of the test score. At this threshold the sensitivity was 0.97 (0.82 - 0.99) and the specificity 0.89 (0.78 - 0.95). The inventors also observed a highly significant difference in the probability values to be a NSCLC patient for cases in contrast to controls (p&lt;0.001, T-test). Healthy controls without significant comorbidity (VS2) tend to have lower probability scores compared to hospital based controls (VS1 and TS) although this finding was not statistically significant ( FIG. 3E ). Of note, the difference in the probability score between healthy controls and patients with stage I lung cancer is more pronounced compared to the difference of probability scores between patients with NSCLC stage III/IV and patients with a similar high load of comorbidity. 
     Permutation test to analyse the specificity of the classifier: To further underline the specificity of this classifier, the inventors used 1000 random feature lists each comprising 484 features to likewise build a SVM-based classifier in the training set (TS) which then were applied to validation set 1 (VS1) and validation set 2 (VS2), respectively. For VS1 the mean AUC obtained by using these random feature lists was 0.49 (range 0.1346 - 0.8633) with only 2 AUCs being 0.824, the AUC obtained using the NSCLC specific classifier (Figure. 3B). This corresponds to a p-value of less than 0.002 for the permutation test further confirming the specificity of the NSCLC classifier. Similarly, by applying the permuted classifiers to VS2, only 1.8% of random feature lists lead to an AUC of ≧0.977, the AUC obtained using the NSCLC-specific classifier ( FIG. 3D ). Furthermore, by merging TS and VS1 and randomly generating new dataset splitting in TS′ and VS1′ it could be demonstrated that highly specific classifiers can be built independently of the initial composition of the training set (data not shown). In conclusion, a NSCLC-specific blood-based classifier was build that was successfully used to identify NSCLC cases among hospital based controls as well as NSCLC cases of early stage among healthy individuals. 
     Mining of expression profiles: To analyze the biological significance of the extracted 484 features derived as classifier by the SVM approach different strategies were used. First, the inventors used GeneTrail (Backes, C. et al., Nucleic Acids Res., 35: W186-92 (2007)) to analyze an enrichment in GO-terms of the genes associated with NSCLC in the inventors&#39; study. The inventors observed 112 GO categories demonstrating a significant (p-value FDR corrected &lt;0.05) enrichment of genes in the inventors&#39; extracted gene list of which 25 were associated with the immune system (Table 3). These data indicate an impact of immune cells to the genes involved in the classifier. 
     Next, the inventors performed a gene set enrichment analysis ((Subramanian, A. et al., Proc. Natl. Acad. Sci. USA, 102: 15545-50 (2005); Segal, E. et al., Nat. Genet., 36: 1090-8 (2004)), thereby focusing on cancer modules which comprise groups of genes participating in biological processes related to cancer. Initially, the power of such modules has been demonstrated exemplarily for single genes such as cyclin D1 or PGC-lalpha (Lamb, J. et al., Cell, 114: 323-34 (2003); Mootha, V. K. et al., Nat. Genet., 34: 267-73 (2003)) and a more comprehensive view on such modules has been introduced recently (Segal, E. et al., Nat. Genet., 36: 1090-8 (2004)). This comprehensive collection of modules allows the identification of similarities across different tumor entities, such as the common ability of a tumor to metastasize to the bone e.g. in subsets of breast, lung and prostate cancer (Segal, E. et al., Nat. Genet., 36: 1090-8 (2004)). Overall, 456 such modules are described in the database spanning several biological processes such as metabolism, transcription, cell cycle and others. 
     When analysing the identified 484 NSCLC specific features, 199 cancer modules including 26% of all NSCLC associated modules where identified to show a significant enrichment. This indicates that genes used to build a classifier for NSCLC cases in the inventors&#39; study represent in part a subset of biologically cooperating genes that are also differentially expressed in primary lung cancer. 
     To further investigate the specificity of the extracted list of 484 features obtained from the analysis for the classification of NSCLC, the inventors also calculated the overlap between this extracted gene set and a set of genes differentially expressed in the blood of patients with renal cell cancer (Twine, N. C. et al., Cancer Res., 63: 6069-75 (2003); Sharma, P. et al., Breast Cancer Res., 7: R634-44 (2005)). No significant overlap was observed for both gene sets. Similarly, no overlap was observed between the inventors&#39; NSCLC specific gene set and gene sets obtained from blood-based expression profiles specific for melanoma (Critchley-Thorne, R. J. et al., PLoS Med., 4: e176 (2007)), breast (Sharma, P. et al., Breast Cancer Res., 7: R634-44 (2005)) and bladder (Osman, I. et al., Clin. Cancer Res., 12:3374-80 (2006)), respectively. In summary, these data point to a NSCLC specific gene set present in the inventors&#39; classifier. 
     
       
         
           
               
             
               
                 TABLE 1 
               
             
            
               
                   
               
               
                 Clinical and epidemiological characteristics 
               
               
                 of cases with NSCLC and respective controls. 
               
            
           
           
               
               
               
               
            
               
                   
                 TS1 
                 VS1 
                 VS2 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 NSCLC 
                 controls 
                 NSCLC 
                 controls 
                 NSCLC 
                 controls 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
               
               
            
               
                 T 
                 35 
                 42 
                 28 
                 26 
                 32 
                 70 
               
               
                 F 
                 10 
                 14 
                 9 
                 10 
                 16 
                 35 
               
               
                 M 
                 25 
                 28 
                 19 
                 16 
                 16 
                 35 
               
               
                 mA 
                 61 
                 61 
                 62 
                 65 
                 67 
                 44 
               
            
           
           
               
               
               
               
               
               
               
               
            
               
                 S1 
                 All 
                 5 
                 NA 
                 6 
                 NA 
                 32 
                 NA 
               
               
                   
                 SCC 
                 2 
                   
                 2 
                   
                 4 
               
               
                   
                 AC 
                 3 
                   
                 4 
                   
                 23 
               
               
                   
                 LCC 
                 0 
                   
                 0 
                   
                 5 
               
               
                 S2 
                 All 
                 5 
                 NA 
                 2 
                 NA 
                 0 
                 NA 
               
               
                   
                 SCC 
                 1 
                   
                 1 
                   
                 0 
               
               
                   
                 AC 
                 4 
                   
                 1 
                   
                 0 
               
               
                   
                 LCC 
                 0 
                   
                 0 
                   
                 0 
               
               
                 S3 
                 All 
                 17 
                 NA 
                 12 
                 NA 
                 0 
                 NA 
               
               
                   
                 SCC 
                 4 
                   
                 7 
                   
                 0 
               
               
                   
                 AC 
                 12 
                   
                 5 
                   
                 0 
               
               
                   
                 LCC 
                 1 
                   
                 0 
                   
                 0 
               
               
                 S4 
                 All 
                 8 
                 NA 
                 8 
                   
                 0 
                 NA 
               
               
                   
                 SCC 
                 3 
                   
                 0 
                   
                 0 
               
               
                   
                 AC 
                 5 
                   
                 7 
                   
                 0 
               
               
                   
                 LCC 
                 0 
                   
                 1 
                   
                 0 
               
               
                   
               
               
                 TS = training set, 
               
               
                 VS1 = validation set 1, 
               
               
                 VS 2 = validation set 2, 
               
               
                 NSCLC = non-small lung cancer cases, 
               
               
                 T = Total number of cases resp. controls per data set, 
               
               
                 F = Females, 
               
               
                 M = Males, 
               
               
                 mA = median age, 
               
               
                 S = Stage, 
               
               
                 NA = not applicable, 
               
               
                 All = all cases, 
               
               
                 SCC = squamous cell cancer, 
               
               
                 AC = adenocarcinoma, 
               
               
                 LCC = large cell carcinoma 
               
            
           
         
       
     
     
       
         
           
               
             
               
                 TABLE 2 
               
             
            
               
                   
               
               
                 RNAs whose abundance may be measured in the invention 
               
            
           
           
               
               
               
               
               
               
               
               
            
               
                 RNA NO/ 
                   
                   
                   
                   
                   
                   
                   
               
               
                 SEQ ID NO 
                 ProbeId 
                 Gid 
                 Accession 
                 Symbol 
                 Diff 
                 Quot 
                 Ttest_p_value 
               
               
                   
               
            
           
           
               
               
               
               
               
               
               
               
            
               
                 1 
                 6290561 
                 88998614 
                 XM_936120.1 
                 HLA-DQA1 
                 315.8964785 
                 1.64433008 
                 0.000329596 
               
               
                 2 
                 2900463 
                 7108345 
                 NM_012483.1 
                 GNLY 
                 926.3133937 
                 1.612886994 
                 0.002862239 
               
               
                 3 
                 3990639 
                 36748 
                 X00437 
                   
                 771.7174513 
                 1.555765766 
                 4.83E−05 
               
               
                 4 
                 670041 
                 50477326 
                 CR596519 
                   
                 548.9905075 
                 1.522206107 
                 3.32E−05 
               
               
                 5 
                 4850192 
                 51036597 
                 NM_006725.2 
                 CD6 
                 216.5093624 
                 1.520125461 
                 0.000132444 
               
               
                 6 
                 6480500 
                 24797073 
                 NM_033554.2 
                 HLA-DPA1 
                 588.5023681 
                 1.477667953 
                 0.00013302 
               
               
                 7 
                 460754 
                 47078254 
                 NM_212530.1 
                 CDC25B 
                 218.4805426 
                 1.466578356 
                 0.000195968 
               
               
                 8 
                 5960035 
                 24850108 
                 NM_170699.1 
                 GPBAR1 
                 100.9412072 
                 1.463343623 
                 0.00015651 
               
               
                 9 
                 3420630 
                 45331203 
                 NM_007181.3 
                 MAP4K1 
                 141.7841323 
                 1.45743426 
                 0.000621345 
               
               
                 10 
                 1110215 
                 14149679 
                 NM_015292.1 
                 FAM62A 
                 222.9573258 
                 1.428150347 
                 3.25E−05 
               
               
                 11 
                 1110575 
                 51173716 
                 NM_006720.3 
                 ABLIM1 
                 178.3940667 
                 1.414951976 
                 0.000520001 
               
               
                 12 
                 2760092 
                 34147517 
                 NM_005449.3 
                 FAIM3 
                 201.7565646 
                 1.409529365 
                 0.000634628 
               
               
                 13 
                 1170307 
                 23238195 
                 NM_000878.2 
                 IL2RB 
                 146.6316959 
                 1.40578311 
                 0.000500983 
               
               
                 14 
                 6960746 
                 55774984 
                 NM_018384.3 
                 GIMAP5 
                 223.2919717 
                 1.382086438 
                 4.02E−05 
               
               
                 15 
                 2680370 
                 52426773 
                 NM_019111.3 
                 HLA-DRA 
                 817.1291554 
                 1.377401879 
                 0.000326414 
               
               
                 16 
                 1820598 
                 12545398 
                 NM_000873.2 
                 ICAM2 
                 182.5185371 
                 1.351682752 
                 3.89E−05 
               
               
                 17 
                 4010053 
                 18641371 
                 NM_022555.3 
                 HLA-DRB3 
                 131.0547184 
                 1.349610681 
                 0.001995927 
               
               
                 18 
                 6760487 
                 47778936 
                 NM_014164.4 
                 FXYD5 
                 393.3630931 
                 1.33904597 
                 0.001262983 
               
               
                 19 
                 5560280 
                 29029549 
                 NM_017424.2 
                 CECR1 
                 301.0469939 
                 1.32885363 
                 0.002167663 
               
               
                 20 
                 4900053 
                 17978510 
                 NM_014281.3 
                 SIAHBP1 
                 189.9410753 
                 1.323848811 
                 2.21E−05 
               
               
                 21 
                 4760543 
                 34335248 
                 NM_153719.2 
                 NUP62 
                 118.4147225 
                 1.307105002 
                 1.39E−05 
               
               
                 22 
                 4590082 
                 17999536 
                 NM_006445.2 
                 PRPF8 
                 125.5348006 
                 1.304518217 
                 0.000927196 
               
               
                 23 
                 2690609 
                 62526019 
                 NM_001014433.2 
                 CUTA 
                 223.2296564 
                 1.301630178 
                 0.000120692 
               
               
                 24 
                 650164 
                 4503240 
                 NM_000896.1 
                 CYP4F3 
                 −315.5464725 
                 0.699584557 
                 3.55E−05 
               
               
                 25 
                 6220450 
                 40548399 
                 NM_005771.3 
                 DHRS9 
                 −181.3140503 
                 0.694871194 
                 0.001532317 
               
               
                 26 
                 3460674 
                 47419935 
                 NM_003137.3 
                 SRPK1 
                 −139.764433 
                 0.694069927 
                 3.60E−05 
               
               
                 27 
                 3990296 
                 9951925 
                 NM_000717.2 
                 CA4 
                 −213.0886356 
                 0.693534636 
                 0.001400277 
               
               
                 28 
                 160132 
                 59938769 
                 NM_182898.2 
                 CREB5 
                 −262.1114924 
                 0.69200725 
                 0.00019583 
               
               
                 29 
                 6110088 
                 21536375 
                 NM_005502.2 
                 ABCA1 
                 −111.4628782 
                 0.659789914 
                 0.002134427 
               
               
                 30 
                 6350364 
                 41872408 
                 NM_002704.2 
                 PPBP 
                 −761.2674927 
                 0.651771499 
                 0.000630226 
               
               
                 31 
                 2640609 
                 45827727 
                 NM_005980.2 
                 S100P 
                 −390.18098 
                 0.625545099 
                 0.000253144 
               
               
                 32 
                 1430762 
                 6005791 
                 NM_007199.1 
                 IRAK3 
                 −155.6188523 
                 0.616800598 
                 0.000474504 
               
               
                 33 
                 5130475 
                 27477087 
                 NM_003853.2 
                 IL18RAP 
                 −632.4410294 
                 0.583984119 
                 0.000851483 
               
               
                 34 
                 1500328 
                 27477086 
                 NM_003855.2 
                 IL18R1 
                 −122.3006055 
                 0.528089291 
                 0.001627845 
               
               
                 35 
                 2370524 
                 26051242 
                 NM_007115.2 
                 TNFAIP6 
                 −189.5036814 
                 0.489548363 
                 1.09E−06 
               
               
                 36 
                 7550537 
                 4502098 
                 NM_001152.1 
                 SLC25A5 
                 326.6719362 
                 1.197818187 
                 1.44E−05 
               
               
                 37 
                 4280332 
                 14251213 
                 NM_020414.3 
                 DDX24 
                 75.4163163 
                 1.309570343 
                 3.02E−05 
               
               
                 38 
                 3360364 
                 7662339 
                 NM_014941.1 
                 MORC2 
                 54.87417822 
                 1.317774309 
                 4.03E−05 
               
               
                 39 
                 1780348 
                 70908369 
                 NM_018285.2 
                 IMP3 
                 148.6064801 
                 1.240632612 
                 5.80E−05 
               
               
                 40 
                 450037 
                 55925577 
                 NM_002348.2 
                 LY9 
                 64.18668944 
                 1.337080038 
                 7.31E−05 
               
               
                 41 
                 6980070 
                 13929470 
                 NM_004776.2 
                 B4GALT5 
                 −121.2712825 
                 0.720729919 
                 9.61E−05 
               
               
                 42 
                 7000133 
                 12597634 
                 NM_022898.1 
                 BCL11B 
                 87.76854653 
                 1.366299623 
                 0.000470008 
               
               
                 43 
                 1400270 
                 20336247 
                 NM_004716.2 
                 PCSK7 
                 94.29387128 
                 1.302793128 
                 0.000716583 
               
               
                 44 
                 150632 
                 48762708 
                 NM_022136.3 
                 SAMSN1 
                 −80.93158519 
                 0.591012921 
                 0.000781956 
               
               
                 45 
                 6420541 
                 34535726 
                 AK128384 
                   
                 87.13245532 
                 1.405980431 
                 0.001078556 
               
               
                 46 
                 7650025 
                 40806176 
                 NM_004949.2 
                 DSC2 
                 −93.38175241 
                 0.642737193 
                 0.001292334 
               
               
                 47 
                 5960128 
                 21327699 
                 NM_003487.2 
                 TAF15 
                 87.80187716 
                 1.346679516 
                 0.001679561 
               
               
                 48 
                 6420079 
                 89027874 
                 XM_291277.4 
                 DKFZp761P0423 
                 80.22901015 
                 1.337704578 
                 0.001921658 
               
               
                 49 
                 4590646 
                 67089144 
                 NM_001024667.1 
                 FCRL3 
                 94.2507356 
                 1.380488839 
                 0.002010981 
               
               
                 50 
                 510450 
                 29789089 
                 NM_018715.1 
                 RCC2 
                 88.67276932 
                 1.267465318 
                 1.24E−05 
               
               
                 51 
                 7380288 
                 34147585 
                 NM_016237.3 
                 ANAPC5 
                 91.54539975 
                 1.176438251 
                 8.97E−05 
               
               
                 52 
                 5900156 
                 57013275 
                 NM_006082.2 
                 K-ALPHA-1 
                 543.1415197 
                 1.219305455 
                 0.000108016 
               
               
                 53 
                 7100136 
                 41352720 
                 NM_078483.2 
                 SLC36A1 
                 −133.4968039 
                 0.700431238 
                 0.000133553 
               
               
                 54 
                 2630451 
                 22027639 
                 NM_003528.2 
                 HIST2H2BE 
                 −106.9694117 
                 0.715024497 
                 0.000134858 
               
               
                 55 
                 6280754 
                 18426908 
                 NM_080816.1 
                 SIRPB2 
                 30.07920138 
                 1.308367153 
                 0.000139409 
               
               
                 56 
                 4210647 
                 13375800 
                 NM_024600.1 
                 C16orf30 
                 31.66193318 
                 1.346066522 
                 0.000170914 
               
               
                 57 
                 5700403 
                 31982913 
                 NM_032118.2 
                 WDR54 
                 67.77289263 
                 1.331399486 
                 0.000188678 
               
               
                 58 
                 6270021 
                 14141153 
                 NM_031203.1 
                 HNRPM 
                 175.5084406 
                 1.233305528 
                 0.00023295 
               
               
                 59 
                 1710286 
                 21536460 
                 NM_002405.2 
                 MFNG 
                 186.80371 
                 1.213068636 
                 0.000240549 
               
               
                 60 
                 2630154 
                 56676368 
                 NM_031412.2 
                 GABARAPL1 
                 −174.3602129 
                 0.768240176 
                 0.000244873 
               
               
                 61 
                 4060131 
                 4758669 
                 NM_004811.1 
                 LPXN 
                 169.3070648 
                 1.22742049 
                 0.000265747 
               
               
                 62 
                 610563 
                 14141173 
                 NM_002129.2 
                 HMGB2 
                 −47.59152899 
                 0.643902556 
                 0.000271029 
               
               
                 63 
                 6290431 
                 49472821 
                 NM_003755.2 
                 EIF3S4 
                 289.038097 
                 1.265068842 
                 0.000284449 
               
               
                 64 
                 7150017 
                 58331183 
                 NM_006429.2 
                 CCT7 
                 38.59039574 
                 1.316676229 
                 0.000311432 
               
               
                 65 
                 3170092 
                 52851435 
                 NM_015710.3 
                 GLTSCR2 
                 951.7801905 
                 1.265887651 
                 0.000319621 
               
               
                 66 
                 6940242 
                 13128859 
                 NM_004964.2 
                 HDAC1 
                 149.0464951 
                 1.226649864 
                 0.000355245 
               
               
                 67 
                 5130082 
                 20149593 
                 NM_007355.2 
                 HSP90AB1 
                 101.2393963 
                 1.291963927 
                 0.000372701 
               
               
                 68 
                 5310653 
                 6912575 
                 NM_012387.1 
                 PADI4 
                 −903.4667472 
                 0.718802076 
                 0.000399258 
               
               
                 69 
                 380685 
                 34147607 
                 NM_015953.3 
                 NOSIP 
                 201.9140045 
                 1.2941855 
                 0.00044799 
               
               
                 70 
                 3440431 
                 29337284 
                 NM_012110.2 
                 CHIC2 
                 −117.5328049 
                 0.822270062 
                 0.000549514 
               
               
                 71 
                 4180142 
                 51093838 
                 NM_016091.2 
                 EIF3S6IP 
                 296.2042703 
                 1.221453733 
                 0.000621455 
               
               
                 72 
                 1260228 
                 10863876 
                 NM_021105.1 
                 PLSCR1 
                 −53.52413775 
                 0.686231584 
                 0.00064387 
               
               
                 73 
                 840730 
                 40786401 
                 NM_199337.1 
                 LOC374395 
                 170.1866859 
                 1.178701902 
                 0.000665379 
               
               
                 74 
                 3370605 
                 45237199 
                 NM_020808.1 
                 SIPA1L2 
                 −58.97844017 
                 0.687553371 
                 0.000697156 
               
               
                 75 
                 5310136 
                 75991708 
                 NM_001033667.1 
                 LY9 
                 33.64428254 
                 1.319047944 
                 0.000716611 
               
               
                 76 
                 6380148 
                 15431305 
                 NM_033301.1 
                 RPL8 
                 855.395502 
                 1.170817986 
                 0.000768045 
               
               
                 77 
                 4050398 
                 47132594 
                 NM_213611.1 
                 SLC25A3 
                 190.2461506 
                 1.160808106 
                 0.000837252 
               
               
                 78 
                 6940246 
                 292820 
                 M97723 
                   
                 20.54719112 
                 1.328176844 
                 0.000841772 
               
               
                 79 
                 1690189 
                 24234685 
                 NM_153201.1 
                 HSPA8 
                 155.7459284 
                 1.215840724 
                 0.000855179 
               
               
                 80 
                 3890095 
                 58696421 
                 NM_002304.1 
                 LFNG 
                 232.3486066 
                 1.232868306 
                 0.001042389 
               
               
                 81 
                 6770348 
                 19920316 
                 NM_006825.2 
                 CKAP4 
                 −161.4085766 
                 0.746907843 
                 0.001086179 
               
               
                 82 
                 2000551 
                 10092611 
                 NM_016326.2 
                 CKLF 
                 −325.605478 
                 0.801639824 
                 0.001103698 
               
               
                 83 
                 6350360 
                 50593531 
                 NM_005176.4 
                 ATP5G2 
                 516.754743 
                 1.243669891 
                 0.00114794 
               
               
                 84 
                 160240 
                 21040370 
                 NM_005804.2 
                 DDX39 
                 101.9627944 
                 1.230286148 
                 0.001187406 
               
               
                 85 
                 360066 
                 7019566 
                 NM_013378.1 
                 VPREB3 
                 58.73278863 
                 1.504196763 
                 0.001230244 
               
               
                 86 
                 3800253 
                 89035372 
                 XM_932678.1 
                 LOC387841 
                 189.24229 
                 1.278629303 
                 0.001252967 
               
               
                 87 
                 3400328 
                 47078294 
                 NM_000022.2 
                 ADA 
                 67.32199518 
                 1.313091331 
                 0.001361042 
               
               
                 88 
                 3800243 
                 5031976 
                 NM_005746.1 
                 PBEF1 
                 −348.2606482 
                 0.718301277 
                 0.001419039 
               
               
                 89 
                 650541 
                 45935370 
                 NM_002727.2 
                 PRG1 
                 −1496.501337 
                 0.775793901 
                 0.00150564 
               
               
                 90 
                 2100221 
                 40353209 
                 NM_017758.2 
                 ALKBH5 
                 161.2343238 
                 1.161468316 
                 0.001576054 
               
               
                 91 
                 6280576 
                 21614543 
                 NM_002964.3 
                 S100A8 
                 −3148.764309 
                 0.740939542 
                 0.001592006 
               
               
                 92 
                 4780672 
                 68216098 
                 NM_012413.3 
                 QPCT 
                 −224.4635907 
                 0.775514046 
                 0.001600979 
               
               
                 93 
                 2510133 
                 4506782 
                 NM_003864.1 
                 SAP30 
                 −78.20837572 
                 0.607275759 
                 0.001706434 
               
               
                 94 
                 770458 
                 70995210 
                 NM_001398.2 
                 ECH1 
                 140.6533489 
                 1.216657159 
                 0.001780796 
               
               
                 95 
                 2970768 
                 4503528 
                 NM_001416.1 
                 EIF4A1 
                 408.0155473 
                 1.170835965 
                 0.001793442 
               
               
                 96 
                 2320309 
                 89037018 
                 XM_941325.1 
                 LOC652025 
                 117.8979784 
                 1.237697761 
                 0.001829317 
               
               
                 97 
                 4220181 
                 4505370 
                 NM_002496.1 
                 NDUFS8 
                 171.4535635 
                 1.260630153 
                 0.001853457 
               
               
                 98 
                 7380170 
                 28178815 
                 NM_174855.1 
                 IDH3B 
                 104.9723088 
                 1.205100893 
                 0.001927203 
               
               
                 99 
                 520647 
                 20149601 
                 NM_012229.2 
                 NT5C2 
                 −220.1185076 
                 0.806670139 
                 0.001970138 
               
               
                 100 
                 2710711 
                 23200005 
                 NM_149379.1 
                 NSUN5C 
                 34.34062961 
                 1.320832601 
                 0.002020028 
               
               
                 101 
                 2680682 
                 47157327 
                 NM_213636.1 
                 PDLIM7 
                 −106.9173695 
                 0.774721384 
                 0.002138706 
               
               
                 102 
                 3610634 
                 41327713 
                 NM_020531.2 
                 C20orf3 
                 −169.2466369 
                 0.762496036 
                 0.002151473 
               
               
                 103 
                 5860075 
                 27436923 
                 NM_003517.2 
                 HIST2H2AC 
                 −148.5459367 
                 0.787951043 
                 0.002154776 
               
               
                 104 
                 1030039 
                 21328454 
                 NM_003516.2 
                 HIST2H2AA 
                 −122.2515261 
                 0.785390725 
                 0.002180554 
               
               
                 105 
                 5900021 
                 11072092 
                 NM_018031.2 
                 WDR6 
                 110.7543183 
                 1.289322955 
                 0.002181731 
               
               
                 106 
                 2650390 
                 33598947 
                 NM_002660.2 
                 PLCG1 
                 65.59369512 
                 1.328004119 
                 0.002261605 
               
               
                 107 
                 20154 
                 33624782 
                 NM_145799.2 
                   
                 74.78050355 
                 1.302850102 
                 0.002265789 
               
               
                 108 
                 830400 
                 9845520 
                 NM_002965.2 
                 S100A9 
                 −1676.927338 
                 0.75302877 
                 0.002267466 
               
               
                 109 
                 3990328 
                 37577120 
                 NM_080387.4 
                 CLEC4D 
                 −47.99765081 
                 0.635020703 
                 0.002285359 
               
               
                 110 
                 2970537 
                 15431299 
                 NM_000980.2 
                 RPL18A 
                 1096.761159 
                 1.208535779 
                 0.002326571 
               
               
                 111 
                 5420538 
                 6552334 
                 NM_000852.2 
                 GSTP1 
                 265.0758172 
                 1.212234469 
                 0.002377771 
               
               
                 112 
                 240608 
                 6042201 
                 NM_007288.1 
                 MME 
                 −221.958069 
                 0.761262136 
                 0.002402057 
               
               
                 113 
                 10025 
                 40788009 
                 NM_000574.2 
                 CD55 
                 −178.8297083 
                 0.72532828 
                 0.002428894 
               
               
                 114 
                 290452 
                 47519615 
                 NM_213674.1 
                 TPM2 
                 30.21632141 
                 1.308702924 
                 0.002451226 
               
               
                 115 
                 7400121 
                 13435358 
                 NM_001923.2 
                 DDB1 
                 229.4803921 
                 1.262296307 
                 0.002565468 
               
               
                 116 
                 3130300 
                 50345983 
                 NM_001001937.1 
                 ATP5A1 
                 225.076896 
                 1.147238723 
                 0.002626228 
               
               
                 117 
                 6660709 
                 6006013 
                 NM_000632.2 
                 ITGAM 
                 −167.4535448 
                 0.769754788 
                 0.002684536 
               
               
                 118 
                 2900482 
                 4503518 
                 NM_003754.1 
                 EIF3S5 
                 175.2963427 
                 1.186295643 
                 0.002708745 
               
               
                 119 
                 6350376 
                 24234684 
                 NM_006597.3 
                 HSPA8 
                 245.6853166 
                 1.206537243 
                 0.002730009 
               
               
                 120 
                 2070152 
                 32130534 
                 NM_017801.2 
                 CMTM6 
                 −188.8631566 
                 0.768636189 
                 0.002746935 
               
               
                 121 
                 6650020 
                 4501944 
                 NM_001124.1 
                 ADM 
                 −270.3778539 
                 0.770943537 
                 0.002748971 
               
               
                 122 
                 5720458 
                 8051633 
                 NM_004585.2 
                 RARRES3 
                 228.1363976 
                 1.255356881 
                 0.002841093 
               
               
                 123 
                 5720347 
                 14589868 
                 NM_032966.1 
                 BLR1 
                 33.77133084 
                 1.352619823 
                 0.002843529 
               
               
                 124 
                 4890192 
                 21396481 
                 NM_003512.3 
                 HIST1H2AC 
                 −112.3541472 
                 0.718192715 
                 0.002850535 
               
               
                 125 
                 940348 
                 21614521 
                 NM_012198.2 
                 GCA 
                 −659.6345279 
                 0.731881578 
                 0.002891609 
               
               
                 126 
                 2750626 
                 25453476 
                 NM_001961.2 
                 EEF2 
                 556.3584728 
                 1.181343779 
                 0.002930668 
               
               
                 127 
                 1780035 
                 31377794 
                 NM_006888.2 
                 CALM1 
                 119.0389403 
                 1.140092427 
                 0.002955045 
               
               
                 128 
                 840564 
                 23510386 
                 NM_153050.1 
                 MTMR3 
                 −134.6471185 
                 0.837440801 
                 0.002971284 
               
               
                 129 
                 6270128 
                 58331233 
                 NM_000074.2 
                 CD40LG 
                 19.30987052 
                 1.299106772 
                 1.76E−05 
               
               
                 130 
                 2630484 
                 88986422 
                 XM_927593.1 
                 ATP10B 
                 −3.310535431 
                 0.927138841 
                 1.93E−05 
               
               
                 131 
                 520332 
                 22165415 
                 NM_000155.2 
                 GALT 
                 15.96763751 
                 1.182575744 
                 2.05E−05 
               
               
                 132 
                 4730195 
                 21264599 
                 NM_003543.3 
                 HIST1H4H 
                 −35.48000424 
                 0.721118446 
                 2.49E−05 
               
               
                 133 
                 3120301 
                 51173749 
                 NM_031488.4 
                 L3MBTL2 
                 23.21749718 
                 1.214091824 
                 4.02E−05 
               
               
                 134 
                 6110768 
                 39725714 
                 NM_004044.4 
                 ATIC 
                 72.99433158 
                 1.297103547 
                 4.63E−05 
               
               
                 135 
                 7150634 
                 5902011 
                 NM_006901.1 
                 MYO9A 
                 15.79647532 
                 1.176790608 
                 4.89E−05 
               
               
                 136 
                 6590386 
                 20149679 
                 NM_024619.2 
                 FN3KRP 
                 63.48415847 
                 1.276544672 
                 4.98E−05 
               
               
                 137 
                 5690037 
                 31543829 
                 NM_013270.2 
                 TSP50 
                 −4.520475047 
                 0.914368497 
                 5.40E−05 
               
               
                 138 
                 4540082 
                 58331160 
                 NM_015651.1 
                 PHF19 
                 27.47614989 
                 1.23686341 
                 7.56E−05 
               
               
                 139 
                 6380598 
                 15529981 
                 NM_033416.1 
                 IMP4 
                 34.49530681 
                 1.205303684 
                 7.96E−05 
               
               
                 140 
                 3520192 
                 47132578 
                 NM_004401.2 
                 DFFA 
                 13.05479272 
                 1.196479136 
                 7.97E−05 
               
               
                 141 
                 2450497 
                 314309 
                 T03068 
                   
                 2.937619578 
                 1.076034692 
                 9.15E−05 
               
               
                 142 
                 7320576 
                 4503512 
                 NM_003757.1 
                 EIF3S2 
                 92.09473895 
                 1.176647021 
                 0.000308301 
               
               
                 143 
                 1300768 
                 24497575 
                 NM_006066.2 
                 AKR1A1 
                 80.92050915 
                 1.237851126 
                 0.000645996 
               
               
                 144 
                 5890327 
                 24497579 
                 NM_001628.2 
                 AKR1B1 
                 83.65924065 
                 1.273311325 
                 0.000719704 
               
               
                 145 
                 460273 
                 35493970 
                 NM_003345.3 
                 UBE2I 
                 90.10026341 
                 1.134131115 
                 0.001168429 
               
               
                 146 
                 4920577 
                 76781490 
                 NM_007047.3 
                 BTN3A2 
                 93.80802363 
                 1.266607439 
                 0.001191858 
               
               
                 147 
                 650358 
                 71773149 
                 NM_000485.2 
                 APRT 
                 84.63692212 
                 1.280817312 
                 0.001674124 
               
               
                 148 
                 1190647 
                 18375504 
                 NM_080649.1 
                 APEX1 
                 89.44973593 
                 1.233840385 
                 0.001687003 
               
               
                 149 
                 5960301 
                 38026968 
                 NM_004649.4 
                 C21orf33 
                 84.66892254 
                 1.184726723 
                 0.001806028 
               
               
                 150 
                 6290239 
                 33469921 
                 NM_182776.1 
                 MCM7 
                 85.43037244 
                 1.23369979 
                 0.002059443 
               
               
                 151 
                 4280373 
                 11496980 
                 NM_003174.2 
                 SVIL 
                 −86.77630886 
                 0.817298661 
                 0.002251248 
               
               
                 152 
                 5570750 
                 31742497 
                 NM_015374.1 
                 UNC84B 
                 95.70834076 
                 1.215821376 
                 0.002516183 
               
               
                 153 
                 1780152 
                 68161540 
                 NM_001024912.1 
                 CEACAM1 
                 −98.14974577 
                 0.731931222 
                 0.00292068 
               
               
                 154 
                 5390131 
                 33469915 
                 NM_003906.3 
                 MCM3AP 
                 32.02638688 
                 1.143678564 
                 0.000106053 
               
               
                 155 
                 1240603 
                 34452172 
                 NM_000887.3 
                 ITGAX 
                 −22.98226817 
                 0.818214716 
                 0.000107483 
               
               
                 156 
                 2190673 
                 41281472 
                 NM_014738.2 
                 KIAA0195 
                 45.96224495 
                 1.262020095 
                 0.000110774 
               
               
                 157 
                 1580348 
                 25141321 
                 NM_015039.2 
                 NMNAT2 
                 6.84304916 
                 1.124383533 
                 0.000120767 
               
               
                 158 
                 4220138 
                 89057421 
                 XM_940198.1 
                 LOC651076 
                 10.13757955 
                 1.165397115 
                 0.000128251 
               
               
                 159 
                 3610504 
                 38788307 
                 NM_005476.3 
                 GNE 
                 18.30602894 
                 1.161672234 
                 0.000133964 
               
               
                 160 
                 3520082 
                 4506752 
                 NM_003707.1 
                 RUVBL1 
                 11.02056207 
                 1.158636454 
                 0.000135201 
               
               
                 161 
                 7160296 
                 70980548 
                 NM_014976.1 
                 PDCD11 
                 21.33989507 
                 1.221159345 
                 0.000135859 
               
               
                 162 
                 1050128 
                 8515897 
                 AF272739 
                   
                 5.425986954 
                 1.113600395 
                 0.000136921 
               
               
                 163 
                 4730577 
                 39890659 
                 CK300859 
                   
                 −3.693681288 
                 0.918211879 
                 0.000137667 
               
               
                 164 
                 5910091 
                 30425443 
                 NM_178510.1 
                 ANKK1 
                 2.967139784 
                 1.069192658 
                 0.000157493 
               
               
                 165 
                 1430292 
                 40254427 
                 NM_000578.2 
                 SLC11A1 
                 −53.76208405 
                 0.700846833 
                 0.000167687 
               
               
                 166 
                 3460189 
                 31652246 
                 NM_139244.2 
                 STXBP5 
                 −30.43225917 
                 0.777631906 
                 0.000172103 
               
               
                 167 
                 3140093 
                 47717138 
                 NM_006767.2 
                 LZTR1 
                 65.30433309 
                 1.271997612 
                 0.000186989 
               
               
                 168 
                 1440601 
                 28872781 
                 NM_016408.2 
                 CDK5RAP1 
                 25.2613611 
                 1.174006584 
                 0.000202701 
               
               
                 169 
                 3830390 
                 89035828 
                 XM_930898.1 
                 KIAA0692 
                 −2.717873701 
                 0.926116051 
                 0.000205305 
               
               
                 170 
                 5860196 
                 23659890 
                 BU733214 
                   
                 −2.809152673 
                 0.934353946 
                 0.000218212 
               
               
                 171 
                 3420735 
                 40556369 
                 NM_015288.4 
                 PHF15 
                 69.78943303 
                 1.295589549 
                 0.000222283 
               
               
                 172 
                 7050543 
                 32967306 
                 NM_182480.1 
                 COQ6 
                 13.29427898 
                 1.129169056 
                 0.000225323 
               
               
                 173 
                 5290289 
                 34147412 
                 NM_032312.2 
                 YIPF4 
                 −50.40343731 
                 0.765323005 
                 0.000234467 
               
               
                 174 
                 6590523 
                 56119213 
                 NM_024711.3 
                 GIMAP6 
                 61.57201639 
                 1.19443786 
                 0.000236996 
               
               
                 175 
                 6020402 
                 24497619 
                 NM_014230.2 
                 SRP68 
                 28.09091984 
                 1.155068368 
                 0.000260218 
               
               
                 176 
                 5550746 
                 63029931 
                 NM_152272.2 
                 CHMP7 
                 43.03363654 
                 1.222857885 
                 0.00026052 
               
               
                 177 
                 160736 
                 7706484 
                 NM_016292.1 
                 TRAP1 
                 20.89088823 
                 1.24310651 
                 0.000270249 
               
               
                 178 
                 3840022 
                 12707569 
                 NM_004092.2 
                 ECHS1 
                 48.95693214 
                 1.230257197 
                 0.000274708 
               
               
                 179 
                 20647 
                 40807451 
                 NM_015062.3 
                 PPRC1 
                 20.40411099 
                 1.172512955 
                 0.000283424 
               
               
                 180 
                 3370687 
                 16445420 
                 NM_052837.1 
                 SCAMP3 
                 67.26265306 
                 1.266481175 
                 0.000291089 
               
               
                 181 
                 5310754 
                 55956897 
                 NM_015935.4 
                 KIAA0859 
                 13.16095145 
                 1.140721813 
                 0.000296022 
               
               
                 182 
                 2710397 
                 24497489 
                 NM_003059.2 
                 SLC22A4 
                 −40.49246287 
                 0.777411881 
                 0.000298583 
               
               
                 183 
                 4850541 
                 75750528 
                 NM_016552.2 
                 ANKMY1 
                 2.735334806 
                 1.065736829 
                 0.000317215 
               
               
                 184 
                 6100220 
                 6005951 
                 NM_007255.1 
                 B4GALT7 
                 29.14447929 
                 1.228247363 
                 0.000318886 
               
               
                 185 
                 10541 
                 13194198 
                 NM_023003.1 
                 TM6SF1 
                 −42.63413583 
                 0.75244874 
                 0.000319057 
               
               
                 186 
                 5720398 
                 31341089 
                 NM_173791.2 
                 PDZD8 
                 −20.13545497 
                 0.805850726 
                 0.000321296 
               
               
                 187 
                 4540301 
                 45827722 
                 NM_206914.1 
                 DKFZP586D0919 
                 11.93196859 
                 1.166543095 
                 0.000322081 
               
               
                 188 
                 2100035 
                 31543661 
                 NM_004226.2 
                 STK17B 
                 −56.28618761 
                 0.726985134 
                 0.000323173 
               
               
                 189 
                 5090477 
                 20336255 
                 NM_138687.1 
                 PIP5K2B 
                 4.198748845 
                 1.077633516 
                 0.000323344 
               
               
                 190 
                 130403 
                 56550113 
                 NM_006567.2 
                 FARS2 
                 15.61874075 
                 1.144473414 
                 0.000328093 
               
               
                 191 
                 5390669 
                 5453556 
                 NM_006321.1 
                 ARIH2 
                 43.41521242 
                 1.16984795 
                 0.000330449 
               
               
                 192 
                 2760563 
                 77404351 
                 NM_001414.2 
                 EIF2B1 
                 26.53165567 
                 1.152983904 
                 0.000332202 
               
               
                 193 
                 1440382 
                 33359700 
                 NM_182688.1 
                 UBE2G2 
                 39.95896434 
                 1.258246254 
                 0.000339206 
               
               
                 194 
                 2260446 
                 89027447 
                 XM_935843.1 
                 LOC653832 
                 −3.084729823 
                 0.927141 
                 0.000346447 
               
               
                 195 
                 2030544 
                 89026490 
                 XM_936353.1 
                 LOC642196 
                 6.598817511 
                 1.139296555 
                 0.000346604 
               
               
                 196 
                 1440546 
                 73486657 
                 NM_002080.2 
                 GOT2 
                 48.7873308 
                 1.230560635 
                 0.00035799 
               
               
                 197 
                 5270500 
                 16936531 
                 NM_000075.2 
                 CDK4 
                 39.00645813 
                 1.28126712 
                 0.000367439 
               
               
                 198 
                 2750408 
                 88971019 
                 XM_939707.1 
                 RUVBL1 
                 16.22168355 
                 1.191413103 
                 0.000375432 
               
               
                 199 
                 6980274 
                 16199327 
                 BI915661 
                   
                 3.572189393 
                 1.088541696 
                 0.000376532 
               
               
                 200 
                 4200538 
                 7657121 
                 NM_015721.1 
                 GEMIN4 
                 29.79545919 
                 1.244092425 
                 0.000387475 
               
               
                 201 
                 6550142 
                 6552335 
                 NM_003819.2 
                 PABPC4 
                 43.32832748 
                 1.217948334 
                 0.000387574 
               
               
                 202 
                 7000408 
                 13376877 
                 NM_025263.1 
                 PRR3 
                 10.71405587 
                 1.132753454 
                 0.000391734 
               
               
                 203 
                 3140246 
                 40255000 
                 NM_033111.2 
                 LOC88523 
                 −78.75175311 
                 0.776953228 
                 0.000391929 
               
               
                 204 
                 4230653 
                 24497586 
                 NM_139247.2 
                 ADCY4 
                 −35.6351327 
                 0.787114348 
                 0.000397239 
               
               
                 205 
                 3420343 
                 46409267 
                 NM_207311.1 
                 CCDC64 
                 30.70426568 
                 1.287470221 
                 0.00040278 
               
               
                 206 
                 4150402 
                 2963496 
                 AA868051 
                   
                 2.919731911 
                 1.06730094 
                 0.000407376 
               
               
                 207 
                 2100333 
                 38683839 
                 NM_198196.1 
                 CD96 
                 51.45503197 
                 1.281782623 
                 0.000407931 
               
               
                 208 
                 4150161 
                 4502676 
                 NM_001779.1 
                 CD58 
                 −48.65350702 
                 0.744869256 
                 0.000410831 
               
               
                 209 
                 4880364 
                 13129091 
                 NM_024092.1 
                 TMEM109 
                 61.87509923 
                 1.260473608 
                 0.0004333 
               
               
                 210 
                 2230661 
                 20428651 
                 NM_005356.2 
                 LCK 
                 28.15648785 
                 1.240489001 
                 0.000447815 
               
               
                 211 
                 2450343 
                 27828388 
                 BX096685 
                   
                 4.718261846 
                 1.099375057 
                 0.000459923 
               
               
                 212 
                 6840408 
                 2354214 
                 AA576740 
                   
                 2.46572254 
                 1.061515186 
                 0.000464263 
               
               
                 213 
                 3140039 
                 21314659 
                 NM_016230.2 
                 CYB5R4 
                 −69.25618425 
                 0.757186116 
                 0.000474673 
               
               
                 214 
                 2900524 
                 41352701 
                 NM_001384.3 
                 DPH2 
                 30.82374927 
                 1.211102665 
                 0.000489612 
               
               
                 215 
                 6480170 
                 52632380 
                 NM_001005333.1 
                 MAGED1 
                 44.33620059 
                 1.280407525 
                 0.000496684 
               
               
                 216 
                 4120133 
                 31542722 
                 NM_022827.2 
                 SPATA20 
                 22.43434012 
                 1.234512657 
                 0.000496736 
               
               
                 217 
                 4780743 
                 4885224 
                 NM_005243.1 
                 EWSR1 
                 65.31825131 
                 1.149756619 
                 0.000520842 
               
               
                 218 
                 7150601 
                 7661785 
                 NM_014165.1 
                 C6orf66 
                 6.495115777 
                 1.112031506 
                 0.000522811 
               
               
                 219 
                 5310050 
                 12232384 
                 NM_022730.1 
                 COPS7B 
                 20.43313854 
                 1.159974145 
                 0.000523392 
               
               
                 220 
                 3130091 
                 46358357 
                 NM_017905.3 
                 TMCO3 
                 −52.34722897 
                 0.774257356 
                 0.000525503 
               
               
                 221 
                 4860132 
                 7662451 
                 NM_015239.1 
                 AGTPBP1 
                 −78.07936872 
                 0.798836295 
                 0.000529903 
               
               
                 222 
                 3780689 
                 70608210 
                 NM_016489.11 
                 NT5C3 
                 −33.80520978 
                 0.771229 
                 0.000530225 
               
               
                 223 
                 1030692 
                 27436906 
                 NM_004927.2 
                 MRPL49 
                 41.36497592 
                 1.196106353 
                 0.000541915 
               
               
                 224 
                 4830435 
                 39812071 
                 NM_030811.3 
                 MRPS26 
                 24.14041112 
                 1.209465158 
                 0.000546594 
               
               
                 225 
                 4830563 
                 33620778 
                 NM_012321.2 
                 LSM4 
                 46.65393084 
                 1.19050163 
                 0.000557036 
               
               
                 226 
                 3940368 
                 89057924 
                 XM_928933.1 
                 FLJ32154 
                 2.730511524 
                 1.07060656 
                 0.000558628 
               
               
                 227 
                 1980424 
                 13129119 
                 NM_024108.1 
                 TRAPPC6A 
                 30.5100061 
                 1.204130632 
                 0.000560504 
               
               
                 228 
                 3130711 
                 22748936 
                 NM_020750.1 
                 XPO5 
                 12.09222819 
                 1.135424285 
                 0.000572639 
               
               
                 229 
                 620722 
                 4506444 
                 NM_002896.1 
                 RBM4 
                 43.5385138 
                 1.203671935 
                 0.000578613 
               
               
                 230 
                 3400504 
                 66933015 
                 NM_000884.2 
                 IMPDH2 
                 69.11593701 
                 1.25700787 
                 0.000583684 
               
               
                 231 
                 2750521 
                 57634533 
                 NM_015135.1 
                 NUP205 
                 29.42766456 
                 1.221266897 
                 0.000585225 
               
               
                 232 
                 4060056 
                 55749643 
                 NM_015054.1 
                 KIAA0701 
                 −12.83668481 
                 0.883051575 
                 0.000597219 
               
               
                 233 
                 4640044 
                 21040335 
                 NM_138931.1 
                 BCL6 
                 −5.775066733 
                 0.890317809 
                 0.00060429 
               
               
                 234 
                 6110537 
                 88967388 
                 XM_931928.1 
                 LOC642816 
                 2.637522553 
                 1.065666772 
                 0.000612974 
               
               
                 235 
                 4640528 
                 13435126 
                 NM_025228.1 
                 TRAF3IP3 
                 75.87438371 
                 1.216408031 
                 0.000615875 
               
               
                 236 
                 5860400 
                 19557649 
                 NM_021052.2 
                 HIST1H2AE 
                 −11.74106542 
                 0.820379932 
                 0.000618118 
               
               
                 237 
                 990273 
                 34222323 
                 NM_015380.3 
                 SAMM50 
                 47.44338392 
                 1.204119339 
                 0.00063726 
               
               
                 238 
                 3990465 
                 89038158 
                 XM_496059.2 
                 LOC440261 
                 2.890329302 
                 1.065568707 
                 0.000641851 
               
               
                 239 
                 4860296 
                 42558244 
                 NM_032320.4 
                 BTBD10 
                 −25.33553958 
                 0.830860508 
                 0.000644443 
               
               
                 240 
                 1110358 
                 27469749 
                 BC041984 
                   
                 −5.896873872 
                 0.901523403 
                 0.000669438 
               
               
                 241 
                 5130767 
                 52352808 
                 NM_005902.3 
                 SMAD3 
                 27.20027806 
                 1.165895949 
                 0.00067007 
               
               
                 242 
                 6980609 
                 40255221 
                 NM_178839.3 
                 LRRTM1 
                 −3.098540364 
                 0.930415728 
                 0.000677469 
               
               
                 243 
                 2630719 
                 57222567 
                 NM_005937.2 
                 MLLT6 
                 67.91872541 
                 1.270330562 
                 0.000681074 
               
               
                 244 
                 7380274 
                 68509917 
                 NM_007167.2 
                 ZMYM6 
                 52.66472418 
                 1.182129748 
                 0.000687399 
               
               
                 245 
                 6480328 
                 39725684 
                 NM_025150.3 
                 TARSL1 
                 6.593485366 
                 1.123027001 
                 0.000690243 
               
               
                 246 
                 5820348 
                 48314819 
                 NM_017570.1 
                 OPLAH 
                 −45.18509526 
                 0.713924556 
                 0.000703103 
               
               
                 247 
                 130113 
                 56699400 
                 NM_052901.2 
                 SLC25A25 
                 18.42042548 
                 1.167822465 
                 0.000707163 
               
               
                 248 
                 6860243 
                 24430138 
                 NM_015540.2 
                 RPAP1 
                 7.937422972 
                 1.134855062 
                 0.00071637 
               
               
                 249 
                 5900414 
                 5031814 
                 NM_005548.1 
                 KARS 
                 23.41578115 
                 1.134554539 
                 0.000730069 
               
               
                 250 
                 1340338 
                 89041598 
                 XM_377476.3 
                 MGC57346 
                 17.93153367 
                 1.232438001 
                 0.000733975 
               
               
                 251 
                 2850576 
                 68160936 
                 NM_005082.4 
                 TRIM25 
                 −23.69158863 
                 0.821748384 
                 0.000737703 
               
               
                 252 
                 6960328 
                 75677605 
                 NM_001033515.1 
                 LOC389833 
                 5.635808116 
                 1.113339339 
                 0.000738593 
               
               
                 253 
                 20224 
                 47894448 
                 NM_206967.1 
                 MGC17624 
                 5.464481452 
                 1.099129587 
                 0.000741223 
               
               
                 254 
                 4560463 
                 4290896 
                 AI433683 
                   
                 −4.20815397 
                 0.91832369 
                 0.000764668 
               
               
                 255 
                 5490142 
                 50363239 
                 NM_002685.2 
                 EXOSC10 
                 64.67454838 
                 1.261126978 
                 0.000769548 
               
               
                 256 
                 240653 
                 19603939 
                 BM981444 
                   
                 −2.329460443 
                 0.946403267 
                 0.000785871 
               
               
                 257 
                 2750070 
                 18375517 
                 NM_001854.2 
                 COL11A1 
                 −3.554107591 
                 0.934385923 
                 0.000788658 
               
               
                 258 
                 6020575 
                 14249551 
                 NM_032839.1 
                 DIRC2 
                 −35.91490208 
                 0.820367822 
                 0.000797516 
               
               
                 259 
                 3710189 
                 38201688 
                 NM_002883.2 
                 RANGAP1 
                 65.259255 
                 1.257018161 
                 0.000797921 
               
               
                 260 
                 2710278 
                 52851445 
                 NM_005412.4 
                 SHMT2 
                 65.41415964 
                 1.2526449 
                 0.000800169 
               
               
                 261 
                 360343 
                 17105402 
                 NM_005103.3 
                 FEZ1 
                 12.70533853 
                 1.203271429 
                 0.00082364 
               
               
                 262 
                 2690576 
                 55953121 
                 NM_015705.4 
                 RUTBC3 
                 14.20156258 
                 1.166207066 
                 0.00084996 
               
               
                 263 
                 2120681 
                 13376061 
                 NM_024740.1 
                 ALG9 
                 12.03252127 
                 1.167495262 
                 0.000852968 
               
               
                 264 
                 1410369 
                 41350203 
                 NM_016286.2 
                 DCXR 
                 36.20150781 
                 1.200362836 
                 0.000857671 
               
               
                 265 
                 4850438 
                 39777595 
                 NM_021809.4 
                 TGIF2 
                 16.93614892 
                 1.169575173 
                 0.000858382 
               
               
                 266 
                 7100392 
                 16753208 
                 NM_017481.2 
                 UBQLN3 
                 4.445833834 
                 1.083359837 
                 0.000865917 
               
               
                 267 
                 1340731 
                 21361349 
                 NM_006643.2 
                 SDCCAG3 
                 29.22941312 
                 1.187927522 
                 0.00086772 
               
               
                 268 
                 2450603 
                 32967290 
                 NM_181803.1 
                 UBE2C 
                 −13.65767785 
                 0.824486907 
                 0.000875883 
               
               
                 269 
                 3390458 
                 25777636 
                 NM_002243.3 
                 KCNJ15 
                 −68.77822725 
                 0.761196715 
                 0.000892396 
               
               
                 270 
                 1990673 
                 52851448 
                 NM_173659.2 
                 RPUSD3 
                 26.38750171 
                 1.177225317 
                 0.000894737 
               
               
                 271 
                 4150632 
                 21618346 
                 NM_002756.2 
                 MAP2K3 
                 3.058914147 
                 1.065607186 
                 0.000899878 
               
               
                 272 
                 130451 
                 10835100 
                 NM_021078.1 
                 GCN5L2 
                 45.23903059 
                 1.24691539 
                 0.000902329 
               
               
                 273 
                 10338 
                 72534727 
                 NM_001031717.1 
                 CRELD1 
                 22.42405663 
                 1.23243055 
                 0.000913686 
               
               
                 274 
                 1500040 
                 30581134 
                 NM_006306.2 
                 SMC1L1 
                 7.353409474 
                 1.122782283 
                 0.00092398 
               
               
                 275 
                 730725 
                 40068037 
                 NM_016524.2 
                 SYT17 
                 3.962856298 
                 1.08382056 
                 0.000932685 
               
               
                 276 
                 3800270 
                 4757937 
                 NM_000648.1 
                 CCR2 
                 −2.41229231 
                 0.939356527 
                 0.000934322 
               
               
                 277 
                 5090204 
                 7661547 
                 NM_015702.1 
                 C2orf25 
                 −79.93887985 
                 0.842935199 
                 0.000959059 
               
               
                 278 
                 3170468 
                 7706726 
                 NM_016089.1 
                 ZNF589 
                 28.88231896 
                 1.256897786 
                 0.000963048 
               
               
                 279 
                 50164 
                 41281436 
                 NM_014669.2 
                 NUP93 
                 28.51197413 
                 1.174573985 
                 0.000965886 
               
               
                 280 
                 4050411 
                 34222200 
                 NM_153329.2 
                 ALDH16A1 
                 53.51905541 
                 1.260140642 
                 0.000966212 
               
               
                 281 
                 380315 
                 7705725 
                 NM_015959.1 
                 TXNDC14 
                 36.56045278 
                 1.18069957 
                 0.000967375 
               
               
                 282 
                 6650541 
                 70980545 
                 NM_176880.4 
                 TRA16 
                 14.18996137 
                 1.190005746 
                 0.000987075 
               
               
                 283 
                 1440291 
                 14589867 
                 NM_001716.2 
                 BLR1 
                 4.157558649 
                 1.091968062 
                 0.00099509 
               
               
                 284 
                 4880373 
                 27842881 
                 BX096603 
                   
                 10.23388569 
                 1.158997206 
                 0.000998463 
               
               
                 285 
                 2120356 
                 39888074 
                 CK299581 
                   
                 2.430006552 
                 1.065215654 
                 0.001020522 
               
               
                 286 
                 160682 
                 54112120 
                 NM_012426.3 
                 SF3B3 
                 44.15684822 
                 1.219213777 
                 0.001029969 
               
               
                 287 
                 4280047 
                 34577088 
                 NM_183382.1 
                 RNF13 
                 −75.68323448 
                 0.750155587 
                 0.001037306 
               
               
                 288 
                 1740576 
                 41281526 
                 NM_014871.2 
                 USP52 
                 19.95561799 
                 1.213504932 
                 0.001055174 
               
               
                 289 
                 2480082 
                 35493922 
                 NM_006031.3 
                 PCNT2 
                 29.27063181 
                 1.159621239 
                 0.001070467 
               
               
                 290 
                 6110328 
                 23111065 
                 NM_003645.2 
                 SLC27A2 
                 −4.068829061 
                 0.923612267 
                 0.001075869 
               
               
                 291 
                 6660056 
                 13743863 
                 BG217842 
                   
                 −33.02507288 
                 0.769709246 
                 0.001076096 
               
               
                 292 
                 1500717 
                 73765543 
                 NM_000314.3 
                 PTEN 
                 −65.04739132 
                 0.804962827 
                 0.001088331 
               
               
                 293 
                 7330487 
                 52485986 
                 NM_002566.4 
                 P2RY11 
                 28.34353619 
                 1.266107577 
                 0.00109239 
               
               
                 294 
                 2510324 
                 7253951 
                 AW578902 
                   
                 −5.837784587 
                 0.909758543 
                 0.001097496 
               
               
                 295 
                 2760110 
                 31542241 
                 NM_017917.2 
                 C14orf10 
                 −58.83249801 
                 0.816539548 
                 0.001102809 
               
               
                 296 
                 3140142 
                 32698741 
                 NM_020925.1 
                 CACHD1 
                 −2.700091737 
                 0.936782452 
                 0.001113125 
               
               
                 297 
                 6400563 
                 14150188 
                 NM_032369.1 
                 MGC15619 
                 27.91382697 
                 1.187624618 
                 0.001114572 
               
               
                 298 
                 7000768 
                 63003900 
                 NM_017773.2 
                 LAX1 
                 36.42003819 
                 1.258339525 
                 0.001121704 
               
               
                 299 
                 2030450 
                 6912355 
                 NM_012155.1 
                 EML2 
                 42.34533266 
                 1.168946841 
                 0.001122558 
               
               
                 300 
                 3930687 
                 71061448 
                 NM_024326.2 
                 FBXL15 
                 41.8339122 
                 1.225791909 
                 0.00112491 
               
               
                 301 
                 770452 
                 89029874 
                 XM_928878.1 
                 LOC392364 
                 3.076035108 
                 1.070389607 
                 0.001136035 
               
               
                 302 
                 4390615 
                 19924152 
                 NM_138557.1 
                 TLR4 
                 −47.03190471 
                 0.76415391 
                 0.001140352 
               
               
                 303 
                 2190524 
                 46370053 
                 NM_019011.4 
                 TRIAD3 
                 24.07686324 
                 1.177162245 
                 0.001145386 
               
               
                 304 
                 5360674 
                 32455240 
                 NM_178232.2 
                 HAPLN3 
                 17.16381664 
                 1.244549462 
                 0.001189577 
               
               
                 305 
                 4760364 
                 62912469 
                 NM_001017403.1 
                 LGR6 
                 15.47756491 
                 1.23125561 
                 0.001208655 
               
               
                 306 
                 4150768 
                 7661817 
                 NM_014181.1 
                 HSPC159 
                 −19.17476534 
                 0.78372152 
                 0.001216429 
               
               
                 307 
                 2970332 
                 50593004 
                 NM_006328.2 
                 RBM14 
                 73.69517521 
                 1.214022777 
                 0.001227948 
               
               
                 308 
                 2370341 
                 88982372 
                 XM_932015.1 
                 LOC643401 
                 2.094536796 
                 1.05887807 
                 0.001232055 
               
               
                 309 
                 940754 
                 7657332 
                 NM_014358.1 
                 CLEC4E 
                 −29.11656126 
                 0.74583825 
                 0.00124297 
               
               
                 310 
                 1090048 
                 48976062 
                 NM_153611.3 
                 CYBASC3 
                 49.70244398 
                 1.217479345 
                 0.001247126 
               
               
                 311 
                 5910343 
                 88953692 
                 XM_929793.1 
                 LOC646836 
                 6.392732823 
                 1.113777423 
                 0.001249592 
               
               
                 312 
                 2810674 
                 88970691 
                 XM_942926.1 
                 LOC647649 
                 2.321532121 
                 1.054742893 
                 0.001252869 
               
               
                 313 
                 6350017 
                 4505462 
                 NM_003632.1 
                 CNTNAP1 
                 8.432099288 
                 1.161986349 
                 0.001272112 
               
               
                 314 
                 2000390 
                 32130539 
                 NM_012395.2 
                 PFTK1 
                 −11.44388985 
                 0.844274751 
                 0.001272449 
               
               
                 315 
                 360402 
                 12383073 
                 NM_022830.1 
                 RBM21 
                 12.81737281 
                 1.157133003 
                 0.001289751 
               
               
                 316 
                 6270364 
                 77157783 
                 NM_015044.3 
                 GGA2 
                 54.90600546 
                 1.283424211 
                 0.001302584 
               
               
                 317 
                 7510224 
                 89037451 
                 XM_929560.1 
                 ACOT1 
                 5.220050681 
                 1.097059274 
                 0.001314489 
               
               
                 318 
                 3850025 
                 21536366 
                 NM_139353.1 
                 TAF1C 
                 75.95063347 
                 1.204746923 
                 0.001320044 
               
               
                 319 
                 2640373 
                 71040087 
                 NM_000449.3 
                 RFX5 
                 40.58475673 
                 1.195639991 
                 0.001352801 
               
               
                 320 
                 1940543 
                 62243651 
                 NM_001013848.1 
                 EXOC6 
                 −35.01537314 
                 0.76458234 
                 0.001357439 
               
               
                 321 
                 1820142 
                 34147665 
                 NM_006374.3 
                 STK25 
                 30.72099994 
                 1.157095215 
                 0.001358231 
               
               
                 322 
                 1470332 
                 21450778 
                 NM_145036.1 
                 MGC33887 
                 2.451633821 
                 1.057340207 
                 0.001380734 
               
               
                 323 
                 2070241 
                 23397461 
                 NM_153211.1 
                 C18orf17 
                 26.57907091 
                 1.195520367 
                 0.001380825 
               
               
                 324 
                 6200746 
                 39725655 
                 NM_032376.2 
                 TMEM101 
                 20.79524943 
                 1.135857258 
                 0.001392087 
               
               
                 325 
                 5130154 
                 2115625 
                 AA431917 
                   
                 2.687068685 
                 1.060681089 
                 0.001397186 
               
               
                 326 
                 7650605 
                 13489098 
                 NM_024681.1 
                 KCTD17 
                 42.15691645 
                 1.219877312 
                 0.001398325 
               
               
                 327 
                 990224 
                 40538798 
                 NM_020131.3 
                 UBQLN4 
                 44.15987403 
                 1.241656798 
                 0.001409781 
               
               
                 328 
                 6110142 
                 21389554 
                 NM_144666.1 
                 DNHD1 
                 10.18272952 
                 1.176487041 
                 0.001414669 
               
               
                 329 
                 520154 
                 34527067 
                 AK130294 
                   
                 21.74202891 
                 1.237530114 
                 0.001416293 
               
               
                 330 
                 2650164 
                 57164941 
                 NM_001008938.1 
                 CKAP5 
                 29.33938351 
                 1.191276253 
                 0.001417373 
               
               
                 331 
                 6370463 
                 89047258 
                 XM_925913.1 
                 LOC653063 
                 2.808209897 
                 1.065349534 
                 0.00141842 
               
               
                 332 
                 6020500 
                 27477133 
                 NM_024923.2 
                 NUP210 
                 37.64775789 
                 1.196401091 
                 0.001418525 
               
               
                 333 
                 7380328 
                 11141876 
                 NM_021805.1 
                 SIGIRR 
                 25.06501581 
                 1.245654007 
                 0.001427724 
               
               
                 334 
                 4200451 
                 88983572 
                 XM_068632.5 
                 LOC133993 
                 3.341967043 
                 1.065344844 
                 0.001430887 
               
               
                 335 
                 1430156 
                 13129099 
                 NM_024096.1 
                 XTP3TPA 
                 21.55693285 
                 1.173886359 
                 0.001430912 
               
               
                 336 
                 2490747 
                 4501840 
                 NM_001605.1 
                 AARS 
                 77.76894401 
                 1.276356344 
                 0.001432837 
               
               
                 337 
                 1010612 
                 31542677 
                 NM_031206.2 
                 LAS1L 
                 12.21303662 
                 1.172490221 
                 0.001437935 
               
               
                 338 
                 2630181 
                 38570053 
                 NM_020408.3 
                 C6orf149 
                 8.470600619 
                 1.14906581 
                 0.001455672 
               
               
                 339 
                 1450082 
                 29789121 
                 NM_021117.1 
                 CRY2 
                 17.52300597 
                 1.161214169 
                 0.001456531 
               
               
                 340 
                 3940020 
                 38149169 
                 CF887308 
                   
                 2.194774646 
                 1.057872899 
                 0.001465205 
               
               
                 341 
                 2970440 
                 51592099 
                 NM_014675.2 
                 CROCC 
                 5.396550969 
                 1.094770922 
                 0.001466061 
               
               
                 342 
                 3990192 
                 6912279 
                 NM_012111.1 
                 AHSA1 
                 28.18197892 
                 1.15069417 
                 0.001481716 
               
               
                 343 
                 3830278 
                 12751496 
                 NM_023080.1 
                 C8orf33 
                 11.18572632 
                 1.129068947 
                 0.001502437 
               
               
                 344 
                 2070131 
                 22035596 
                 NM_031420.2 
                 MRPL9 
                 31.85307452 
                 1.167431606 
                 0.001511617 
               
               
                 345 
                 6040259 
                 31652258 
                 NM_032853.2 
                 MUM1 
                 21.48103217 
                 1.229453813 
                 0.001518048 
               
               
                 346 
                 650014 
                 37237779 
                 CF619198 
                   
                 2.327816537 
                 1.063259079 
                 0.0015214 
               
               
                 347 
                 1690504 
                 27831422 
                 BX101820 
                   
                 2.143929406 
                 1.056737612 
                 0.00152161 
               
               
                 348 
                 5080056 
                 39841072 
                 NM_018079.3 
                 FLJ10379 
                 −24.26466131 
                 0.832390434 
                 0.001525093 
               
               
                 349 
                 7100504 
                 39652617 
                 NM_004623.2 
                 TTC4 
                 36.08459854 
                 1.184629696 
                 0.001561337 
               
               
                 350 
                 5890273 
                 21071040 
                 NM_014141.3 
                 CNTNAP2 
                 6.595271148 
                 1.146748332 
                 0.001599007 
               
               
                 351 
                 7610546 
                 40255053 
                 NM_032717.3 
                 HMFN0839 
                 −54.94911949 
                 0.781061678 
                 0.001603755 
               
               
                 352 
                 6020132 
                 41281777 
                 NM_152943.1 
                 ZNF268 
                 2.648966818 
                 1.059765454 
                 0.001607376 
               
               
                 353 
                 6110133 
                 15042936 
                 NM_007365.1 
                 PADI2 
                 −9.370076681 
                 0.86480149 
                 0.001614081 
               
               
                 354 
                 2000474 
                 17965839 
                 BM272556 
                   
                 −2.55867557 
                 0.936510151 
                 0.001622817 
               
               
                 355 
                 2030747 
                 34222148 
                 NM_032138.3 
                 KBTBD7 
                 −29.27404586 
                 0.760659869 
                 0.001628042 
               
               
                 356 
                 5560093 
                 34531894 
                 AK125708 
                   
                 3.295857766 
                 1.075280337 
                 0.001644271 
               
               
                 357 
                 610465 
                 41393562 
                 NM_015074.2 
                 KIF1B 
                 −69.35956203 
                 0.733288248 
                 0.001645719 
               
               
                 358 
                 3400372 
                 53692181 
                 NM_015002.2 
                 FBXO21 
                 26.3299661 
                 1.15897828 
                 0.001663991 
               
               
                 359 
                 6580075 
                 20149575 
                 NM_006164.2 
                 NFE2L2 
                 −62.000525 
                 0.78335815 
                 0.001666828 
               
               
                 360 
                 5130747 
                 23238724 
                 BU587445 
                   
                 5.206540958 
                 1.107947177 
                 0.001673048 
               
               
                 361 
                 6650576 
                 24787676 
                 CA424950 
                   
                 2.962661443 
                 1.070519384 
                 0.001676488 
               
               
                 362 
                 4120086 
                 13569871 
                 NM_030915.1 
                 LBH 
                 4.189390797 
                 1.079490285 
                 0.001706774 
               
               
                 363 
                 3130019 
                 20143980 
                 NM_014234.3 
                 HSD17B8 
                 21.75170555 
                 1.196488957 
                 0.001711828 
               
               
                 364 
                 4200148 
                 42660194 
                 XM_378421 
                   
                 14.16364107 
                 1.189819518 
                 0.001713891 
               
               
                 365 
                 940706 
                 88989505 
                 XM_939144.1 
                 LOC650058 
                 2.002405673 
                 1.048229223 
                 0.001739768 
               
               
                 366 
                 20553 
                 42789728 
                 NM_006152.2 
                 LRMP 
                 −74.82036091 
                 0.849300145 
                 0.001740334 
               
               
                 367 
                 5550270 
                 27838297 
                 BX113537 
                   
                 3.941936997 
                 1.086914048 
                 0.00175354 
               
               
                 368 
                 4570612 
                 51477715 
                 NM_006122.2 
                 MAN2A2 
                 −44.39209005 
                 0.795587215 
                 0.001768914 
               
               
                 369 
                 3390008 
                 24475884 
                 NM_003475.2 
                 RASSF7 
                 57.42044838 
                 1.233262979 
                 0.001787024 
               
               
                 370 
                 4730088 
                 50484029 
                 CR603222 
                   
                 3.836354648 
                 1.077928085 
                 0.001799439 
               
               
                 371 
                 670376 
                 38158012 
                 NM_182830.2 
                 MAMDC1 
                 2.798906913 
                 1.068655473 
                 0.0018053 
               
               
                 372 
                 7400431 
                 24234746 
                 NM_004515.2 
                 ILF2 
                 63.52810868 
                 1.160207487 
                 0.001806039 
               
               
                 373 
                 520360 
                 40254941 
                 NM_020448.2 
                 NPAL3 
                 20.03362452 
                 1.165178541 
                 0.00181287 
               
               
                 374 
                 1240440 
                 48762680 
                 NM_000701.6 
                 ATP1A1 
                 37.53285116 
                 1.204524584 
                 0.001815625 
               
               
                 375 
                 6380358 
                 73912719 
                 NM_001032363.1 
                 C1orf151 
                 3.003480865 
                 1.065127964 
                 0.001856986 
               
               
                 376 
                 7400240 
                 50541941 
                 NM_000488.2 
                 SERPINC1 
                 2.88345468 
                 1.067256547 
                 0.001886392 
               
               
                 377 
                 6110672 
                 68303646 
                 NM_001025077.1 
                 CUGBP2 
                 −49.70921613 
                 0.826255573 
                 0.001902574 
               
               
                 378 
                 7050196 
                 88988812 
                 XM_943393.1 
                 LOC647784 
                 2.371716902 
                 1.058914165 
                 0.001918129 
               
               
                 379 
                 1070377 
                 66346718 
                 NM_207106.2 
                 UIP1 
                 32.34029956 
                 1.192004187 
                 0.0019244 
               
               
                 380 
                 50347 
                 57862814 
                 NR_002196.1 
                 H19 
                 4.098623993 
                 1.09014366 
                 0.001939512 
               
               
                 381 
                 6510452 
                 7794142 
                 AW779539 
                   
                 2.742193271 
                 1.058591264 
                 0.001982133 
               
               
                 382 
                 5130142 
                 50301239 
                 NM_001001998.1 
                 EXOSC10 
                 23.91241934 
                 1.189832508 
                 0.001984951 
               
               
                 383 
                 6770142 
                 37693992 
                 NM_002513.2 
                 NME3 
                 51.08647128 
                 1.205555171 
                 0.001991096 
               
               
                 384 
                 3400176 
                 39725947 
                 NM_015517.3 
                 MIZF 
                 13.64333077 
                 1.107326504 
                 0.001995042 
               
               
                 385 
                 610653 
                 4826650 
                 NM_004928.1 
                 C21orf2 
                 33.52242941 
                 1.236381199 
                 0.001998985 
               
               
                 386 
                 3940386 
                 39995110 
                 NM_000849.3 
                 GSTM3 
                 8.079852703 
                 1.155645076 
                 0.002004006 
               
               
                 387 
                 2100519 
                 54144638 
                 NM_006469.4 
                 IVNS1ABP 
                 −63.08035217 
                 0.81392201 
                 0.002018303 
               
               
                 388 
                 5130553 
                 19001887 
                 BM688622 
                   
                 2.603201451 
                 1.065274697 
                 0.002038439 
               
               
                 389 
                 5690008 
                 4885584 
                 NM_005500.1 
                 SAE1 
                 75.82328648 
                 1.157051883 
                 0.002042091 
               
               
                 390 
                 7160164 
                 40354200 
                 NM_199184.1 
                 C6orf108 
                 26.45996909 
                 1.188835551 
                 0.002055282 
               
               
                 391 
                 4610619 
                 34147351 
                 NM_024046.2 
                 CAMKV 
                 −3.847147069 
                 0.927934773 
                 0.002074291 
               
               
                 392 
                 4010673 
                 38149909 
                 NM_198138.1 
                 SEC31L2 
                 10.15672126 
                 1.132559406 
                 0.00207951 
               
               
                 393 
                 3780220 
                 8922497 
                 NM_018129.1 
                 PNPO 
                 47.19395989 
                 1.242699483 
                 0.002083951 
               
               
                 394 
                 3440040 
                 88989998 
                 XM_944927.1 
                 LOC649242 
                 −2.349265137 
                 0.942740447 
                 0.002090613 
               
               
                 395 
                 6040639 
                 4757733 
                 NM_004833.1 
                 AIM2 
                 −39.37522134 
                 0.756948245 
                 0.002136117 
               
               
                 396 
                 430100 
                 34222094 
                 NM_012212.2 
                 LTB4DH 
                 −2.891199796 
                 0.93528499 
                 0.002137898 
               
               
                 397 
                 5270450 
                 31004095 
                 CD243631 
                   
                 −2.682928323 
                 0.934932365 
                 0.002141697 
               
               
                 398 
                 4900497 
                 18979657 
                 BM669760 
                   
                 2.394474482 
                 1.055793869 
                 0.002144886 
               
               
                 399 
                 6250338 
                 22748798 
                 NM_152371.1 
                 C1orf93 
                 20.43951257 
                 1.20374194 
                 0.002146632 
               
               
                 400 
                 5720424 
                 54607107 
                 NM_031449.3 
                 DKFZp761I2123 
                 28.39880817 
                 1.24615102 
                 0.002146928 
               
               
                 401 
                 5570632 
                 51587022 
                 CR738137 
                   
                 −3.700734709 
                 0.919525529 
                 0.002155079 
               
               
                 402 
                 2650152 
                 29789109 
                 NM_020698.1 
                 TMCC3 
                 −29.36456043 
                 0.795720773 
                 0.002157529 
               
               
                 403 
                 5390100 
                 42544135 
                 NM_015713.3 
                 RRM2B 
                 −28.5915367 
                 0.768583225 
                 0.002165583 
               
               
                 404 
                 6380050 
                 74229007 
                 NM_001032999.1 
                 CBFA2T2 
                 3.841545355 
                 1.0857201 
                 0.002166999 
               
               
                 405 
                 4260053 
                 19747275 
                 NM_133325.1 
                 PHF10 
                 49.7681192 
                 1.179062329 
                 0.002169686 
               
               
                 406 
                 4810327 
                 2046104 
                 AA393134 
                   
                 −2.484180664 
                 0.938614611 
                 0.002175145 
               
               
                 407 
                 5720497 
                 25777601 
                 NM_002808.3 
                 PSMD2 
                 31.15011938 
                 1.146090486 
                 0.002181127 
               
               
                 408 
                 630091 
                 21536482 
                 NM_003518.3 
                 HIST1H2BG 
                 −13.60500067 
                 0.819384796 
                 0.00218131 
               
               
                 409 
                 2850274 
                 88952955 
                 XM_926366.1 
                 LOC653181 
                 −1.935228719 
                 0.953381316 
                 0.002182192 
               
               
                 410 
                 1710100 
                 54860104 
                 NM_018054.4 
                 ARHGAP17 
                 53.494328 
                 1.203378443 
                 0.002183767 
               
               
                 411 
                 6650482 
                 27811314 
                 CB066794 
                   
                 2.266652104 
                 1.055934349 
                 0.002184843 
               
               
                 412 
                 6040196 
                 34335276 
                 NM_015568.2 
                 PPP1R16B 
                 28.57922477 
                 1.214435517 
                 0.002197064 
               
               
                 413 
                 2510132 
                 34147385 
                 NM_024844.2 
                 NUP85 
                 25.75983033 
                 1.159776012 
                 0.002199934 
               
               
                 414 
                 3460242 
                 20127505 
                 NM_006556.2 
                 PMVK 
                 16.95917741 
                 1.145346624 
                 0.002201696 
               
               
                 415 
                 5870300 
                 19592429 
                 BM974838 
                   
                 3.55266692 
                 1.080305117 
                 0.00220268 
               
               
                 416 
                 1010754 
                 34101267 
                 NM_020803.3 
                 KLHL8 
                 −26.74101975 
                 0.788060862 
                 0.002203432 
               
               
                 417 
                 4540088 
                 16877451 
                 BC016972 
                   
                 −3.538684311 
                 0.925430866 
                 0.002221092 
               
               
                 418 
                 630768 
                 13399321 
                 NM_024662.1 
                 NAT10 
                 18.28438533 
                 1.168615183 
                 0.00222234 
               
               
                 419 
                 3840131 
                 13376746 
                 NM_025152.1 
                 NUBPL 
                 6.311302866 
                 1.116147303 
                 0.002242144 
               
               
                 420 
                 5050390 
                 58331183 
                 NM_006429.2 
                 CCT7 
                 36.9437154 
                 1.173816637 
                 0.002248928 
               
               
                 421 
                 730543 
                 54144651 
                 NM_001517.4 
                 GTF2H4 
                 14.70939523 
                 1.167778973 
                 0.002249712 
               
               
                 422 
                 840139 
                 24792039 
                 CA429313 
                   
                 2.270203986 
                 1.054352894 
                 0.002252613 
               
               
                 423 
                 7380241 
                 39812261 
                 NM_003530.3 
                 HIST1H3D 
                 −21.86668228 
                 0.793726621 
                 0.00226776 
               
               
                 424 
                 3940338 
                 12669910 
                 NM_005225.1 
                 E2F1 
                 −5.162386453 
                 0.908474544 
                 0.002305931 
               
               
                 425 
                 7650458 
                 62422567 
                 NM_001313.3 
                 CRMP1 
                 5.572953708 
                 1.098993806 
                 0.00231087 
               
               
                 426 
                 6110132 
                 13376252 
                 NM_024839.1 
                 RPP21 
                 59.80821658 
                 1.179349782 
                 0.002310908 
               
               
                 427 
                 3130291 
                 27886542 
                 NM_004555.2 
                 NFATC3 
                 15.6758675 
                 1.14504507 
                 0.002320651 
               
               
                 428 
                 7380347 
                 55743082 
                 NM_001006940.1 
                 ALG3 
                 23.9546724 
                 1.169231331 
                 0.002321091 
               
               
                 429 
                 6550762 
                 27734876 
                 NM_173555.1 
                 TYSND1 
                 36.94434887 
                 1.185786991 
                 0.002333003 
               
               
                 430 
                 1030041 
                 40788014 
                 NM_021209.3 
                 CARD12 
                 −24.56951249 
                 0.818818786 
                 0.002358744 
               
               
                 431 
                 1820341 
                 21396488 
                 NM_004793.2 
                 PRSS15 
                 22.47364221 
                 1.206078489 
                 0.002396097 
               
               
                 432 
                 2370593 
                 66348044 
                 NM_016478.3 
                 ZC3HC1 
                 19.91283504 
                 1.166411255 
                 0.002399701 
               
               
                 433 
                 6650403 
                 7706336 
                 NM_016057.1 
                 COPZ1 
                 40.88815665 
                 1.163358795 
                 0.002410936 
               
               
                 434 
                 3710228 
                 62739164 
                 NM_182943.2 
                 PLOD2 
                 −6.41581762 
                 0.875464193 
                 0.002417035 
               
               
                 435 
                 1090139 
                 24475981 
                 NM_016464.2 
                 HSPC196 
                 22.43444477 
                 1.189752629 
                 0.002427259 
               
               
                 436 
                 2070494 
                 24234749 
                 NM_012218.2 
                 ILF3 
                 66.65536913 
                 1.264598066 
                 0.00246216 
               
               
                 437 
                 6480458 
                 71773200 
                 NM_001030018.1 
                 APRT 
                 49.22444358 
                 1.266012441 
                 0.002496455 
               
               
                 438 
                 830754 
                 11277467 
                 NM_006427.2 
                 SIVA 
                 15.28911626 
                 1.123182292 
                 0.002511787 
               
               
                 439 
                 5090554 
                 38016938 
                 NM_002150.2 
                 HPD 
                 −6.000610516 
                 0.892380431 
                 0.002530391 
               
               
                 440 
                 5090047 
                 28416952 
                 NM_032501.2 
                 ACSS1 
                 35.01148376 
                 1.184237465 
                 0.002539779 
               
               
                 441 
                 4880681 
                 21361381 
                 NM_007171.2 
                 POMT1 
                 12.61365289 
                 1.174440001 
                 0.002541681 
               
               
                 442 
                 7200477 
                 6640026 
                 AW263210 
                   
                 −1.678426858 
                 0.960397391 
                 0.002564708 
               
               
                 443 
                 2750035 
                 65508349 
                 NM_001018062.1 
                 LOC51149 
                 2.484711498 
                 1.062668028 
                 0.002577857 
               
               
                 444 
                 3290019 
                 54607143 
                 NM_152735.3 
                 ZBTB9 
                 14.11460038 
                 1.157880814 
                 0.002589178 
               
               
                 445 
                 3850020 
                 10437827 
                 AK025332 
                   
                 −26.25812165 
                 0.759114727 
                 0.002632909 
               
               
                 446 
                 5670274 
                 22035641 
                 NM_030644.1 
                 APOL3 
                 28.59518167 
                 1.194613178 
                 0.002633129 
               
               
                 447 
                 2760064 
                 24234721 
                 NM_006260.2 
                 DNAJC3 
                 −6.571723401 
                 0.884214748 
                 0.002633237 
               
               
                 448 
                 5570661 
                 34147500 
                 NM_020315.3 
                 PDXP 
                 25.74017676 
                 1.220220548 
                 0.002654539 
               
               
                 449 
                 5090315 
                 51094102 
                 NM_019082.2 
                 DDX56 
                 52.28321626 
                 1.235529494 
                 0.002654824 
               
               
                 450 
                 3140088 
                 45387930 
                 NM_205548.1 
                 UNQ9217 
                 −3.394067971 
                 0.932686171 
                 0.002657711 
               
               
                 451 
                 4010048 
                 34304338 
                 NM_004035.4 
                 ACOX1 
                 −43.72066716 
                 0.802689627 
                 0.002662627 
               
               
                 452 
                 7380736 
                 40317621 
                 NM_199176.1 
                 MRRF 
                 4.945702746 
                 1.084721323 
                 0.002666503 
               
               
                 453 
                 1170139 
                 52421789 
                 NM_033141.2 
                 MAP3K9 
                 3.726192295 
                 1.066369155 
                 0.002667438 
               
               
                 454 
                 5260184 
                 32217345 
                 CD693563 
                   
                 10.93731216 
                 1.194775359 
                 0.002672296 
               
               
                 455 
                 7320594 
                 55956901 
                 NM_006724.2 
                 MAP3K4 
                 21.59370431 
                 1.158641495 
                 0.002720574 
               
               
                 456 
                 4900398 
                 89060532 
                 XM_946033.1 
                 LOC652809 
                 −3.418618822 
                 0.935923831 
                 0.002738753 
               
               
                 457 
                 2850288 
                 31077212 
                 NM_001530.2 
                 HIF1A 
                 −17.7068821 
                 0.797710279 
                 0.002742525 
               
               
                 458 
                 6660471 
                 25306269 
                 NM_016050.2 
                 MRPL11 
                 28.56600561 
                 1.177667177 
                 0.002745508 
               
               
                 459 
                 1710189 
                 5453751 
                 NM_006424.1 
                 SLC34A2 
                 2.229363981 
                 1.050166934 
                 0.002749561 
               
               
                 460 
                 6620674 
                 34147574 
                 NM_006410.3 
                 HTATIP2 
                 −17.29978654 
                 0.88693604 
                 0.002756336 
               
               
                 461 
                 5890494 
                 47834345 
                 NM_012257.3 
                 HBP1 
                 −50.56848683 
                 0.83510744 
                 0.002765307 
               
               
                 462 
                 7160767 
                 89042800 
                 XM_945544.1 
                 UBE2Z 
                 55.13945078 
                 1.130117008 
                 0.002775733 
               
               
                 463 
                 1510224 
                 53729323 
                 NM_017838.3 
                 NOLA2 
                 35.91106831 
                 1.179080572 
                 0.002802852 
               
               
                 464 
                 380541 
                 27436919 
                 NM_003971.3 
                 SPAG9 
                 −16.78481129 
                 0.871575447 
                 0.00282301 
               
               
                 465 
                 1450523 
                 89035472 
                 XM_930820.1 
                 LRRK2 
                 −68.96090215 
                 0.719755782 
                 0.002825347 
               
               
                 466 
                 6520241 
                 23510351 
                 NM_020679.2 
                 MIF4GD 
                 27.40320804 
                 1.159950156 
                 0.002830456 
               
               
                 467 
                 60468 
                 17017983 
                 NM_001261.2 
                 CDK9 
                 24.99861391 
                 1.168629649 
                 0.00283774 
               
               
                 468 
                 6110228 
                 50355989 
                 NM_173855.3 
                 MORN3 
                 3.709222234 
                 1.08270705 
                 0.002842034 
               
               
                 469 
                 580050 
                 31543835 
                 NM_016616.2 
                 TXNDC3 
                 −27.04827067 
                 0.793501561 
                 0.00284596 
               
               
                 470 
                 3780243 
                 55953128 
                 NM_001550.2 
                 IFRD1 
                 −50.9467186 
                 0.757230602 
                 0.002863928 
               
               
                 471 
                 5090647 
                 2816926 
                 AA765688 
                   
                 −2.251315518 
                 0.946398658 
                 0.002880931 
               
               
                 472 
                 5340162 
                 56550038 
                 NM_005933.2 
                 MLL 
                 23.28905135 
                 1.270793653 
                 0.00290127 
               
               
                 473 
                 7560603 
                 21071035 
                 NM_020926.2 
                 BCOR 
                 3.835536594 
                 1.073378361 
                 0.002913866 
               
               
                 474 
                 5820465 
                 21361852 
                 NM_020405.3 
                 PLXDC1 
                 10.07727623 
                 1.144744368 
                 0.002918091 
               
               
                 475 
                 7000224 
                 20336295 
                 NM_018380.2 
                 DDX28 
                 12.70400328 
                 1.117735353 
                 0.002939555 
               
               
                 476 
                 3420682 
                 9257200 
                 NM_015722.2 
                 DRD1IP 
                 3.175697509 
                 1.074847011 
                 0.002940764 
               
               
                 477 
                 1470541 
                 24532964 
                 CA314866 
                   
                 −2.368897154 
                 0.945452428 
                 0.002942185 
               
               
                 478 
                 940450 
                 61966858 
                 NM_001013706.1 
                 LOC440503 
                 −6.987092813 
                 0.869107661 
                 0.002951728 
               
               
                 479 
                 6270215 
                 89041715 
                 XM_373742.4 
                 MGC40489 
                 3.326299967 
                 1.07180415 
                 0.002959387 
               
               
                 480 
                 5050653 
                 24432071 
                 NM_145032.2 
                 FBXL13 
                 −18.83916692 
                 0.810627797 
                 0.002971531 
               
               
                 481 
                 1070189 
                 5729975 
                 NM_006608.1 
                 PHTF1 
                 −24.33989005 
                 0.794747722 
                 0.002986487 
               
               
                 482 
                 650767 
                 30795205 
                 NM_006243.2 
                 PPP2R5A 
                 −67.1556536 
                 0.847031344 
                 0.002994704 
               
               
                 483 
                 6280168 
                 21450799 
                 NM_145043.1 
                 NEIL2 
                 19.88048242 
                 1.19544672 
                 0.002995077 
               
               
                 484 
                 2640278 
                 22027508 
                 NM_017955.2 
                 CDCA4 
                 6.698447811 
                 1.111031409 
                 0.002997021 
               
               
                   
               
            
           
         
       
     
     
       
         
           
               
             
               
                 TABLE 3 
               
               
                   
               
               
                 Svm algorithm 
               
               
                   
               
             
            
               
                   
               
            
           
           
               
            
               
                 perform.Ttest &lt;- function(data.set,classes,class.1,class.2) 
               
               
                 { 
               
               
                  data1 &lt;- data.set[,which(classes == class.1)] 
               
               
                  data2 &lt;- data.set[,which(classes == class.2)] 
               
               
                  matrixForTTest &lt;- cbind(data1,data2) 
               
               
                  num.data1 &lt;- dim(data1)[2] 
               
               
                  num.Total &lt;- dim(matrixForTTest)[2] 
               
               
                  Ttest_p_value &lt;- apply( matrixForTTest , 
               
               
                             1 , 
               
               
                             function(x , nData1, nTotal) { 
               
               
                                 t.test( x[1:nData1], x[nData1+1:nTotal] 
               
               
                 )$p.value 
               
               
                                } , 
               
               
                             nData1 = num.data1 , 
               
               
                             nTotal = num.Total ) 
               
               
                  return(Ttest_p_value) 
               
               
                 } 
               
               
                 ######################## MAINPROGRAMM 
               
               
                 ######################################### 
               
               
                 ### Daten laden ### 
               
               
                 load(src.file.data.train) 
               
               
                 pc    &lt;- raw.Data 
               
               
                 classes.pc &lt;- sampleSheet[,3] 
               
               
                 ### LOO CV ### 
               
               
                 pvals.pc1  &lt;- perform.Ttest(pc[,−1],classes.pc[−1],class.1,class.2) 
               
               
                 pvals.pc2  &lt;- perform.Ttest(pc[,−2],classes.pc[−2],class.1,class.2) 
               
               
                 pvals.pc3  &lt;- perform.Ttest(pc[,−3],classes.pc[−3],class.1,class.2) 
               
               
                 pvals.pc4  &lt;- perform.Ttest(pc[,−4],classes.pc[−4],class.1,class.2) 
               
               
                 pvals.pc5  &lt;- perform.Ttest(pc[,−5],classes.pc[−5],class.1,class.2) 
               
               
                 pvals.pc6  &lt;- perform.Ttest(pc[,−6],classes.pc[−6],class.1,class.2) 
               
               
                 pvals.pc7  &lt;- perform.Ttest(pc[,−7],classes.pc[−7],class.1,class.2) 
               
               
                 pvals.pc8  &lt;- perform.Ttest(pc[,−8],classes.pc[−8],class.1,class.2) 
               
               
                 pvals.pc9  &lt;- perform.Ttest(pc[,−9],classes.pc[−9],class.1,class.2) 
               
               
                 pvals.pc10 &lt;- perform.Ttest(pc[,−10],classes.pc[−10],class.1,class.2) 
               
               
                 pvals.pc11 &lt;- perform.Ttest(pc[,−11],classes.pc[−11],class.1,class.2) 
               
               
                 pvals.pc12 &lt;- perform.Ttest(pc[,−12],classes.pc[−12],class.1,class.2) 
               
               
                 pvals.pc13 &lt;- perform.Ttest(pc[,−13],classes.pc[−13],class.1,class.2) 
               
               
                 pvals.pc14 &lt;- perform.Ttest(pc[,−14],classes.pc[−14],class.1,class.2) 
               
               
                 pvals.pc15 &lt;- perform.Ttest(pc[,−15],classes.pc[−15],class.1,class.2) 
               
               
                 pvals.pc16 &lt;- perform.Ttest(pc[,−16],classes.pc[−16],class.1,class.2) 
               
               
                 pvals.pc17 &lt;- perform.Ttest(pc[,−17],classes.pc[−17],class.1,class.2) 
               
               
                 pvals.pc18 &lt;- perform.Ttest(pc[,−18],classes.pc[−18],class.1,class.2) 
               
               
                 pvals.pc19 &lt;- perform.Ttest(pc[,−19],classes.pc[−19],class.1,class.2) 
               
               
                 pvals.pc20 &lt;- perform.Ttest(pc[,−20],classes.pc[−20],class.1,class.2) 
               
               
                 pvals.pc21 &lt;- perform.Ttest(pc[,−21],classes.pc[−21],class.1,class.2) 
               
               
                 pvals.pc22 &lt;- perform.Ttest(pc[,−22],classes.pc[−22],class.1,class.2) 
               
               
                 pvals.pc23 &lt;- perform.Ttest(pc[,−23],classes.pc[−23],class.1,class.2) 
               
               
                 pvals.pc24 &lt;- perform.Ttest(pc[,−24],classes.pc[−24],class.1,class.2) 
               
               
                 pvals.pc25 &lt;- perform.Ttest(pc[,−25],classes.pc[−25],class.1,class.2) 
               
               
                 pvals.pc26 &lt;- perform.Ttest(pc[,−26],classes.pc[−26],class.1,class.2) 
               
               
                 pvals.pc27 &lt;- perform.Ttest(pc[,−27],classes.pc[−27],class.1,class.2) 
               
               
                 pvals.pc28 &lt;- perform.Ttest(pc[,−28],classes.pc[−28],class.1,class.2) 
               
               
                 pvals.pc29 &lt;- perform.Ttest(pc[,−29],classes.pc[−29],class.1,class.2) 
               
               
                 pvals.pc30 &lt;- perform.Ttest(pc[,−30],classes.pc[−30],class.1,class.2) 
               
               
                 pvals.pc31 &lt;- perform.Ttest(pc[,−31],classes.pc[−31],class.1,class.2) 
               
               
                 pvals.pc32 &lt;- perform.Ttest(pc[,−32],classes.pc[−32],class.1,class.2) 
               
               
                 pvals.pc33 &lt;- perform.Ttest(pc[,−33],classes.pc[−33],class.1,class.2) 
               
               
                 pvals.pc34 &lt;- perform.Ttest(pc[,−34],classes.pc[−34],class.1,class.2) 
               
               
                 pvals.pc35 &lt;- perform.Ttest(pc[,−35],classes.pc[−35],class.1,class.2) 
               
               
                 pvals.pc36 &lt;- perform.Ttest(pc[,−36],classes.pc[−36],class.1,class.2) 
               
               
                 pvals.pc37 &lt;- perform.Ttest(pc[,−37],classes.pc[−37],class.1,class.2) 
               
               
                 pvals.pc38 &lt;- perform.Ttest(pc[,−38],classes.pc[−38],class.1,class.2) 
               
               
                 pvals.pc39 &lt;- perform.Ttest(pc[,−39],classes.pc[−39],class.1,class.2) 
               
               
                 pvals.pc40 &lt;- perform.Ttest(pc[,−40],classes.pc[−40],class.1,class.2) 
               
               
                 pvals.pc41 &lt;- perform.Ttest(pc[,−41],classes.pc[−41],class.1,class.2) 
               
               
                 pvals.pc42 &lt;- perform.Ttest(pc[,−42],classes.pc[−42],class.1,class.2) 
               
               
                 pvals.pc43 &lt;- perform.Ttest(pc[,−43],classes.pc[−43],class.1,class.2) 
               
               
                 pvals.pc44 &lt;- perform.Ttest(pc[,−44],classes.pc[−44],class.1,class.2) 
               
               
                 pvals.pc45 &lt;- perform.Ttest(pc[,−45],classes.pc[−45],class.1,class.2) 
               
               
                 pvals.pc46 &lt;- perform.Ttest(pc[,−46],classes.pc[−46],class.1,class.2) 
               
               
                 pvals.pc47 &lt;- perform.Ttest(pc[,−47],classes.pc[−47],class.1,class.2) 
               
               
                 pvals.pc48 &lt;- perform.Ttest(pc[,−48],classes.pc[−48],class.1,class.2) 
               
               
                 pvals.pc49 &lt;- perform.Ttest(pc[,−49],classes.pc[−49],class.1,class.2) 
               
               
                 pvals.pc50 &lt;- perform.Ttest(pc[,−50],classes.pc[−50],class.1,class.2) 
               
               
                 pvals.pc51 &lt;- perform.Ttest(pc[,−51],classes.pc[−51],class.1,class.2) 
               
               
                 pvals.pc52 &lt;- perform.Ttest(pc[,−52],classes.pc[−52],class.1,class.2) 
               
               
                 pvals.pc53 &lt;- perform.Ttest(pc[,−53],classes.pc[−53],class.1,class.2) 
               
               
                 pvals.pc54 &lt;- perform.Ttest(pc[,−54],classes.pc[−54],class.1,class.2) 
               
               
                 pvals.pc55 &lt;- perform.Ttest(pc[,−55],classes.pc[−55],class.1,class.2) 
               
               
                 pvals.pc56 &lt;- perform.Ttest(pc[,−56],classes.pc[−56],class.1,class.2) 
               
               
                 pvals.pc57 &lt;- perform.Ttest(pc[,−57],classes.pc[−57],class.1,class.2) 
               
               
                 pvals.pc58 &lt;- perform.Ttest(pc[,−58],classes.pc[−58],class.1,class.2) 
               
               
                 pvals.pc59 &lt;- perform.Ttest(pc[,−59],classes.pc[−59],class.1,class.2) 
               
               
                 pvals.pc60 &lt;- perform.Ttest(pc[,−60],classes.pc[−60],class.1,class.2) 
               
               
                 pvals.pc61 &lt;- perform.Ttest(pc[,−61],classes.pc[−61],class.1,class.2) 
               
               
                 pvals.pc62 &lt;- perform.Ttest(pc[,−62],classes.pc[−62],class.1,class.2) 
               
               
                 pvals.pc63 &lt;- perform.Ttest(pc[,−63],classes.pc[−63],class.1,class.2) 
               
               
                 pvals.pc64 &lt;- perform.Ttest(pc[,−64],classes.pc[−64],class.1,class.2) 
               
               
                 pvals.pc65 &lt;- perform.Ttest(pc[,−65],classes.pc[−65],class.1,class.2) 
               
               
                 pvals.pc66 &lt;- perform.Ttest(pc[,−66],classes.pc[−66],class.1,class.2) 
               
               
                 pvals.pc67 &lt;- perform.Ttest(pc[,−67],classes.pc[−67],class.1,class.2) 
               
               
                 pvals.pc68 &lt;- perform.Ttest(pc[,−68],classes.pc[−68],class.1,class.2) 
               
               
                 pvals.pc69 &lt;- perform.Ttest(pc[,−69],classes.pc[−69],class.1,class.2) 
               
               
                 pvals.pc70 &lt;- perform.Ttest(pc[,−70],classes.pc[−70],class.1,class.2) 
               
               
                 pvals.pc71 &lt;- perform.Ttest(pc[,−71],classes.pc[−71],class.1,class.2) 
               
               
                 pvals.pc72 &lt;- perform.Ttest(pc[,−72],classes.pc[−72],class.1,class.2) 
               
               
                 pvals.pc73 &lt;- perform.Ttest(pc[,−73],classes.pc[−73],class.1,class.2) 
               
               
                 pvals.pc74 &lt;- perform.Ttest(pc[,−74],classes.pc[−74],class.1,class.2) 
               
               
                 pvals.pc75 &lt;- perform.Ttest(pc[,−75],classes.pc[−75],class.1,class.2) 
               
               
                 pvals.pc76 &lt;- perform.Ttest(pc[,−76],classes.pc[−76],class.1,class.2) 
               
               
                 pvals.pc77 &lt;- perform.Ttest(pc[,−77],classes.pc[−77],class.1,class.2) 
               
               
                 pvals.all &lt;- perform.Ttest(pc,classes.pc,class.1,class.2) 
               
               
                 save( pvals.pc1, pvals.pc2, pvals.pc3, pvals.pc4, pvals.pc5, pvals.pc6, 
               
               
                 pvals.pc7, pvals.pc8, pvals.pc9, pvals.pc10, 
               
               
                    pvals.pc11, pvals.pc12, pvals.pc13, pvals.pc14, pvals.pc15, pvals.pc16, 
               
               
                 pvals.pc17, pvals.pc18, pvals.pc19, pvals.pc20, 
               
               
                    pvals.pc21, pvals.pc22, pvals.pc23, pvals.pc24, pvals.pc25, pvals.pc26, 
               
               
                 pvals.pc27, pvals.pc28, pvals.pc29, pvals.pc30, 
               
               
                    pvals.pc31, pvals.pc32, pvals.pc33, pvals.pc34, pvals.pc35, pvals.pc36, 
               
               
                 pvals.pc37, pvals.pc38, pvals.pc39, pvals.pc40, 
               
               
                    pvals.pc41, pvals.pc42, pvals.pc43, pvals.pc44, pvals.pc45, pvals.pc46, 
               
               
                 pvals.pc47, pvals.pc48, pvals.pc49, pvals.pc50, 
               
               
                    pvals.pc51, pvals.pc52, pvals.pc53, pvals.pc54, pvals.pc55, pvals.pc56, 
               
               
                 pvals.pc57, pvals.pc58, pvals.pc59, pvals.pc60, 
               
               
                    pvals.pc61, pvals.pc62, pvals.pc63, pvals.pc64, pvals.pc65, pvals.pc66, 
               
               
                 pvals.pc67, pvals.pc68, pvals.pc69, pvals.pc70, 
               
               
                    pvals.pc71, pvals.pc72, pvals.pc73, pvals.pc74, pvals.pc75, pvals.pc76, 
               
               
                 pvals.pc77, 
               
               
                    pc , classes.pc, file=out.file.tmp) 
               
               
                 ######################################### 
               
               
                 ### SVM ### 
               
               
                 load(file=out.file.tmp) 
               
               
                 pvals.choose &lt;- 
               
               
                 c(seq(0.00009,0.00009,0.00001),seq(0.0001,0.0009,0.0001),seq(0.001,0.009,0.001 
               
               
                 )) 
               
               
                 aucs &lt;- data.frame( row.names=seq(1,length(pvals.choose),1) , 
               
               
                          “SVM.AUC”=rep(NA,length(pvals.choose)) , 
               
               
                          “PAM.AUC”=rep(NA,length(pvals.choose)) , 
               
               
                          “LDA.AUC”=rep(NA,length(pvals.choose)) ) 
               
               
                 sensitivity &lt;- c(rep(0,length(pvals.choose))) 
               
               
                 specifity &lt;- c(rep(0,length(pvals.choose))) 
               
               
                 k &lt;- 1 
               
               
                 for(j in pvals.choose){ 
               
               
                  svm.predictions &lt;- data.frame(“NonBC”=rep(0,77), “BC”=rep(0,77)) 
               
               
                  svm.predictions.classes &lt;- NULL 
               
               
                  pam.predictions &lt;- data.frame(“NonBC”=rep(0,77), “BC”=rep(0,77)) 
               
               
                  pam.predictions.classes &lt;- NULL 
               
               
                  lda.predictions &lt;- data.frame(“NonBC”=rep(0,77), “BC”=rep(0,77)) 
               
               
                  lda.predictions.classes &lt;- NULL 
               
               
                  for(i in 1:77){ 
               
               
                   p &lt;- eval(parse(text=paste(“pvals.pc”,i,sep=“”))) 
               
               
                   sig.all &lt;- which(p&lt;j) 
               
               
                   train &lt;- pc[sig.all,−i] 
               
               
                   classes.train &lt;- classes.pc[−i] 
               
               
                   test &lt;- pc[sig.all,i] 
               
               
                   classes.test &lt;- classes.pc[i] 
               
               
                   #SVM 
               
               
                   require(e1071) 
               
               
                   SVM = svm(t(as.matrix(train)), as.factor(classes.train), 
               
               
                 kernel=“linear”,probability = T) 
               
               
                   svm.pred &lt;- predict(SVM,t(test),probability=T) 
               
               
                   result &lt;- table(pred = svm.pred, true = classes.test) 
               
               
                   if(classes.test==“BC”) {    sensitivity[k] &lt;- 
               
               
                 sensitivity[k]+result[1,1]} 
               
               
                   if(classes.test==“NonBC”) { specifity[k] &lt;- specifity[k]+result[2,2]} 
               
               
                   pred &lt;- attr(svm.pred,“probabilities”) 
               
               
                   svm.predictions[i,] &lt;- pred 
               
               
                   row.names(svm.predictions)[i] &lt;- names(pc)[i] 
               
               
                   svm.predictions.classes &lt;- c(svm.predictions.classes , classes.test) 
               
               
                   #PAM 
               
               
                   require(pamr) 
               
               
                   train.dat &lt;- list(x = as.matrix(train), y = as.factor(classes.train)) 
               
               
                   model &lt;- pamr.train(train.dat) 
               
               
                   pam.predictions[i,] &lt;- pamr.predict(model, as.matrix(test), 
               
               
                 0,type=“posterior”) 
               
               
                   row.names(pam.predictions)[i] &lt;- names(pc)[i] 
               
               
                   pam.predictions.classes &lt;- c(pam.predictions.classes , classes.test) 
               
               
                   #LDA 
               
               
                   require(MASS) 
               
               
                   train.lda &lt;- lda(t(as.matrix(train)), as.factor(classes.train)) 
               
               
                   lda.predictions[i,] &lt;- predict(train.lda, t(test))$posterior 
               
               
                   row.names(lda.predictions)[i] &lt;- names(pc)[i] 
               
               
                   lda.predictions.classes &lt;- c(lda.predictions.classes , classes.test) 
               
               
                  } 
               
               
                  require(ROCR) 
               
               
                  pred.dist &lt;- svm.predictions[,which(colnames(svm.predictions)==“BC”)] 
               
               
                  pred.rocr &lt;- prediction(pred.dist,as.factor(svm.predictions.classes)) 
               
               
                  perf.rocr &lt;- performance(pred.rocr,measure=“auc”) 
               
               
                  aucs$“SVM.AUC”[k] &lt;- as.numeric(perf.rocr@y.values) 
               
               
                  require(ROCR) 
               
               
                  pred.dist &lt;- pam.predictions[,which(colnames(pam.predictions)==“BC”)] 
               
               
                  pred.rocr &lt;- prediction(pred.dist,as.factor(pam.predictions.classes)) 
               
               
                  perf.rocr &lt;- performance(pred.rocr,measure=“auc”) 
               
               
                  aucs$“PAM.AUC”[k] &lt;- as.numeric(perf.rocr@y.values) 
               
               
                  require(ROCR) 
               
               
                  pred.dist &lt;- lda.predictions[,which(colnames(lda.predictions)==“BC”)] 
               
               
                  pred.rocr &lt;- prediction(pred.dist,as.factor(lda.predictions.classes)) 
               
               
                  perf.rocr &lt;- performance(pred.rocr,measure=“auc”) 
               
               
                  aucs$“LDA.AUC”[k] &lt;- as.numeric(perf.rocr@y.values) 
               
               
                  row.names(aucs)[k] &lt;- j 
               
               
                  k&lt;-k+1 
               
               
                 } 
               
               
                 jpeg(filename=out.file.auc) 
               
               
                 plot(as.matrix(aucs$“SVM.AUC”), ylim=(0:1), main=“Auc LOOCV T-Test”, 
               
               
                 xlab=“cut-offs F-statistic”, ylab=“AUC” ,xaxt=“n”,type=“l” ,col=“red”) 
               
               
                 lines(as.matrix(aucs$“PAM.AUC”), col=“green”) 
               
               
                 lines(as.matrix(aucs$“LDA.AUC”), col=“blue”) 
               
               
                 lines( c(0,length(pvals.choose)) , c(0.5,0.5) ) 
               
               
                 legend( “topleft” , c(“SVM”,“PAM”,“LDA”), cex=0.8, 
               
               
                 col=c(“red”,“green”,“blue”), lty=1) 
               
               
                 axis(1, at=1:length(pvals.choose) ,lab=rep(“”,length(pvals.choose)) ) 
               
               
                 axis(1, at=seq(1,length(pvals.choose),3) , 
               
               
                 lab=pvals.choose[seq(1,length(pvals.choose),3)] ,lwd.ticks=2) 
               
               
                 dev.off( ) 
               
               
                 # Cutoff anwenden 
               
               
                 load(file=out.file.tmp) 
               
               
                 data.sig.all &lt;- as.data.frame(which(pvals.all&lt;=0.003) ) 
               
               
                 pc.new &lt;- merge(pc,data.sig.all[−1], by.x=“row.names”, by.y=“row.names”) 
               
               
                 row.names(pc.new)  &lt;- pc.new$Row.names 
               
               
                 pc.new$Row.names  &lt;- NULL 
               
               
                 load(src.file.data.test) 
               
               
                 pc.l.new &lt;- merge(raw.Data,data.sig.all[−1], by.x=“row.names”, 
               
               
                 by.y=“row.names”) 
               
               
                 row.names(pc.1.new)  &lt;- pc.1.new$Row.names 
               
               
                 pc.1.new$Row.names  &lt;- NULL 
               
               
                 classes.pc1 &lt;- sampleSheet[,3] 
               
               
                 rm(raw.Data, sampleSheet) 
               
               
                 ### ROC-Kurve ### 
               
               
                 require(e1071) 
               
               
                 SVM = svm(t(as.matrix(pc.new)), as.factor(classes.pc), kernel=“linear”, 
               
               
                 cross=10, probability = TRUE) 
               
               
                 svm.pred &lt;- predict(SVM,t(pc.1.new),probability=T) 
               
               
                 table(pred = svm.pred, true = classes.pc1) 
               
               
                 fisher.test(table(pred = svm.pred, true = classes.pc1)) 
               
               
                 pred &lt;- attr(svm.pred,“probabilities”) 
               
               
                 require(ROCR) 
               
               
                 pred.dist &lt;- pred[,which(colnames(pred)==class.1)] 
               
               
                 pred.rocr &lt;- prediction(pred.dist,as.factor(classes.pc1)) 
               
               
                 perf.rocr &lt;- performance(pred.rocr,measure=“auc”) 
               
               
                 as.numeric(perf.rocr@y.values) 
               
               
                 perf.rocr &lt;- performance(pred.rocr,“tpr”,“fpr”) 
               
               
                 jpeg(file=out.file.roc) 
               
               
                 plot(perf.rocr, main=paste(“ROC - AUC: ”, 
               
               
                 format(unlist(performance(pred.rocr,measure=“auc”)@y.values),digits=4),“ 
               
               
                 Cutoff: 0.003”, sep=“” ) ) 
               
               
                 lines( x=c(0,1) , y=c(0,1) , type=“l”, col=“red”) 
               
               
                 dev.off( ) 
               
               
                 # YoudenIndex optimierung 
               
               
                 roc &lt;- performance(pred.rocr,“tpr”,“fpr”) 
               
               
                 abc &lt;- data.frame(“Sens” = attr(roc,“y.values”) , “Spez” = 
               
               
                 attr(roc,“x.values”), “YoudenIndex”=0) 
               
               
                 names(abc) &lt;- c(“Sens”,“Spez”,“YoudenIndex”) 
               
               
                 abc$Spez &lt;- 1−abc$Spez 
               
               
                 abc$YoudenIndex &lt;- abc$Sens + abc$Spez−1 
               
               
                 index &lt;- match(max(abc$YoudenIndex),abc$YoudenIndex) 
               
               
                 points( x=(1−abc$Spez[index]) , y=(abc$Sens[index]) , col=“green”, pch=19, 
               
               
                 cex=1.5) 
               
               
                 dev.off( ) 
               
               
                   
               
            
           
         
       
     
     
       
         
           
               
             
               
                   
               
               
                 Lists 
               
               
                 9.00E−05 
               
               
                   
               
             
            
               
                   
               
            
           
           
               
               
               
            
               
                 List 1 
                 List 2 
                 List 3 
               
            
           
           
               
               
               
               
            
               
                 AUC 
                 0.87 
                 1.00 
                 1.00 
               
               
                 Number of Transcripts 
                 5 
                 6 
                 5 
               
            
           
           
               
               
               
               
               
               
               
               
               
            
               
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
               
               
                 NM_007115 
                 2370524 
                 3.72E−06 
                 NM_000155 
                 520332 
                 2.35E−05 
                 NM_000896 
                 650164 
                 4.19E−05 
               
               
                 NM_014941 
                 3360364 
                 4.61E−05 
                 NM_007115 
                 2370524 
                 5.38E−06 
                 AF272739 
                 1050128 
                 8.83E−05 
               
               
                 NM_016553 
                 4760543 
                 2.55E−05 
                 NM_025153 
                 2630484 
                 4.79E−05 
                 NM_007115 
                 2370524 
                 2.66E−05 
               
               
                 NM_014281 
                 4900053 
                 1.89E−05 
                 NM_031488 
                 3120301 
                 7.69E−05 
                 NM_025153 
                 2630484 
                 5.73E−06 
               
               
                 NM_000074 
                 6270128 
                 8.15E−05 
                 NM_016553 
                 4760543 
                 4.28E−05 
                 NM_003543 
                 4730195 
                 7.59E−05 
               
               
                   
                   
                   
                 NM_013270 
                 5690037 
                 5.68E−05 
               
               
                   
               
            
           
           
               
               
               
            
               
                 List 4 
                 List 5 
                 List 6 
               
            
           
           
               
               
               
               
            
               
                 AUC 
                 0.867 
                 1.00 
                 0.9167 
               
               
                 Number of Transcripts 
                 6 
                 7 
                 7 
               
            
           
           
               
               
               
               
               
               
               
               
               
            
               
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
               
               
                 NM_018715 
                 510450 
                 9.61E−05 
                 NM_000155 
                 520332 
                 2.35E−05 
                 NM_000896 
                 650164 
                 4.19E−05 
               
               
                 NM_007115 
                 2370524 
                 3.72E−06 
                 NM_007115 
                 2370524 
                 5.38E−06 
                 AF272739 
                 1050128 
                 8.83E−05 
               
               
                 NM_014941 
                 3360364 
                 4.61E−05 
                 NM_025153 
                 2630484 
                 4.79E−05 
                 NM_007115 
                 2370524 
                 2.66E−05 
               
               
                 NM_016553 
                 4760543 
                 2.55E−05 
                 NM_031488 
                 3120301 
                 7.69E−05 
                 T03068 
                 2450497 
                 9.16E−05 
               
               
                 NM_014281 
                 4900053 
                 1.89E−05 
                 NM_016553 
                 4760543 
                 4.28E−05 
                 NM_025153 
                 2630484 
                 5.73E−06 
               
               
                 NM_000074 
                 6270128 
                 8.15E−05 
                 NM_014281 
                 4900053 
                 9.51E−05 
                 XM_930898 
                 3830390 
                 9.69E−05 
               
               
                   
                   
                   
                 NM_013270 
                 5690037 
                 5.68E−05 
                 NM_003543 
                 4730195 
                 7.59E−05 
               
               
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 7 
                   
                 List 8 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.8 
                  0.833 
               
               
                   
                 Number of Transcripts 
                 37 
                 25 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_018715 
                 510450 
                 4.67E−05 
                 NM_018715 
                 510450 
                 1.30E−05 
               
               
                   
                 NM_000155 
                 520332 
                 2.39E−05 
                 NM_000155 
                 520332 
                 6.03E−05 
               
               
                   
                 NM_000896 
                 650164 
                 1.21E−05 
                 CR596519 
                 670041 
                 4.42E−05 
               
               
                   
                 CR596519 
                 670041 
                 1.02E−05 
                 NM_004927 
                 1030692 
                 6.28E−05 
               
               
                   
                 AF272739 
                 1050128 
                 6.73E−05 
                 NM_015292 
                 1110215 
                 4.92E−05 
               
               
                   
                 NM_015292 
                 1110215 
                 1.94E−05 
                 NM_016408 
                 1440601 
                 4.37E−05 
               
               
                   
                 NM_000578 
                 1430292 
                 3.80E−05 
                 NM_001099786 
                 1820598 
                 3.38E−05 
               
               
                   
                 NM_018285 
                 1780348 
                 2.00E−05 
                 NM_007115 
                 2370524 
                 1.79E−05 
               
               
                   
                 NM_001099786 
                 1820598 
                 4.24E−05 
                 T03068 
                 2450497 
                 5.57E−05 
               
               
                   
                 NM_007115 
                 2370524 
                 7.19E−06 
                 NM_025153 
                 2630484 
                 9.60E−05 
               
               
                   
                 NM_031412 
                 2630154 
                 8.06E−05 
                 NM_001014838 
                 2690609 
                 9.68E−05 
               
               
                   
                 NM_003528 
                 2630451 
                 7.07E−05 
                 NM_006767 
                 3140093 
                 9.93E−05 
               
               
                   
                 NM_025153 
                 2630484 
                 4.77E−05 
                 NM_014941 
                 3360364 
                 7.94E−05 
               
               
                   
                 NM_001014838 
                 2690609 
                 7.10E−05 
                 NM_005476 
                 3610504 
                 5.91E−06 
               
               
                   
                 NM_003059 
                 2710397 
                 4.94E−05 
                 X00437 
                 3990639 
                 7.90E−05 
               
               
                   
                 NM_031488 
                 3120301 
                 4.99E−05 
                 NM_001042631 
                 4220138 
                 3.86E−05 
               
               
                   
                 NM_014941 
                 3360364 
                 9.68E−05 
                 NM_016553 
                 4760543 
                 3.10E−05 
               
               
                   
                 NM_139244 
                 3460189 
                 2.29E−05 
                 NM_014281 
                 4900053 
                 4.57E−05 
               
               
                   
                 NM_003137 
                 3460674 
                 5.14E−05 
                 NM_178510 
                 5910091 
                 3.75E−05 
               
               
                   
                 NM_213566 
                 3520192 
                 2.97E−05 
                 NM_005968 
                 6270021 
                 5.91E−05 
               
               
                   
                 X00437 
                 3990639 
                 7.23E−05 
                 NM_000074 
                 6270128 
                 2.40E−05 
               
               
                   
                 NM_020414 
                 4280332 
                 6.03E−05 
                 NM_024619 
                 6590386 
                 4.64E−05 
               
               
                   
                 NM_003543 
                 4730195 
                 4.77E−05 
                 NM_018384 
                 6960746 
                 9.79E−05 
               
               
                   
                 CK300859 
                 4730577 
                 3.41E−06 
                 NM_006901 
                 7150634 
                 6.17E−05 
               
               
                   
                 NM_016553 
                 4760543 
                 3.19E−05 
                 NM_001152 
                 7550537 
                 3.79E−05 
               
               
                   
                 NM_016552 
                 4850541 
                 8.90E−05 
               
               
                   
                 NM_014281 
                 4900053 
                 3.39E−05 
               
               
                   
                 NM_013270 
                 5690037 
                 5.55E−05 
               
               
                   
                 BU733214 
                 5860196 
                 3.30E−05 
               
               
                   
                 NM_005384 
                 6100228 
                 9.53E−05 
               
               
                   
                 NM_000074 
                 6270128 
                 2.47E−05 
               
               
                   
                 NM_033416 
                 6380598 
                 1.82E−05 
               
               
                   
                 NM_018384 
                 6960746 
                 5.30E−05 
               
               
                   
                 NM_004776 
                 6980070 
                 6.26E−05 
               
               
                   
                 NM_006901 
                 7150634 
                 5.85E−05 
               
               
                   
                 NM_003757 
                 7320576 
                 6.47E−05 
               
               
                   
                 NM_001152 
                 7550537 
                 1.15E−05 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 9 
                   
                 List 10 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.867 
                  0.9167 
               
               
                   
                 Number of Transcripts 
                 21 
                 51 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_018715 
                 510450 
                 9.61E−05 
                 NM_021872 
                 460754 
                 0.000157328 
               
               
                   
                 NM_015039 
                 1580348 
                 0.000158009 
                 NM_000155 
                 520332 
                 6.47E−05 
               
               
                   
                 BX101820 
                 1690504 
                 0.000106674 
                 NM_002129 
                 610563 
                 0.000110345 
               
               
                   
                 NM_002405 
                 1710286 
                 0.000137385 
                 NM_000896 
                 650164 
                 0.000103802 
               
               
                   
                 NM_017758 
                 2100221 
                 0.000121456 
                 CR596519 
                 670041 
                 0.000147265 
               
               
                   
                 NM_014738 
                 2190673 
                 0.000184581 
                 NM_015292 
                 1110215 
                 8.41E−05 
               
               
                   
                 XM_935843 
                 2260446 
                 0.000153083 
                 NM_015039 
                 2190673 
                 0.000174147 
               
               
                   
                 NM_007115 
                 2370524 
                 3.72E−06 
                 NM_002405 
                 7550537 
                 9.18E−06 
               
               
                   
                 NM_025153 
                 2630484 
                 0.000144774 
                 NM_018285 
                 1780348 
                 8.15E−05 
               
               
                   
                 NM_031488 
                 3120301 
                 0.000157583 
                 NM_001099786 
                 1820598 
                 9.65E−05 
               
               
                   
                 NM_014941 
                 3360364 
                 4.61E−05 
                 NM_001040138 
                 2000551 
                 6.52E−05 
               
               
                   
                 NM_003137 
                 3460674 
                 0.000140303 
                 NM_014738 
                 1580348 
                 0.000162896 
               
               
                   
                 CK300859 
                 4730577 
                 0.00010617 
                 XM_935843 
                 3120301 
                 0.000142293 
               
               
                   
                 NM_016553 
                 4760543 
                 2.55E−05 
                 T03068 
                 2450497 
                 0.000138607 
               
               
                   
                 NM_014281 
                 4900053 
                 1.89E−05 
                 NM_025153 
                 2630484 
                 0.000126567 
               
               
                   
                 NM_000074 
                 6270128 
                 8.15E−05 
                 NM_005980 
                 2640609 
                 0.000165184 
               
               
                   
                 NM_001040107 
                 6400563 
                 0.000184244 
                 NM_017917 
                 2760110 
                 0.000181821 
               
               
                   
                 NM_024619 
                 6590386 
                 0.000143395 
                 NM_031488 
                 6590386 
                 6.95E−05 
               
               
                   
                 NM_004776 
                 6980070 
                 0.000192696 
                 NM_033111 
                 3140246 
                 0.000174455 
               
               
                   
                 NM_078483 
                 7100136 
                 0.000161958 
                 NM_014941 
                 3460674 
                 0.000102057 
               
               
                   
                 NM_001152 
                 7550537 
                 0.00016679 
                 NM_005698 
                 3370687 
                 0.00019446 
               
               
                   
                   
                   
                   
                 NM_213566 
                 3520192 
                 7.56E−05 
               
               
                   
                   
                   
                   
                 X00437 
                 3990639 
                 0.000122793 
               
               
                   
                   
                   
                   
                 NM_004811 
                 4060131 
                 0.00014067 
               
               
                   
                   
                   
                   
                 NM_001779 
                 4150161 
                 0.000137216 
               
               
                   
                   
                   
                   
                 NM_020414 
                 4280332 
                 1.23E−05 
               
               
                   
                   
                   
                   
                 NM_003543 
                 4730195 
                 0.000118733 
               
               
                   
                   
                   
                   
                 NM_005243 
                 4780743 
                 8.83E−05 
               
               
                   
                   
                   
                   
                 NM_024092 
                 4880364 
                 6.99E−05 
               
               
                   
                   
                   
                   
                 NM_001007239 
                 5310754 
                 0.000166279 
               
               
                   
                   
                   
                   
                 NM_003906 
                 5390131 
                 6.40E−05 
               
               
                   
                   
                   
                   
                 NM_001001998 
                 5490142 
                 5.97E−05 
               
               
                   
                   
                   
                   
                 NM_013270 
                 5690037 
                 9.97E−05 
               
               
                   
                   
                   
                   
                 NM_173791 
                 5720398 
                 0.000168409 
               
               
                   
                   
                   
                   
                 BU733214 
                 5860196 
                 0.000116941 
               
               
                   
                   
                   
                   
                 NM_006082 
                 5900156 
                 9.05E−05 
               
               
                   
                   
                   
                   
                 NM_014230 
                 6020402 
                 2.36E−05 
               
               
                   
                   
                   
                   
                 NM_004044 
                 6110768 
                 3.35E−05 
               
               
                   
                   
                   
                   
                 NM_005968 
                 6270021 
                 0.000159063 
               
               
                   
                   
                   
                   
                 NM_000074 
                 510450 
                 3.90E−06 
               
               
                   
                   
                   
                   
                 NM_001040107 
                 6270128 
                 3.02E−05 
               
               
                   
                   
                   
                   
                 NM_033554 
                 6480500 
                 0.000149827 
               
               
                   
                   
                   
                   
                 NM_024619 
                 3360364 
                 8.60E−05 
               
               
                   
                   
                   
                   
                 NM_001007224 
                 6590523 
                 0.000167323 
               
               
                   
                   
                   
                   
                 NM_018384 
                 6960746 
                 0.000124128 
               
               
                   
                   
                   
                   
                 NM_004776 
                 4760543 
                 1.67E−05 
               
               
                   
                   
                   
                   
                 NM_078483 
                 4900053 
                 5.14E−05 
               
               
                   
                   
                   
                   
                 NM_006901 
                 7150634 
                 2.12E−05 
               
               
                   
                   
                   
                   
                 NM_014976 
                 7160296 
                 6.53E−05 
               
               
                   
                   
                   
                   
                 NM_016237 
                 7380288 
                 6.12E−05 
               
               
                   
                   
                   
                   
                 NM_001152 
                 2370524 
                 6.45E−07 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 11 
                   
                 List 12 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.9167 
                  0.9167 
               
               
                   
                 Number of Transcripts 
                 44 
                 11 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_018715 
                 510450 
                 5.75E−05 
                 NM_018715 
                 510450 
                 0.000153 
               
               
                   
                 NM_023003 
                 10541 
                 0.000152211 
                 NM_000896 
                 650164 
                 4.19E−05 
               
               
                   
                 NM_206967 
                 20224 
                 0.000148094 
                 AF272739 
                 1050128 
                 8.83E−05 
               
               
                   
                 NM_015062 
                 20647 
                 0.000190585 
                 NM_007115 
                 2370524 
                 2.66E−05 
               
               
                   
                 NM_016292 
                 160736 
                 9.71E−05 
                 T03068 
                 2450497 
                 9.16E−05 
               
               
                   
                 NM_002348 
                 450037 
                 0.000158029 
                 NM_003528 
                 2630451 
                 0.000164 
               
               
                   
                 NM_000155 
                 520332 
                 2.00E−05 
                 NM_025153 
                 2630484 
                 5.73E−06 
               
               
                   
                 NM_000896 
                 650164 
                 2.29E−05 
                 XM_930898 
                 3830390 
                 9.69E−05 
               
               
                   
                 CR596519 
                 670041 
                 5.24E−05 
                 NM_003543 
                 4730195 
                 7.59E−05 
               
               
                   
                 NM_015292 
                 1110215 
                 5.97E−05 
                 NM_000074 
                 6270128 
                 0.000132 
               
               
                   
                 NM_015039 
                 2190673 
                 0.000148025 
                 NM_001152 
                 7550537 
                 0.000158 
               
               
                   
                 NM_002405 
                 7550537 
                 9.37E−05 
               
               
                   
                 NM_018285 
                 1780348 
                 0.000157742 
               
               
                   
                 NM_001099786 
                 1820598 
                 5.51E−05 
               
               
                   
                 XM_935843 
                 3120301 
                 0.00010759 
               
               
                   
                 T03068 
                 2450497 
                 6.26E−05 
               
               
                   
                 NM_025153 
                 2630484 
                 3.78E−05 
               
               
                   
                 NM_005980 
                 2640609 
                 0.000121141 
               
               
                   
                 NM_003707 
                 2750408 
                 0.000173267 
               
               
                   
                 NM_031488 
                 6590386 
                 5.24E−05 
               
               
                   
                 NM_014941 
                 3460674 
                 4.63E−05 
               
               
                   
                 NM_139244 
                 3460189 
                 0.000136298 
               
               
                   
                 NM_003707 
                 3520082 
                 5.68E−05 
               
               
                   
                 NM_213566 
                 3520192 
                 0.000197506 
               
               
                   
                 XM_930898 
                 3830390 
                 0.000190429 
               
               
                   
                 NM_005225 
                 3940338 
                 0.000175382 
               
               
                   
                 XM_940524 
                 3940368 
                 0.00018048 
               
               
                   
                 X00437 
                 3990639 
                 7.12E−05 
               
               
                   
                 NM_001042631 
                 4220138 
                 0.000174952 
               
               
                   
                 NM_020414 
                 4280332 
                 4.19E−05 
               
               
                   
                 NM_003543 
                 4730195 
                 8.13E−05 
               
               
                   
                 NM_007047 
                 4920577 
                 0.000118817 
               
               
                   
                 NM_032312 
                 5290289 
                 0.000171985 
               
               
                   
                 NM_013270 
                 5690037 
                 1.52E−05 
               
               
                   
                 NM_004044 
                 6110768 
                 4.01E−05 
               
               
                   
                 NM_000074 
                 510450 
                 5.75E−05 
               
               
                   
                 NM_001040107 
                 6270128 
                 0.000192081 
               
               
                   
                 NM_024619 
                 3360364 
                 4.62E−05 
               
               
                   
                 NM_018384 
                 6960746 
                 5.22E−05 
               
               
                   
                 NM_004776 
                 4760543 
                 9.71E−05 
               
               
                   
                 NM_182476 
                 7050543 
                 0.000184808 
               
               
                   
                 NM_078483 
                 4900053 
                 6.86E−05 
               
               
                   
                 NM_006901 
                 7150634 
                 0.000149288 
               
               
                   
                 NM_001152 
                 2370524 
                 3.63E−06 
               
               
                   
                   
               
            
           
           
               
               
               
            
               
                 List 13 
                 List 14 
                 List 15 
               
            
           
           
               
               
               
               
            
               
                 AUC 
                  0.93 
                  0.83 
                  0.9167 
               
               
                 Number of Transcripts 
                 34 
                 39 
                 16 
               
            
           
           
               
               
               
               
               
               
               
               
               
            
               
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
               
               
                 NM_182898 
                 160132 
                 0.000251 
                 NM_015062 
                 20647 
                 0.00029 
                 NM_018715 
                 510450 
                 0.000153 
               
               
                 NM_018715 
                 510450 
                 9.61E−05 
                 NM_018715 
                 510450 
                 0.000131 
                 NM_000896 
                 650164 
                 4.19E−05 
               
               
                 NM_000155 
                 520332 
                 0.000228 
                 NM_000155 
                 520332 
                 2.35E−05 
                 XR_015582 
                 770452 
                 0.000289 
               
               
                 NM_000896 
                 650164 
                 0.000219 
                 NM_000896 
                 650164 
                 0.00015 
                 AF272739 
                 1050128 
                 8.83E−05 
               
               
                 NM_000887 
                 1240603 
                 0.000255 
                 CR596519 
                 670041 
                 0.000147 
                 NM_007115 
                 2370524 
                 2.66E−05 
               
               
                 NM_015039 
                 1580348 
                 0.000158 
                 AF272739 
                 1050128 
                 0.000152 
                 T03068 
                 2450497 
                 9.16E−05 
               
               
                 BX101820 
                 1690504 
                 0.000107 
                 NM_015292 
                 1110215 
                 0.00015 
                 NM_003528 
                 2630451 
                 0.000164 
               
               
                 NM_002405 
                 1710286 
                 0.000137 
                 NM_000878 
                 1170307 
                 0.000104 
                 NM_025153 
                 2630484 
                 5.73E−06 
               
               
                 NM_018285 
                 1780348 
                 0.000257 
                 NM_000887 
                 1240603 
                 0.000197 
                 NM_014941 
                 3360364 
                 0.000257 
               
               
                 NM_017758 
                 2100221 
                 0.000121 
                 NM_015039 
                 1580348 
                 0.000112 
                 XM_930898 
                 3830390 
                 9.69E−05 
               
               
                 NM_014738 
                 2190673 
                 0.000185 
                 NM_198196 
                 2100333 
                 0.000214 
                 NM_003543 
                 4730195 
                 7.59E−05 
               
               
                 XM_935843 
                 2260446 
                 0.000153 
                 NM_014738 
                 2190673 
                 0.000171 
                 NM_016553 
                 4760543 
                 0.000244 
               
               
                 NM_007115 
                 2370524 
                 3.72E−06 
                 XM_935843 
                 2260446 
                 0.000147 
                 NM_000074 
                 6270128 
                 0.000132 
               
               
                 NM_025153 
                 2630484 
                 0.000145 
                 NM_007115 
                 2370524 
                 5.38E−06 
                 NM_033416 
                 6380598 
                 0.000237 
               
               
                 NM_031488 
                 3120301 
                 0.000158 
                 T03068 
                 2450497 
                 0.000187 
                 NM_006901 
                 7150634 
                 0.000284 
               
               
                 NM_014941 
                 3360364 
                 4.61E−05 
                 NM_025153 
                 2630484 
                 4.79E−05 
                 NM_001152 
                 7550537 
                 0.000158 
               
               
                 NM_003137 
                 3460674 
                 0.00014 
                 NM_031488 
                 3120301 
                 7.69E−05 
               
               
                 NM_005476 
                 3610504 
                 0.000258 
                 NM_014941 
                 3360364 
                 0.000147 
               
               
                 AA868051 
                 4150402 
                 0.000262 
                 NM_015288 
                 3420735 
                 0.000198 
               
               
                 AI863525 
                 4230520 
                 0.000274 
                 NM_003137 
                 3460674 
                 0.000151 
               
               
                 CK300859 
                 4730577 
                 0.000106 
                 NM_213566 
                 3520192 
                 0.000105 
               
               
                 NM_016553 
                 4760543 
                 2.55E−05 
                 XM_930898 
                 3830390 
                 0.000161 
               
               
                 NM_016552 
                 4850541 
                 0.000257 
                 X00437 
                 3990639 
                 0.000235 
               
               
                 NM_014281 
                 4900053 
                 1.89E−05 
                 AA868051 
                 4150402 
                 0.000207 
               
               
                 NM_013270 
                 5690037 
                 0.000251 
                 NM_024600 
                 4210647 
                 0.000148 
               
               
                 NM_006082 
                 5900156 
                 0.000222 
                 NM_020414 
                 4280332 
                 0.000117 
               
               
                 NM_170699 
                 5960035 
                 0.000233 
                 NM_003543 
                 4730195 
                 0.000236 
               
               
                 NM_000074 
                 6270128 
                 8.15E−05 
                 NM_016553 
                 4760543 
                 4.28E−05 
               
               
                 NM_001040107 
                 6400563 
                 0.000184 
                 NM_016552 
                 4850541 
                 0.000256 
               
               
                 NM_024619 
                 6590386 
                 0.000143 
                 NM_014281 
                 4900053 
                 9.51E−05 
               
               
                 NM_004776 
                 6980070 
                 0.000193 
                 NM_032312 
                 5290289 
                 0.000232 
               
               
                 NM_178839 
                 6980609 
                 0.000248 
                 NM_013270 
                 5690037 
                 5.68E−05 
               
               
                 NM_078483 
                 7100136 
                 0.000162 
                 NM_004044 
                 6110768 
                 0.000153 
               
               
                 NM_001152 
                 7550537 
                 0.000167 
                 NM_000074 
                 6270128 
                 0.000174 
               
               
                   
                   
                   
                 NM_033554 
                 6480500 
                 0.000209 
               
               
                   
                   
                   
                 NM_024619 
                 6590386 
                 0.000208 
               
               
                   
                   
                   
                 NM_018384 
                 6960746 
                 0.000158 
               
               
                   
                   
                   
                 NM_182476 
                 7050543 
                 0.000265 
               
               
                   
                   
                   
                 NM_001152 
                 7550537 
                 0.000125 
               
               
                   
                   
                   
                   
                   
                 9.00E−05 
               
               
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 16 
                   
                 List 17 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.8 
                  0.81 
               
               
                   
                 Number of Transcripts 
                 114 
                 84 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_001031717 
                 10338 
                 0.00014759 
                 NM_005621 
                 10279 
                 0.000319 
               
               
                   
                 NM_052901 
                 130113 
                 5.90E−05 
                 NM_023003 
                 10541 
                 0.000152 
               
               
                   
                 NM_006567 
                 130403 
                 8.09E−07 
                 NM_206967 
                 20224 
                 0.000148 
               
               
                   
                 NM_015959 
                 380315 
                 0.0001248 
                 NM_015062 
                 20647 
                 0.000191 
               
               
                   
                 NM_002348 
                 450037 
                 8.79E−05 
                 NM_182898 
                 160132 
                 0.000213 
               
               
                   
                 NM_021872 
                 460754 
                 0.000253124 
                 NM_012426 
                 160682 
                 0.000377 
               
               
                   
                 NM_018715 
                 510450 
                 1.80E−06 
                 NM_016292 
                 160736 
                 9.71E−05 
               
               
                   
                 NM_000155 
                 520332 
                 8.15E−05 
                 NM_015953 
                 380685 
                 0.000244 
               
               
                   
                 NM_000896 
                 650164 
                 0.000170918 
                 NM_002348 
                 450037 
                 0.000158 
               
               
                   
                 CR596519 
                 670041 
                 6.83E−05 
                 NM_021872 
                 460754 
                 0.000351 
               
               
                   
                 NM_015380 
                 990273 
                 0.000176623 
                 NM_018715 
                 510450 
                 5.75E−05 
               
               
                   
                 NM_004927 
                 1030692 
                 0.000146305 
                 NM_000155 
                 520332 
                 2.00E−05 
               
               
                   
                 NM_207107 
                 1070377 
                 0.000203913 
                 NM_002896 
                 620722 
                 0.000361 
               
               
                   
                 NM_015292 
                 1110215 
                 3.74E−05 
                 NM_000896 
                 650164 
                 2.29E−05 
               
               
                   
                 BC041984 
                 1110358 
                 0.000201154 
                 CR596519 
                 670041 
                 5.24E−05 
               
               
                   
                 NM_000887 
                 1240603 
                 0.000236913 
                 NM_006427 
                 830754 
                 0.000392 
               
               
                   
                 XM_377476 
                 1340338 
                 0.000233235 
                 AF272739 
                 1050128 
                 0.000316 
               
               
                   
                 NM_001039708 
                 1340731 
                 5.81E−05 
                 NM_015292 
                 1110215 
                 5.97E−05 
               
               
                   
                 NM_003343 
                 1440382 
                 0.000126291 
                 NM_006720 
                 1110575 
                 0.000394 
               
               
                   
                 NM_016408 
                 1440601 
                 0.000195316 
                 NM_000887 
                 1240603 
                 0.000241 
               
               
                   
                 NM_006306 
                 1500040 
                 0.000291636 
                 NM_021105 
                 1260228 
                 0.000289 
               
               
                   
                 NM_014871 
                 1740576 
                 9.36E−05 
                 NM_016286 
                 1410369 
                 0.000395 
               
               
                   
                 NM_018285 
                 1780348 
                 5.10E−05 
                 NM_000578 
                 1430292 
                 0.000338 
               
               
                   
                 NM_001099786 
                 1820598 
                 6.60E−05 
                 NM_015039 
                 1580348 
                 0.000205 
               
               
                   
                 NM_012155 
                 2030450 
                 0.000283925 
                 NM_018285 
                 1780348 
                 0.000158 
               
               
                   
                 XM_936353 
                 2030544 
                 0.000118328 
                 NM_001099786 
                 1820598 
                 5.51E−05 
               
               
                   
                 NM_198196 
                 2100333 
                 0.000249598 
                 NM_024108 
                 1980424 
                 0.00027 
               
               
                   
                 NM_001077692 
                 2120681 
                 0.000202234 
                 NM_004226 
                 2100035 
                 0.000292 
               
               
                   
                 NM_207111 
                 2190524 
                 0.0001217 
                 NM_198196 
                 2100333 
                 0.000398 
               
               
                   
                 NM_014738 
                 2190673 
                 4.12E−05 
                 NM_014738 
                 2190673 
                 0.000148 
               
               
                   
                 NM_007115 
                 2370524 
                 4.06E−06 
                 NM_007115 
                 2370524 
                 3.63E−06 
               
               
                   
                 NM_016478 
                 2370593 
                 0.000228737 
                 T03068 
                 2450497 
                 6.26E−05 
               
               
                   
                 BX096685 
                 2450343 
                 0.000103314 
                 NM_025153 
                 2630484 
                 3.78E−05 
               
               
                   
                 T03068 
                 2450497 
                 0.000235319 
                 NM_005980 
                 2640609 
                 0.000121 
               
               
                   
                 NM_006031 
                 2480082 
                 0.000250813 
                 NM_001014838 
                 2690609 
                 0.000394 
               
               
                   
                 NM_001076785 
                 2480402 
                 0.000171592 
                 NM_003707 
                 2750408 
                 0.000173 
               
               
                   
                 NM_020408 
                 2630181 
                 0.000135713 
                 NM_031488 
                 3120301 
                 0.000108 
               
               
                   
                 NM_003528 
                 2630451 
                 0.000263022 
                 NM_014941 
                 3360364 
                 4.62E−05 
               
               
                   
                 NM_025153 
                 2630484 
                 3.24E−05 
                 NM_207311 
                 3420343 
                 0.000375 
               
               
                   
                 NM_213636 
                 2680682 
                 0.000119947 
                 NM_015288 
                 3420735 
                 0.000203 
               
               
                   
                 NM_001014838 
                 2690609 
                 0.00026644 
                 NM_139244 
                 3460189 
                 0.000136 
               
               
                   
                 NM_001854 
                 2750070 
                 0.000215687 
                 NM_003137 
                 3460674 
                 4.63E−05 
               
               
                   
                 NM_015135 
                 2750521 
                 1.66E−05 
                 NM_003707 
                 3520082 
                 5.68E−05 
               
               
                   
                 NM_005082 
                 2850576 
                 0.000150478 
                 NM_213566 
                 3520192 
                 0.000198 
               
               
                   
                 NM_001384 
                 2900524 
                 0.000145624 
                 XM_930898 
                 3830390 
                 0.00019 
               
               
                   
                 NM_031488 
                 3120301 
                 5.41E−05 
                 NM_005225 
                 3940338 
                 0.000175 
               
               
                   
                 NM_020750 
                 3130711 
                 0.000215113 
                 XM_940524 
                 3940368 
                 0.00018 
               
               
                   
                 NM_016089 
                 3170468 
                 0.000221173 
                 X00437 
                 3990639 
                 7.12E−05 
               
               
                   
                 NM_152735 
                 3290019 
                 0.000144544 
                 NM_022827 
                 4120133 
                 0.000262 
               
               
                   
                 NM_014941 
                 3360364 
                 2.76E−05 
                 NM_001779 
                 4150161 
                 0.000305 
               
               
                   
                 NM_015002 
                 3400372 
                 0.000174547 
                 AA868051 
                 4150402 
                 0.000383 
               
               
                   
                 NM_207311 
                 3420343 
                 0.00018972 
                 NM_001042631 
                 4220138 
                 0.000175 
               
               
                   
                 NM_012110 
                 3440431 
                 0.00014229 
                 NM_020414 
                 4280332 
                 4.19E−05 
               
               
                   
                 NM_003137 
                 3460674 
                 0.000114516 
                 NM_015651 
                 4540082 
                 0.000227 
               
               
                   
                 NM_003707 
                 3520082 
                 3.93E−05 
                 NM_003543 
                 4730195 
                 8.13E−05 
               
               
                   
                 NM_213566 
                 3520192 
                 3.69E−05 
                 NM_016553 
                 4760543 
                 9.71E−05 
               
               
                   
                 NM_005476 
                 3610504 
                 2.07E−05 
                 NM_012413 
                 4780672 
                 0.000392 
               
               
                   
                 NM_004092 
                 3840022 
                 0.000122704 
                 NM_006725 
                 4850192 
                 0.000207 
               
               
                   
                 NM_003496 
                 3850286 
                 0.000181352 
                 NM_016552 
                 4850541 
                 0.000202 
               
               
                   
                 XM_496059 
                 3990465 
                 0.000230631 
                 NM_015239 
                 4860132 
                 0.000272 
               
               
                   
                 X00437 
                 3990639 
                 6.35E−05 
                 NM_014281 
                 4900053 
                 6.86E−05 
               
               
                   
                 NM_004811 
                 4060131 
                 0.000261106 
                 NM_007047 
                 4920577 
                 0.000119 
               
               
                   
                 NM_015721 
                 4200538 
                 8.54E−05 
                 NM_032312 
                 5290289 
                 0.000172 
               
               
                   
                 NM_024600 
                 4210647 
                 4.75E−05 
                 NM_006321 
                 5390669 
                 0.000373 
               
               
                   
                 NM_001042631 
                 4220138 
                 4.77E−05 
                 NM_152272 
                 5550746 
                 0.00039 
               
               
                   
                 NM_020414 
                 4280332 
                 8.56E−05 
                 NM_013270 
                 5690037 
                 1.52E−05 
               
               
                   
                 NM_015651 
                 4540082 
                 0.000102476 
                 NM_032118 
                 5700403 
                 0.000289 
               
               
                   
                 NM_015433 
                 4540301 
                 1.61E−05 
                 NM_173791 
                 5720398 
                 0.000249 
               
               
                   
                 NM_003543 
                 4730195 
                 3.83E−05 
                 BU733214 
                 5860196 
                 0.000365 
               
               
                   
                 CK300859 
                 4730577 
                 0.000174021 
                 NM_006082 
                 5900156 
                 0.000375 
               
               
                   
                 NM_016553 
                 4760543 
                 9.00E−06 
                 XM_931928 
                 6110537 
                 0.0003 
               
               
                   
                 NM_005243 
                 4780743 
                 0.000257451 
                 NM_004044 
                 6110768 
                 4.01E−05 
               
               
                   
                 NM_030811 
                 4830435 
                 0.00029784 
                 NM_000074 
                 6270128 
                 0.000192 
               
               
                   
                 NM_006725 
                 4850192 
                 0.000196735 
                 XM_936128 
                 6290561 
                 0.00025 
               
               
                   
                 NM_021809 
                 4850438 
                 2.80E−05 
                 NM_033416 
                 6380598 
                 0.000273 
               
               
                   
                 NM_014281 
                 4900053 
                 4.21E−05 
                 NM_033554 
                 6480500 
                 0.000219 
               
               
                   
                 NM_003559 
                 5090477 
                 0.000263019 
                 NM_024619 
                 6590386 
                 5.24E−05 
               
               
                   
                 NM_017415 
                 5090739 
                 0.000149548 
                 NM_018384 
                 6960746 
                 5.22E−05 
               
               
                   
                 NM_000075 
                 5270500 
                 6.52E−05 
                 NM_004776 
                 6980070 
                 0.000267 
               
               
                   
                 NM_022730 
                 5310050 
                 9.54E−05 
                 NM_182476 
                 7050543 
                 0.000185 
               
               
                   
                 NM_001033667 
                 5310136 
                 0.000229653 
                 NM_006429 
                 7150017 
                 0.000297 
               
               
                   
                 NM_003906 
                 5390131 
                 1.50E−05 
                 NM_006901 
                 7150634 
                 0.000149 
               
               
                   
                 NM_006321 
                 5390669 
                 6.58E−05 
                 NM_016237 
                 7380288 
                 0.000209 
               
               
                   
                 NM_152272 
                 5550746 
                 0.000202311 
                 NM_001152 
                 7550537 
                 9.37E−05 
               
               
                   
                 NM_013270 
                 5690037 
                 0.000282072 
               
               
                   
                 NM_032118 
                 5700403 
                 0.000211664 
               
               
                   
                 NM_006082 
                 5900156 
                 0.000243738 
               
               
                   
                 NM_170699 
                 5960035 
                 0.000109508 
               
               
                   
                 NM_007255 
                 6100220 
                 0.000110106 
               
               
                   
                 NM_004044 
                 6110768 
                 1.64E−05 
               
               
                   
                 NM_005771 
                 6220450 
                 0.000188396 
               
               
                   
                 NM_005968 
                 6270021 
                 8.58E−05 
               
               
                   
                 NM_000074 
                 6270128 
                 7.83E−06 
               
               
                   
                 NM_033416 
                 6380598 
                 5.97E−05 
               
               
                   
                 NM_001005332 
                 6480170 
                 0.000147564 
               
               
                   
                 NM_033554 
                 6480500 
                 0.000263731 
               
               
                   
                 XR_018793 
                 6550142 
                 0.000155407 
               
               
                   
                 NM_024619 
                 6590386 
                 2.83E−05 
               
               
                   
                 NM_001007224 
                 6590523 
                 0.00018882 
               
               
                   
                 NM_015540 
                 6860243 
                 5.47E−05 
               
               
                   
                 NM_018384 
                 6960746 
                 4.44E−05 
               
               
                   
                 NM_004776 
                 6980070 
                 6.06E−05 
               
               
                   
                 NM_138576 
                 7000133 
                 8.72E−05 
               
               
                   
                 NM_018380 
                 7000224 
                 0.000282503 
               
               
                   
                 NM_025263 
                 7000408 
                 0.000238786 
               
               
                   
                 NM_022163 
                 7040598 
                 0.000212169 
               
               
                   
                 NM_182476 
                 7050543 
                 0.000106626 
               
               
                   
                 NM_078483 
                 7100136 
                 0.000145165 
               
               
                   
                 NM_004623 
                 7100504 
                 0.000270702 
               
               
                   
                 NM_014165 
                 7150601 
                 7.64E−05 
               
               
                   
                 NM_006901 
                 7150634 
                 7.48E−05 
               
               
                   
                 NM_014976 
                 7160296 
                 0.000167977 
               
               
                   
                 NM_016237 
                 7380288 
                 9.42E−05 
               
               
                   
                 NM_001152 
                 7550537 
                 3.05E−05 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 18 
                   
                 List 19 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  1.00 
                  0.83 
               
               
                   
                 Number of Transcripts 
                 58 
                 89 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_015062 
                 20647 
                 0.00029 
                 NM_015959 
                 380315 
                 0.0003 
               
               
                   
                 NM_182898 
                 160132 
                 0.000337 
                 NM_002348 
                 450037 
                 0.000157 
               
               
                   
                 BM981444 
                 240653 
                 0.00033 
                 NM_021872 
                 460754 
                 0.000306 
               
               
                   
                 NM_002348 
                 450037 
                 0.000343 
                 NM_018715 
                 510450 
                 1.30E−05 
               
               
                   
                 NM_018715 
                 510450 
                 0.000131 
                 NM_000155 
                 520332 
                 6.03E−05 
               
               
                   
                 NM_000155 
                 520332 
                 2.35E−05 
                 NM_002896 
                 620722 
                 0.000193 
               
               
                   
                 NM_002129 
                 610563 
                 0.000374 
                 CR596519 
                 670041 
                 4.42E−05 
               
               
                   
                 NM_000896 
                 650164 
                 0.00015 
                 NM_004927 
                 1030692 
                 6.28E−05 
               
               
                   
                 CR596519 
                 670041 
                 0.000147 
                 AF272739 
                 1050128 
                 0.000205 
               
               
                   
                 AF272739 
                 1050128 
                 0.000152 
                 NM_015292 
                 1110215 
                 4.92E−05 
               
               
                   
                 NM_015292 
                 1110215 
                 0.00015 
                 NM_000887 
                 1240603 
                 0.000262 
               
               
                   
                 NM_000878 
                 1170307 
                 0.000104 
                 NM_000578 
                 1430292 
                 0.000314 
               
               
                   
                 NM_000887 
                 1240603 
                 0.000197 
                 NM_016408 
                 1440601 
                 4.37E−05 
               
               
                   
                 NM_015039 
                 1580348 
                 0.000112 
                 NM_015039 
                 1580348 
                 0.000304 
               
               
                   
                 NM_018285 
                 1780348 
                 0.000315 
                 NM_018285 
                 1780348 
                 0.00013 
               
               
                   
                 NM_004226 
                 2100035 
                 0.000361 
                 NM_001099786 
                 1820598 
                 3.38E−05 
               
               
                   
                 NM_198196 
                 2100333 
                 0.000214 
                 XM_936353 
                 2030544 
                 0.00027 
               
               
                   
                 NM_014738 
                 2190673 
                 0.000171 
                 NM_001077692 
                 2120681 
                 0.000383 
               
               
                   
                 XM_935843 
                 2260446 
                 0.000147 
                 NM_014738 
                 2190673 
                 0.000294 
               
               
                   
                 NM_007115 
                 2370524 
                 5.38E−06 
                 NM_007115 
                 2370524 
                 1.79E−05 
               
               
                   
                 T03068 
                 2450497 
                 0.000187 
                 BX096685 
                 2450343 
                 0.000243 
               
               
                   
                 NM_025153 
                 2630484 
                 4.79E−05 
                 T03068 
                 2450497 
                 5.57E−05 
               
               
                   
                 NM_001014838 
                 2690609 
                 0.000385 
                 NM_025153 
                 2630484 
                 9.60E−05 
               
               
                   
                 NM_001414 
                 2760563 
                 0.000392 
                 NM_019111 
                 2680370 
                 0.000297 
               
               
                   
                 NM_031488 
                 3120301 
                 7.69E−05 
                 NM_001014838 
                 2690609 
                 9.68E−05 
               
               
                   
                 NM_014941 
                 3360364 
                 0.000147 
                 NM_005449 
                 2760092 
                 0.000386 
               
               
                   
                 NM_015288 
                 3420735 
                 0.000198 
                 NM_001414 
                 2760563 
                 0.000352 
               
               
                   
                 NM_003137 
                 3460674 
                 0.000151 
                 NM_005082 
                 2850576 
                 0.0003 
               
               
                   
                 NM_213566 
                 3520192 
                 0.000105 
                 NM_031488 
                 3120301 
                 0.000101 
               
               
                   
                 XM_930898 
                 3830390 
                 0.000161 
                 NM_006767 
                 3140093 
                 9.93E−05 
               
               
                   
                 X00437 
                 3990639 
                 0.000235 
                 NM_015710 
                 3170092 
                 0.000305 
               
               
                   
                 AA868051 
                 4150402 
                 0.000207 
                 NM_014941 
                 3360364 
                 7.94E−05 
               
               
                   
                 NM_024600 
                 4210647 
                 0.000148 
                 NM_001042600 
                 3420630 
                 0.000387 
               
               
                   
                 NM_020414 
                 4280332 
                 0.000117 
                 NM_003137 
                 3460674 
                 0.000106 
               
               
                   
                 NM_015651 
                 4540082 
                 0.000304 
                 NM_003707 
                 3520082 
                 0.000268 
               
               
                   
                 NM_003543 
                 4730195 
                 0.000236 
                 NM_213566 
                 3520192 
                 0.000257 
               
               
                   
                 NM_001017404 
                 4760364 
                 0.00038 
                 NM_005476 
                 3610504 
                 5.91E−06 
               
               
                   
                 NM_016553 
                 4760543 
                 4.28E−05 
                 X00437 
                 3990639 
                 7.90E−05 
               
               
                   
                 NM_006725 
                 4850192 
                 0.000318 
                 NM_004811 
                 4060131 
                 0.000337 
               
               
                   
                 NM_016552 
                 4850541 
                 0.000256 
                 NM_022827 
                 4120133 
                 0.00028 
               
               
                   
                 NM_014281 
                 4900053 
                 9.51E−05 
                 NM_024600 
                 4210647 
                 0.000218 
               
               
                   
                 AA431917 
                 5130154 
                 0.00036 
                 NM_001042631 
                 4220138 
                 3.86E−05 
               
               
                   
                 NM_032312 
                 5290289 
                 0.000232 
                 NM_020414 
                 4280332 
                 0.000117 
               
               
                   
                 NM_001007239 
                 5310754 
                 0.000388 
                 NM_015651 
                 4540082 
                 0.000122 
               
               
                   
                 NM_013270 
                 5690037 
                 5.68E−05 
                 NM_001024667 
                 4590646 
                 0.000137 
               
               
                   
                 NM_032118 
                 5700403 
                 0.000329 
                 NM_003543 
                 4730195 
                 0.000136 
               
               
                   
                 NM_003645 
                 6110328 
                 0.000347 
                 CK300859 
                 4730577 
                 0.000288 
               
               
                   
                 NM_004044 
                 6110768 
                 0.000153 
                 NM_016553 
                 4760543 
                 3.10E−05 
               
               
                   
                 NM_000074 
                 6270128 
                 0.000174 
                 NM_005243 
                 4780743 
                 0.000104 
               
               
                   
                 NM_002964 
                 6280576 
                 0.000386 
                 NM_006725 
                 4850192 
                 0.000138 
               
               
                   
                 AK128384 
                 6420541 
                 0.000366 
                 NM_014281 
                 4900053 
                 4.57E−05 
               
               
                   
                 NM_033554 
                 6480500 
                 0.000209 
                 NM_007047 
                 4920577 
                 0.000318 
               
               
                   
                 NM_024619 
                 6590386 
                 0.000208 
                 NM_007355 
                 5130082 
                 0.000293 
               
               
                   
                 NM_018384 
                 6960746 
                 0.000158 
                 NM_000075 
                 5270500 
                 0.000307 
               
               
                   
                 NM_004776 
                 6980070 
                 0.000353 
                 NM_001007239 
                 5310754 
                 0.000134 
               
               
                   
                 NM_182476 
                 7050543 
                 0.000265 
                 NM_003906 
                 5390131 
                 0.000193 
               
               
                   
                 NM_078483 
                 7100136 
                 0.000348 
                 NM_152272 
                 5550746 
                 0.000311 
               
               
                   
                 NM_001152 
                 7550537 
                 0.000125 
                 NM_013270 
                 5690037 
                 0.000207 
               
               
                   
                   
                   
                   
                 NM_002139 
                 5690673 
                 0.00033 
               
               
                   
                   
                   
                   
                 NM_032118 
                 5700403 
                 0.000303 
               
               
                   
                   
                   
                   
                 NM_001628 
                 5890327 
                 0.000232 
               
               
                   
                   
                   
                   
                 NM_178510 
                 5910091 
                 3.75E−05 
               
               
                   
                   
                   
                   
                 NM_170699 
                 5960035 
                 0.000309 
               
               
                   
                   
                   
                   
                 NM_007255 
                 6100220 
                 0.000328 
               
               
                   
                   
                   
                   
                 NM_144666 
                 6110142 
                 0.000278 
               
               
                   
                   
                   
                   
                 XM_931928 
                 6110537 
                 0.000164 
               
               
                   
                   
                   
                   
                 NM_004044 
                 6110768 
                 0.00024 
               
               
                   
                   
                   
                   
                 NM_005968 
                 6270021 
                 5.91E−05 
               
               
                   
                   
                   
                   
                 NM_000074 
                 6270128 
                 2.40E−05 
               
               
                   
                   
                   
                   
                 NM_001039508 
                 6280754 
                 0.000111 
               
               
                   
                   
                   
                   
                 XM_936128 
                 6290561 
                 0.000182 
               
               
                   
                   
                   
                   
                 NM_033416 
                 6380598 
                 0.000216 
               
               
                   
                   
                   
                   
                 NM_001005332 
                 6480170 
                 0.000377 
               
               
                   
                   
                   
                   
                 NM_025150 
                 6480328 
                 0.000272 
               
               
                   
                   
                   
                   
                 NM_033554 
                 6480500 
                 0.00015 
               
               
                   
                   
                   
                   
                 XR_018793 
                 6550142 
                 0.000362 
               
               
                   
                   
                   
                   
                 NM_024619 
                 6590386 
                 4.64E−05 
               
               
                   
                   
                   
                   
                 NM_015540 
                 6860243 
                 0.00038 
               
               
                   
                   
                   
                   
                 NM_004964 
                 6940242 
                 0.000349 
               
               
                   
                   
                   
                   
                 NM_018384 
                 6960746 
                 9.79E−05 
               
               
                   
                   
                   
                   
                 NM_014165 
                 7150601 
                 0.00013 
               
               
                   
                   
                   
                   
                 NM_006901 
                 7150634 
                 6.17E−05 
               
               
                   
                   
                   
                   
                 NM_014976 
                 7160296 
                 0.000121 
               
               
                   
                   
                   
                   
                 NM_003757 
                 7320576 
                 0.000262 
               
               
                   
                   
                   
                   
                 NM_007167 
                 7380274 
                 0.000374 
               
               
                   
                   
                   
                   
                 NM_016237 
                 7380288 
                 0.000189 
               
               
                   
                   
                   
                   
                 NM_199176 
                 7380736 
                 0.000151 
               
               
                   
                   
                   
                   
                 NM_004515 
                 7400431 
                 0.000268 
               
               
                   
                   
                   
                   
                 NM_001152 
                 7550537 
                 3.79E−05 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 20 
                   
                 List 21 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.8 
                  0.8125 
               
               
                   
                 Number of Transcripts 
                 140 
                 94 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_001031717 
                 10338 
                 0.000148 
                 NM_005621 
                 10279 
                 0.000319 
               
               
                   
                 NM_052901 
                 130113 
                 5.90E−05 
                 NM_023003 
                 10541 
                 0.000152 
               
               
                   
                 NM_006567 
                 130403 
                 8.09E−07 
                 NM_206967 
                 20224 
                 0.000148 
               
               
                   
                 NM_016292 
                 160736 
                 0.000312 
                 NM_015062 
                 20647 
                 0.000191 
               
               
                   
                 NM_015959 
                 380315 
                 0.000125 
                 NM_182898 
                 160132 
                 0.000213 
               
               
                   
                 NM_002348 
                 450037 
                 8.79E−05 
                 NM_012426 
                 160682 
                 0.000377 
               
               
                   
                 NM_021872 
                 460754 
                 0.000253 
                 NM_016292 
                 160736 
                 9.71E−05 
               
               
                   
                 NM_018715 
                 510450 
                 1.80E−06 
                 NM_015953 
                 380685 
                 0.000244 
               
               
                   
                 NM_000155 
                 520332 
                 8.15E−05 
                 NM_002348 
                 450037 
                 0.000158 
               
               
                   
                 NM_024662 
                 630768 
                 0.000363 
                 NM_021872 
                 460754 
                 0.000351 
               
               
                   
                 NM_000896 
                 650164 
                 0.000171 
                 NM_018715 
                 510450 
                 5.75E−05 
               
               
                   
                 CR596519 
                 670041 
                 6.83E−05 
                 NM_000155 
                 520332 
                 2.00E−05 
               
               
                   
                 NM_015380 
                 990273 
                 0.000177 
                 NM_002129 
                 610563 
                 0.000424 
               
               
                   
                 NM_004927 
                 1030692 
                 0.000146 
                 NM_002896 
                 620722 
                 0.000361 
               
               
                   
                 NM_207107 
                 1070377 
                 0.000204 
                 NM_000896 
                 650164 
                 2.29E−05 
               
               
                   
                 NM_015292 
                 1110215 
                 3.74E−05 
                 CR596519 
                 670041 
                 5.24E−05 
               
               
                   
                 BC041984 
                 1110358 
                 0.000201 
                 NM_006427 
                 830754 
                 0.000392 
               
               
                   
                 NM_000887 
                 1240603 
                 0.000237 
                 AF272739 
                 1050128 
                 0.000316 
               
               
                   
                 XM_377476 
                 1340338 
                 0.000233 
                 NM_015292 
                 1110215 
                 5.97E−05 
               
               
                   
                 NM_001039708 
                 1340731 
                 5.81E−05 
                 NM_006720 
                 1110575 
                 0.000394 
               
               
                   
                 NM_000578 
                 1430292 
                 0.000305 
                 NM_000887 
                 1240603 
                 0.000241 
               
               
                   
                 NM_000819 
                 1430730 
                 0.000332 
                 NM_021105 
                 1260228 
                 0.000289 
               
               
                   
                 NM_003343 
                 1440382 
                 0.000126 
                 NM_016286 
                 1410369 
                 0.000395 
               
               
                   
                 NM_002080 
                 1440546 
                 0.000371 
                 NM_000578 
                 1430292 
                 0.000338 
               
               
                   
                 NM_016408 
                 1440601 
                 0.000195 
                 NM_002080 
                 1440546 
                 0.000463 
               
               
                   
                 NM_006306 
                 1500040 
                 0.000292 
                 NM_015039 
                 1580348 
                 0.000205 
               
               
                   
                 NM_153201 
                 1690189 
                 0.000387 
                 NM_018285 
                 1780348 
                 0.000158 
               
               
                   
                 NM_002405 
                 1710286 
                 0.000338 
                 NM_001099786 
                 1820598 
                 5.51E−05 
               
               
                   
                 NM_014871 
                 1740576 
                 9.36E−05 
                 NM_024108 
                 1980424 
                 0.00027 
               
               
                   
                 NM_018285 
                 1780348 
                 5.10E−05 
                 XM_936353 
                 2030544 
                 0.000437 
               
               
                   
                 NM_001099786 
                 1820598 
                 6.60E−05 
                 NM_004226 
                 2100035 
                 0.000292 
               
               
                   
                 NM_012155 
                 2030450 
                 0.000284 
                 NM_198196 
                 2100333 
                 0.000398 
               
               
                   
                 XM_936353 
                 2030544 
                 0.000118 
                 NM_014738 
                 2190673 
                 0.000148 
               
               
                   
                 NM_198196 
                 2100333 
                 0.00025 
                 NM_007115 
                 2370524 
                 3.63E−06 
               
               
                   
                 NM_001077692 
                 2120681 
                 0.000202 
                 T03068 
                 2450497 
                 6.26E−05 
               
               
                   
                 NM_207111 
                 2190524 
                 0.000122 
                 NM_025153 
                 2630484 
                 3.78E−05 
               
               
                   
                 NM_014738 
                 2190673 
                 4.12E−05 
                 NM_005980 
                 2640609 
                 0.000121 
               
               
                   
                 NM_007115 
                 2370524 
                 4.06E−06 
                 NM_001014838 
                 2690609 
                 0.000394 
               
               
                   
                 NM_016478 
                 2370593 
                 0.000229 
                 NM_003707 
                 2750408 
                 0.000173 
               
               
                   
                 BX096685 
                 2450343 
                 0.000103 
                 NM_031488 
                 3120301 
                 0.000108 
               
               
                   
                 T03068 
                 2450497 
                 0.000235 
                 NM_017905 
                 3130091 
                 0.000411 
               
               
                   
                 NM_006031 
                 2480082 
                 0.000251 
                 NM_014941 
                 3360364 
                 4.62E−05 
               
               
                   
                 NM_001076785 
                 2480402 
                 0.000172 
                 NM_207311 
                 3420343 
                 0.000375 
               
               
                   
                 NM_020408 
                 2630181 
                 0.000136 
                 NM_015288 
                 3420735 
                 0.000203 
               
               
                   
                 NM_003528 
                 2630451 
                 0.000263 
                 NM_139244 
                 3460189 
                 0.000136 
               
               
                   
                 NM_025153 
                 2630484 
                 3.24E−05 
                 NM_003137 
                 3460674 
                 4.63E−05 
               
               
                   
                 NM_001025603 
                 2640373 
                 0.000342 
                 NM_003707 
                 3520082 
                 5.68E−05 
               
               
                   
                 NM_213636 
                 2680682 
                 0.00012 
                 NM_213566 
                 3520192 
                 0.000198 
               
               
                   
                 NM_001014838 
                 2690609 
                 0.000266 
                 XM_930898 
                 3830390 
                 0.00019 
               
               
                   
                 NM_001854 
                 2750070 
                 0.000216 
                 NM_005225 
                 3940338 
                 0.000175 
               
               
                   
                 NM_015135 
                 2750521 
                 1.66E−05 
                 XM_940524 
                 3940368 
                 0.00018 
               
               
                   
                 NM_001414 
                 2760563 
                 0.000336 
                 X00437 
                 3990639 
                 7.12E−05 
               
               
                   
                 NM_005082 
                 2850576 
                 0.00015 
                 NM_030915 
                 4120086 
                 0.000447 
               
               
                   
                 NM_001384 
                 2900524 
                 0.000146 
                 NM_022827 
                 4120133 
                 0.000262 
               
               
                   
                 NM_031488 
                 3120301 
                 5.41E−05 
                 NM_001779 
                 4150161 
                 0.000305 
               
               
                   
                 NM_020750 
                 3130711 
                 0.000215 
                 AA868051 
                 4150402 
                 0.000383 
               
               
                   
                 NM_006767 
                 3140093 
                 0.000376 
                 NM_015721 
                 4200538 
                 0.000495 
               
               
                   
                 NM_016089 
                 3170468 
                 0.000221 
                 NM_001042631 
                 4220138 
                 0.000175 
               
               
                   
                 NM_152735 
                 3290019 
                 0.000145 
                 NM_020414 
                 4280332 
                 4.19E−05 
               
               
                   
                 NM_014941 
                 3360364 
                 2.76E−05 
                 NM_015651 
                 4540082 
                 0.000227 
               
               
                   
                 NM_005698 
                 3370687 
                 0.000334 
                 NM_003543 
                 4730195 
                 8.13E−05 
               
               
                   
                 NM_015002 
                 3400372 
                 0.000175 
                 NM_016553 
                 4760543 
                 9.71E−05 
               
               
                   
                 NM_207311 
                 3420343 
                 0.00019 
                 NM_012413 
                 4780672 
                 0.000392 
               
               
                   
                 NM_015288 
                 3420735 
                 0.000328 
                 NM_006725 
                 4850192 
                 0.000207 
               
               
                   
                 NM_012110 
                 3440431 
                 0.000142 
                 NM_016552 
                 4850541 
                 0.000202 
               
               
                   
                 NM_003137 
                 3460674 
                 0.000115 
                 NM_015239 
                 4860132 
                 0.000272 
               
               
                   
                 NM_003707 
                 3520082 
                 3.93E−05 
                 NM_032320 
                 4860296 
                 0.00046 
               
               
                   
                 NM_213566 
                 3520192 
                 3.69E−05 
                 NM_014281 
                 4900053 
                 6.86E−05 
               
               
                   
                 NM_005476 
                 3610504 
                 2.07E−05 
                 NM_007047 
                 4920577 
                 0.000119 
               
               
                   
                 NM_002883 
                 3710189 
                 0.00034 
                 NM_032312 
                 5290289 
                 0.000172 
               
               
                   
                 XM_930898 
                 3830390 
                 0.000366 
                 NM_006321 
                 5390669 
                 0.000373 
               
               
                   
                 NM_004092 
                 3840022 
                 0.000123 
                 NM_152272 
                 5550746 
                 0.00039 
               
               
                   
                 NM_003496 
                 3850286 
                 0.000181 
                 NM_013270 
                 5690037 
                 1.52E−05 
               
               
                   
                 XM_940524 
                 3940368 
                 0.000377 
                 NM_032118 
                 5700403 
                 0.000289 
               
               
                   
                 NM_012111 
                 3990192 
                 0.000308 
                 NM_173791 
                 5720398 
                 0.000249 
               
               
                   
                 XM_496059 
                 3990465 
                 0.000231 
                 BU733214 
                 5860196 
                 0.000365 
               
               
                   
                 X00437 
                 3990639 
                 6.35E−05 
                 NM_006082 
                 5900156 
                 0.000375 
               
               
                   
                 NM_015054 
                 4060056 
                 0.000332 
                 NM_007255 
                 6100220 
                 0.000447 
               
               
                   
                 NM_004811 
                 4060131 
                 0.000261 
                 XM_931928 
                 6110537 
                 0.0003 
               
               
                   
                 NM_015721 
                 4200538 
                 8.54E−05 
                 NM_004044 
                 6110768 
                 4.01E−05 
               
               
                   
                 NM_024600 
                 4210647 
                 4.75E−05 
                 NM_000074 
                 6270128 
                 0.000192 
               
               
                   
                 NM_001042631 
                 4220138 
                 4.77E−05 
                 XM_936128 
                 6290561 
                 0.00025 
               
               
                   
                 NM_020414 
                 4280332 
                 8.56E−05 
                 NM_033416 
                 6380598 
                 0.000273 
               
               
                   
                 NM_015651 
                 4540082 
                 0.000102 
                 NM_033554 
                 6480500 
                 0.000219 
               
               
                   
                 NM_015433 
                 4540301 
                 1.61E−05 
                 NM_024619 
                 6590386 
                 5.24E−05 
               
               
                   
                 NM_025228 
                 4640528 
                 0.000324 
                 NM_018384 
                 6960746 
                 5.22E−05 
               
               
                   
                 NM_003543 
                 4730195 
                 3.83E−05 
                 NM_004776 
                 6980070 
                 0.000267 
               
               
                   
                 CK300859 
                 4730577 
                 0.000174 
                 NM_182476 
                 7050543 
                 0.000185 
               
               
                   
                 NM_016553 
                 4760543 
                 9.00E−06 
                 NM_006429 
                 7150017 
                 0.000297 
               
               
                   
                 NM_005243 
                 4780743 
                 0.000257 
                 NM_006901 
                 7150634 
                 0.000149 
               
               
                   
                 NM_030811 
                 4830435 
                 0.000298 
                 NM_014976 
                 7160296 
                 0.000428 
               
               
                   
                 NM_012321 
                 4830563 
                 0.000308 
                 NM_016237 
                 7380288 
                 0.000209 
               
               
                   
                 NM_006725 
                 4850192 
                 0.000197 
                 NM_001152 
                 7550537 
                 9.37E−05 
               
               
                   
                 NM_021809 
                 4850438 
                 2.80E−05 
                 NM_024681 
                 7650605 
                 0.00042 
               
               
                   
                 NM_014281 
                 4900053 
                 4.21E−05 
               
               
                   
                 NM_003559 
                 5090477 
                 0.000263 
               
               
                   
                 NM_017415 
                 5090739 
                 0.00015 
               
               
                   
                 NM_000075 
                 5270500 
                 6.52E−05 
               
               
                   
                 NM_022730 
                 5310050 
                 9.54E−05 
               
               
                   
                 NM_001033667 
                 5310136 
                 0.00023 
               
               
                   
                 NM_003906 
                 5390131 
                 1.50E−05 
               
               
                   
                 NM_006321 
                 5390669 
                 6.58E−05 
               
               
                   
                 NM_152272 
                 5550746 
                 0.000202 
               
               
                   
                 NM_013270 
                 5690037 
                 0.000282 
               
               
                   
                 NM_032118 
                 5700403 
                 0.000212 
               
               
                   
                 NM_031449 
                 5720424 
                 0.000386 
               
               
                   
                 NM_006082 
                 5900156 
                 0.000244 
               
               
                   
                 NM_178510 
                 5910091 
                 0.000339 
               
               
                   
                 NM_170699 
                 5960035 
                 0.00011 
               
               
                   
                 NM_007255 
                 6100220 
                 0.00011 
               
               
                   
                 NM_004044 
                 6110768 
                 1.64E−05 
               
               
                   
                 NM_005771 
                 6220450 
                 0.000188 
               
               
                   
                 NM_005968 
                 6270021 
                 8.58E−05 
               
               
                   
                 NM_000074 
                 6270128 
                 7.83E−06 
               
               
                   
                 NM_001039508 
                 6280754 
                 0.000368 
               
               
                   
                 NM_003632 
                 6350017 
                 0.000306 
               
               
                   
                 NM_033416 
                 6380598 
                 5.97E−05 
               
               
                   
                 NM_001005332 
                 6480170 
                 0.000148 
               
               
                   
                 NM_025150 
                 6480328 
                 0.000394 
               
               
                   
                 NM_033554 
                 6480500 
                 0.000264 
               
               
                   
                 XR_018793 
                 6550142 
                 0.000155 
               
               
                   
                 NM_024619 
                 6590386 
                 2.83E−05 
               
               
                   
                 NM_001007224 
                 6590523 
                 0.000189 
               
               
                   
                 NM_015540 
                 6860243 
                 5.47E−05 
               
               
                   
                 NM_004964 
                 6940242 
                 0.000309 
               
               
                   
                 NM_001033515 
                 6960328 
                 0.0003 
               
               
                   
                 NM_018384 
                 6960746 
                 4.44E−05 
               
               
                   
                 NM_004776 
                 6980070 
                 6.06E−05 
               
               
                   
                 NM_138576 
                 7000133 
                 8.72E−05 
               
               
                   
                 NM_018380 
                 7000224 
                 0.000283 
               
               
                   
                 NM_025263 
                 7000408 
                 0.000239 
               
               
                   
                 NM_022163 
                 7040598 
                 0.000212 
               
               
                   
                 NM_182476 
                 7050543 
                 0.000107 
               
               
                   
                 NM_078483 
                 7100136 
                 0.000145 
               
               
                   
                 NM_004623 
                 7100504 
                 0.000271 
               
               
                   
                 NM_014165 
                 7150601 
                 7.64E−05 
               
               
                   
                 NM_006901 
                 7150634 
                 7.48E−05 
               
               
                   
                 NM_014976 
                 7160296 
                 0.000168 
               
               
                   
                 NM_016237 
                 7380288 
                 9.42E−05 
               
               
                   
                 NM_001152 
                 7550537 
                 3.05E−05 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 22 
                   
                 List 23 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  1 
                  0.833 
               
               
                   
                 Number of Transcripts 
                 71 
                 39 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_015062 
                 20647 
                 0.00029 
                 NM_002348 
                 450037 
                 0.000351 
               
               
                   
                 NM_182898 
                 160132 
                 0.000337 
                 NM_018715 
                 510450 
                 0.000153 
               
               
                   
                 BM981444 
                 240653 
                 0.00033 
                 NM_000155 
                 520332 
                 0.000379 
               
               
                   
                 NM_002348 
                 450037 
                 0.000343 
                 NM_000896 
                 650164 
                 4.19E−05 
               
               
                   
                 NM_018715 
                 510450 
                 0.000131 
                 CR596519 
                 670041 
                 0.000321 
               
               
                   
                 NM_000155 
                 520332 
                 2.35E−05 
                 XR_015582 
                 770452 
                 0.000289 
               
               
                   
                 NM_002129 
                 610563 
                 0.000374 
                 AF272739 
                 1050128 
                 8.83E−05 
               
               
                   
                 NM_000896 
                 650164 
                 0.00015 
                 NM_015039 
                 1580348 
                 0.000316 
               
               
                   
                 CR596519 
                 670041 
                 0.000147 
                 NM_007115 
                 2370524 
                 2.66E−05 
               
               
                   
                 AF272739 
                 1050128 
                 0.000152 
                 T03068 
                 2450497 
                 9.16E−05 
               
               
                   
                 NM_015292 
                 1110215 
                 0.00015 
                 NM_031412 
                 2630154 
                 0.000461 
               
               
                   
                 NM_000878 
                 1170307 
                 0.000104 
                 NM_003528 
                 2630451 
                 0.000164 
               
               
                   
                 NM_000887 
                 1240603 
                 0.000197 
                 NM_025153 
                 2630484 
                 5.73E−06 
               
               
                   
                 NM_015039 
                 1580348 
                 0.000112 
                 NM_031488 
                 3120301 
                 0.000356 
               
               
                   
                 NM_018285 
                 1780348 
                 0.000315 
                 NM_014941 
                 3360364 
                 0.000257 
               
               
                   
                 NM_001099786 
                 1820598 
                 0.000486 
                 NM_003137 
                 3460674 
                 0.000329 
               
               
                   
                 NM_004226 
                 2100035 
                 0.000361 
                 NM_213566 
                 3520192 
                 0.000494 
               
               
                   
                 NM_198196 
                 2100333 
                 0.000214 
                 NM_005476 
                 3610504 
                 0.00042 
               
               
                   
                 NM_014738 
                 2190673 
                 0.000171 
                 XM_930898 
                 3830390 
                 9.69E−05 
               
               
                   
                 XM_935843 
                 2260446 
                 0.000147 
                 NM_020414 
                 4280332 
                 0.000499 
               
               
                   
                 NM_007115 
                 2370524 
                 5.38E−06 
                 NM_003543 
                 4730195 
                 7.59E−05 
               
               
                   
                 T03068 
                 2450497 
                 0.000187 
                 NM_016553 
                 4760543 
                 0.000244 
               
               
                   
                 NM_003528 
                 2630451 
                 0.000475 
                 NM_014281 
                 4900053 
                 0.000355 
               
               
                   
                 NM_025153 
                 2630484 
                 4.79E−05 
                 NM_003559 
                 5090477 
                 0.00048 
               
               
                   
                 NM_001014838 
                 2690609 
                 0.000385 
                 NM_002150 
                 5090554 
                 0.000387 
               
               
                   
                 NM_001414 
                 2760563 
                 0.000392 
                 NM_013270 
                 5690037 
                 0.000449 
               
               
                   
                 NM_031488 
                 3120301 
                 7.69E−05 
                 NM_002808 
                 5720497 
                 0.000366 
               
               
                   
                 NM_004555 
                 3130291 
                 0.000433 
                 BU733214 
                 5860196 
                 0.000376 
               
               
                   
                 NM_014941 
                 3360364 
                 0.000147 
                 BM974838 
                 5870300 
                 0.000467 
               
               
                   
                 NM_015288 
                 3420735 
                 0.000198 
                 NM_006082 
                 5900156 
                 0.000428 
               
               
                   
                 NM_003137 
                 3460674 
                 0.000151 
                 XM_931928 
                 6110537 
                 0.000484 
               
               
                   
                 NM_213566 
                 3520192 
                 0.000105 
                 NM_000074 
                 6270128 
                 0.000132 
               
               
                   
                 XM_930898 
                 3830390 
                 0.000161 
                 NM_033416 
                 6380598 
                 0.000237 
               
               
                   
                 XM_940524 
                 3940368 
                 0.00042 
                 NM_018384 
                 6960746 
                 0.000361 
               
               
                   
                 X00437 
                 3990639 
                 0.000235 
                 NM_004776 
                 6980070 
                 0.000499 
               
               
                   
                 NM_001779 
                 4150161 
                 0.00042 
                 BI915661 
                 6980274 
                 0.000463 
               
               
                   
                 AA868051 
                 4150402 
                 0.000207 
                 NM_078483 
                 7100136 
                 0.000439 
               
               
                   
                 NM_002756 
                 4150632 
                 0.000469 
                 NM_006901 
                 7150634 
                 0.000284 
               
               
                   
                 NM_024600 
                 4210647 
                 0.000148 
                 NM_001152 
                 7550537 
                 0.000158 
               
               
                   
                 NM_020414 
                 4280332 
                 0.000117 
               
               
                   
                 NM_015651 
                 4540082 
                 0.000304 
               
               
                   
                 NM_003543 
                 4730195 
                 0.000236 
               
               
                   
                 NM_001017404 
                 4760364 
                 0.00038 
               
               
                   
                 NM_016553 
                 4760543 
                 4.28E−05 
               
               
                   
                 NM_006725 
                 4850192 
                 0.000318 
               
               
                   
                 NM_016552 
                 4850541 
                 0.000256 
               
               
                   
                 NM_015239 
                 4860132 
                 0.000443 
               
               
                   
                 NM_014281 
                 4900053 
                 9.51E−05 
               
               
                   
                 AA431917 
                 5130154 
                 0.00036 
               
               
                   
                 NM_032312 
                 5290289 
                 0.000232 
               
               
                   
                 NM_001007239 
                 5310754 
                 0.000388 
               
               
                   
                 NM_013270 
                 5690037 
                 5.68E−05 
               
               
                   
                 NM_032118 
                 5700403 
                 0.000329 
               
               
                   
                 NM_006082 
                 5900156 
                 0.000438 
               
               
                   
                 NM_178510 
                 5910091 
                 0.000459 
               
               
                   
                 NM_003645 
                 6110328 
                 0.000347 
               
               
                   
                 NM_004044 
                 6110768 
                 0.000153 
               
               
                   
                 NM_000074 
                 6270128 
                 0.000174 
               
               
                   
                 NM_002964 
                 6280576 
                 0.000386 
               
               
                   
                 NM_033416 
                 6380598 
                 0.000425 
               
               
                   
                 AK128384 
                 6420541 
                 0.000366 
               
               
                   
                 NM_033554 
                 6480500 
                 0.000209 
               
               
                   
                 NM_024619 
                 6590386 
                 0.000208 
               
               
                   
                 AA576740 
                 6840408 
                 0.000455 
               
               
                   
                 NM_018384 
                 6960746 
                 0.000158 
               
               
                   
                 NM_004776 
                 6980070 
                 0.000353 
               
               
                   
                 NM_182476 
                 7050543 
                 0.000265 
               
               
                   
                 NM_078483 
                 7100136 
                 0.000348 
               
               
                   
                 NM_017481 
                 7100392 
                 0.000469 
               
               
                   
                 AW263210 
                 7200477 
                 0.000483 
               
               
                   
                 NM_001152 
                 7550537 
                 0.000125 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 24 
                   
                 List 25 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.833 
                  0.8 
               
               
                   
                 Number of Transcripts 
                 111 
                 166 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_006567 
                 130403 
                 0.00043 
                 NM_001031717 
                 10338 
                 0.00014759 
               
               
                   
                 NM_016292 
                 160736 
                 0.000413 
                 NM_014669 
                 50164 
                 0.000430144 
               
               
                   
                 NM_015959 
                 380315 
                 0.0003 
                 NM_052901 
                 130113 
                 5.90E−05 
               
               
                   
                 NM_002348 
                 450037 
                 0.000157 
                 NM_006567 
                 130403 
                 8.09E−07 
               
               
                   
                 NM_021872 
                 460754 
                 0.000306 
                 NM_016292 
                 160736 
                 0.000312362 
               
               
                   
                 NM_018715 
                 510450 
                 1.30E−05 
                 NM_013378 
                 360066 
                 0.000426908 
               
               
                   
                 NM_000155 
                 520332 
                 6.03E−05 
                 NM_015959 
                 380315 
                 0.0001248 
               
               
                   
                 NM_002896 
                 620722 
                 0.000193 
                 NM_002348 
                 450037 
                 8.79E−05 
               
               
                   
                 NM_000896 
                 650164 
                 0.000404 
                 NM_021872 
                 460754 
                 0.000253124 
               
               
                   
                 CR596519 
                 670041 
                 4.42E−05 
                 NM_018715 
                 510450 
                 1.80E−06 
               
               
                   
                 NM_004927 
                 1030692 
                 6.28E−05 
                 AK130294 
                 520154 
                 0.000474626 
               
               
                   
                 AF272739 
                 1050128 
                 0.000205 
                 NM_000155 
                 520332 
                 8.15E−05 
               
               
                   
                 NM_015292 
                 1110215 
                 4.92E−05 
                 NM_024662 
                 630768 
                 0.000363461 
               
               
                   
                 NM_000887 
                 1240603 
                 0.000262 
                 NM_000896 
                 650164 
                 0.000170918 
               
               
                   
                 XM_377476 
                 1340338 
                 0.000496 
                 CR596519 
                 670041 
                 6.83E−05 
               
               
                   
                 NM_000578 
                 1430292 
                 0.000314 
                 NM_015380 
                 990273 
                 0.000176623 
               
               
                   
                 NM_016408 
                 1440601 
                 4.37E−05 
                 NM_004927 
                 1030692 
                 0.000146305 
               
               
                   
                 NM_015039 
                 1580348 
                 0.000304 
                 AF272739 
                 1050128 
                 0.000481314 
               
               
                   
                 NM_018285 
                 1780348 
                 0.00013 
                 NM_207107 
                 1070377 
                 0.000203913 
               
               
                   
                 NM_001099786 
                 1820598 
                 3.38E−05 
                 NM_015292 
                 1110215 
                 3.74E−05 
               
               
                   
                 XM_936353 
                 2030544 
                 0.00027 
                 BC041984 
                 1110358 
                 0.000201154 
               
               
                   
                 NM_001077692 
                 2120681 
                 0.000383 
                 NM_006720 
                 1110575 
                 0.000466948 
               
               
                   
                 NM_014738 
                 2190673 
                 0.000294 
                 NM_000887 
                 1240603 
                 0.000236913 
               
               
                   
                 NM_007115 
                 2370524 
                 1.79E−05 
                 NM_006066 
                 1300768 
                 0.000457682 
               
               
                   
                 BX096685 
                 2450343 
                 0.000243 
                 XM_377476 
                 1340338 
                 0.000233235 
               
               
                   
                 T03068 
                 2450497 
                 5.57E−05 
                 NM_001039708 
                 1340731 
                 5.81E−05 
               
               
                   
                 NM_006031 
                 2480082 
                 0.000437 
                 NM_000578 
                 1430292 
                 0.00030453 
               
               
                   
                 NM_031412 
                 2630154 
                 0.000422 
                 NM_000819 
                 1430730 
                 0.000332107 
               
               
                   
                 NM_003528 
                 2630451 
                 0.000458 
                 NM_003343 
                 1440382 
                 0.000126291 
               
               
                   
                 NM_025153 
                 2630484 
                 9.60E−05 
                 NM_002080 
                 1440546 
                 0.000371475 
               
               
                   
                 NM_019111 
                 2680370 
                 0.000297 
                 NM_016408 
                 1440601 
                 0.000195316 
               
               
                   
                 NM_001014838 
                 2690609 
                 9.68E−05 
                 NM_001037325 
                 1470332 
                 0.000410966 
               
               
                   
                 NM_003707 
                 2750408 
                 0.000452 
                 NM_006306 
                 1500040 
                 0.000291636 
               
               
                   
                 NM_015135 
                 2750521 
                 0.00042 
                 NM_015039 
                 1580348 
                 0.000479443 
               
               
                   
                 NM_005449 
                 2760092 
                 0.000386 
                 NM_153201 
                 1690189 
                 0.000387483 
               
               
                   
                 NM_001414 
                 2760563 
                 0.000352 
                 NM_002405 
                 1710286 
                 0.000338425 
               
               
                   
                 NM_005082 
                 2850576 
                 0.0003 
                 NM_014871 
                 1740576 
                 9.36E−05 
               
               
                   
                 NM_031488 
                 3120301 
                 0.000101 
                 NM_018285 
                 1780348 
                 5.10E−05 
               
               
                   
                 NM_006767 
                 3140093 
                 9.93E−05 
                 NM_001099786 
                 1820598 
                 6.60E−05 
               
               
                   
                 NM_015710 
                 3170092 
                 0.000305 
                 NM_012155 
                 2030450 
                 0.000283925 
               
               
                   
                 NM_014941 
                 3360364 
                 7.94E−05 
                 XM_936353 
                 2030544 
                 0.000118328 
               
               
                   
                 NM_207311 
                 3420343 
                 0.000462 
                 NM_198196 
                 2100333 
                 0.000249598 
               
               
                   
                 NM_001042600 
                 3420630 
                 0.000387 
                 NM_001077692 
                 2120681 
                 0.000202234 
               
               
                   
                 NM_139244 
                 3460189 
                 0.000483 
                 NM_207111 
                 2190524 
                 0.0001217 
               
               
                   
                 NM_003137 
                 3460674 
                 0.000106 
                 NM_014738 
                 2190673 
                 4.12E−05 
               
               
                   
                 NM_003707 
                 3520082 
                 0.000268 
                 NM_005356 
                 2230661 
                 0.000461017 
               
               
                   
                 NM_213566 
                 3520192 
                 0.000257 
                 NM_007115 
                 2370524 
                 4.06E−06 
               
               
                   
                 NM_005476 
                 3610504 
                 5.91E−06 
                 NM_016478 
                 2370593 
                 0.000228737 
               
               
                   
                 XM_930898 
                 3830390 
                 0.000483 
                 BX096685 
                 2450343 
                 0.000103314 
               
               
                   
                 X00437 
                 3990639 
                 7.90E−05 
                 T03068 
                 2450497 
                 0.000235319 
               
               
                   
                 NM_004811 
                 4060131 
                 0.000337 
                 NM_006031 
                 2480082 
                 0.000250813 
               
               
                   
                 NM_022827 
                 4120133 
                 0.00028 
                 NM_001076785 
                 2480402 
                 0.000171592 
               
               
                   
                 NM_016091 
                 4180142 
                 0.000453 
                 NM_031412 
                 2630154 
                 0.00042291 
               
               
                   
                 NM_015721 
                 4200538 
                 0.000448 
                 NM_020408 
                 2630181 
                 0.000135713 
               
               
                   
                 NM_024600 
                 4210647 
                 0.000218 
                 NM_003528 
                 2630451 
                 0.000263022 
               
               
                   
                 NM_001042631 
                 4220138 
                 3.86E−05 
                 NM_025153 
                 2630484 
                 3.24E−05 
               
               
                   
                 BU608944 
                 4220523 
                 0.00047 
                 NM_052853 
                 2630524 
                 0.000444478 
               
               
                   
                 NM_020414 
                 4280332 
                 0.000117 
                 NM_001025603 
                 2640373 
                 0.000341999 
               
               
                   
                 NM_015651 
                 4540082 
                 0.000122 
                 NM_019111 
                 2680370 
                 0.000447688 
               
               
                   
                 NM_006445 
                 4590082 
                 0.000457 
                 NM_213636 
                 2680682 
                 0.000119947 
               
               
                   
                 NM_001024667 
                 4590646 
                 0.000137 
                 NM_001014838 
                 2690609 
                 0.00026644 
               
               
                   
                 NM_003543 
                 4730195 
                 0.000136 
                 NM_003059 
                 2710397 
                 0.000429319 
               
               
                   
                 CK300859 
                 4730577 
                 0.000288 
                 NM_001854 
                 2750070 
                 0.000215687 
               
               
                   
                 NM_016553 
                 4760543 
                 3.10E−05 
                 NM_018233 
                 2750242 
                 0.00041359 
               
               
                   
                 NM_005243 
                 4780743 
                 0.000104 
                 NM_003707 
                 2750408 
                 0.000470087 
               
               
                   
                 NM_006725 
                 4850192 
                 0.000138 
                 NM_015135 
                 2750521 
                 1.66E−05 
               
               
                   
                 NM_014281 
                 4900053 
                 4.57E−05 
                 NM_001414 
                 2760563 
                 0.000335608 
               
               
                   
                 NM_007047 
                 4920577 
                 0.000318 
                 NM_005082 
                 2850576 
                 0.000150478 
               
               
                   
                 NM_007355 
                 5130082 
                 0.000293 
                 NM_001384 
                 2900524 
                 0.000145624 
               
               
                   
                 NM_000075 
                 5270500 
                 0.000307 
                 NM_031488 
                 3120301 
                 5.41E−05 
               
               
                   
                 NM_001007239 
                 5310754 
                 0.000134 
                 NM_020750 
                 3130711 
                 0.000215113 
               
               
                   
                 NM_003906 
                 5390131 
                 0.000193 
                 NM_006767 
                 3140093 
                 0.000376303 
               
               
                   
                 NM_152272 
                 5550746 
                 0.000311 
                 NM_016089 
                 3170468 
                 0.000221173 
               
               
                   
                 CR738137 
                 5570632 
                 0.000422 
                 NM_152735 
                 3290019 
                 0.000144544 
               
               
                   
                 NM_013270 
                 5690037 
                 0.000207 
                 NM_014941 
                 3360364 
                 2.76E−05 
               
               
                   
                 NM_002139 
                 5690673 
                 0.00033 
                 NM_005698 
                 3370687 
                 0.000333845 
               
               
                   
                 NM_032118 
                 5700403 
                 0.000303 
                 NM_015002 
                 3400372 
                 0.000174547 
               
               
                   
                 NM_001628 
                 5890327 
                 0.000232 
                 NM_207311 
                 3420343 
                 0.00018972 
               
               
                   
                 NM_006082 
                 5900156 
                 0.000463 
                 NM_015288 
                 3420735 
                 0.000328412 
               
               
                   
                 NM_178510 
                 5910091 
                 3.75E−05 
                 NM_012110 
                 3440431 
                 0.00014229 
               
               
                   
                 NM_170699 
                 5960035 
                 0.000309 
                 NM_003137 
                 3460674 
                 0.000114516 
               
               
                   
                 NM_014230 
                 6020402 
                 0.000423 
                 NM_003707 
                 3520082 
                 3.93E−05 
               
               
                   
                 NM_007255 
                 6100220 
                 0.000328 
                 NM_213566 
                 3520192 
                 3.69E−05 
               
               
                   
                 NM_144666 
                 6110142 
                 0.000278 
                 NM_005476 
                 3610504 
                 2.07E−05 
               
               
                   
                 XM_931928 
                 6110537 
                 0.000164 
                 NM_002883 
                 3710189 
                 0.000340109 
               
               
                   
                 NM_004044 
                 6110768 
                 0.00024 
                 NM_018129 
                 3780220 
                 0.000440152 
               
               
                   
                 NM_005968 
                 6270021 
                 5.91E−05 
                 XM_930898 
                 3830390 
                 0.000366322 
               
               
                   
                 NM_000074 
                 6270128 
                 2.40E−05 
                 NM_004092 
                 3840022 
                 0.000122704 
               
               
                   
                 NM_015044 
                 6270364 
                 0.000463 
                 NM_025152 
                 3840131 
                 0.00044282 
               
               
                   
                 NM_001039508 
                 6280754 
                 0.000111 
                 NM_003496 
                 3850286 
                 0.000181352 
               
               
                   
                 XM_936128 
                 6290561 
                 0.000182 
                 XM_940524 
                 3940368 
                 0.000376819 
               
               
                   
                 NM_033416 
                 6380598 
                 0.000216 
                 NM_012111 
                 3990192 
                 0.000307617 
               
               
                   
                 NM_001005332 
                 6480170 
                 0.000377 
                 XM_496059 
                 3990465 
                 0.000230631 
               
               
                   
                 NM_025150 
                 6480328 
                 0.000272 
                 X00437 
                 3990639 
                 6.35E−05 
               
               
                   
                 NM_033554 
                 6480500 
                 0.00015 
                 NM_015054 
                 4060056 
                 0.000331609 
               
               
                   
                 XR_018793 
                 6550142 
                 0.000362 
                 NM_004811 
                 4060131 
                 0.000261106 
               
               
                   
                 NM_024619 
                 6590386 
                 4.64E−05 
                 NM_145298 
                 4070132 
                 0.00044159 
               
               
                   
                 NM_015540 
                 6860243 
                 0.00038 
                 NM_015721 
                 4200538 
                 8.54E−05 
               
               
                   
                 NM_004964 
                 6940242 
                 0.000349 
                 NM_024600 
                 4210647 
                 4.75E−05 
               
               
                   
                 NM_018384 
                 6960746 
                 9.79E−05 
                 NM_001042631 
                 4220138 
                 4.77E−05 
               
               
                   
                 BI915661 
                 6980274 
                 0.000496 
                 NM_020414 
                 4280332 
                 8.56E−05 
               
               
                   
                 NM_078483 
                 7100136 
                 0.000449 
                 NM_015651 
                 4540082 
                 0.000102476 
               
               
                   
                 NM_014165 
                 7150601 
                 0.00013 
                 NM_015433 
                 4540301 
                 1.61E−05 
               
               
                   
                 NM_006901 
                 7150634 
                 6.17E−05 
                 NM_025228 
                 4640528 
                 0.000323829 
               
               
                   
                 NM_014976 
                 7160296 
                 0.000121 
                 NM_003543 
                 4730195 
                 3.83E−05 
               
               
                   
                 NM_003757 
                 7320576 
                 0.000262 
                 CK300859 
                 4730577 
                 0.000174021 
               
               
                   
                 NM_007167 
                 7380274 
                 0.000374 
                 NM_016553 
                 4760543 
                 9.00E−06 
               
               
                   
                 NM_016237 
                 7380288 
                 0.000189 
                 NM_005243 
                 4780743 
                 0.000257451 
               
               
                   
                 NM_199176 
                 7380736 
                 0.000151 
                 NM_030811 
                 4830435 
                 0.00029784 
               
               
                   
                 NM_004515 
                 7400431 
                 0.000268 
                 NM_012321 
                 4830563 
                 0.000307859 
               
               
                   
                 NM_001152 
                 7550537 
                 3.79E−05 
                 NM_006725 
                 4850192 
                 0.000196735 
               
               
                   
                   
                   
                   
                 NM_021809 
                 4850438 
                 2.80E−05 
               
               
                   
                   
                   
                   
                 NM_017755 
                 4880195 
                 0.000412863 
               
               
                   
                   
                   
                   
                 NM_007171 
                 4880681 
                 0.000449304 
               
               
                   
                   
                   
                   
                 NM_014281 
                 4900053 
                 4.21E−05 
               
               
                   
                   
                   
                   
                 NM_003559 
                 5090477 
                 0.000263019 
               
               
                   
                   
                   
                   
                 NM_017415 
                 5090739 
                 0.000149548 
               
               
                   
                   
                   
                   
                 NM_007355 
                 5130082 
                 0.00046265 
               
               
                   
                   
                   
                   
                 NM_000075 
                 5270500 
                 6.52E−05 
               
               
                   
                   
                   
                   
                 NM_022730 
                 5310050 
                 9.54E−05 
               
               
                   
                   
                   
                   
                 NM_001033667 
                 5310136 
                 0.000229653 
               
               
                   
                   
                   
                   
                 NM_001007239 
                 5310754 
                 0.000403804 
               
               
                   
                   
                   
                   
                 NM_003906 
                 5390131 
                 1.50E−05 
               
               
                   
                   
                   
                   
                 NM_006321 
                 5390669 
                 6.58E−05 
               
               
                   
                   
                   
                   
                 NM_152272 
                 5550746 
                 0.000202311 
               
               
                   
                   
                   
                   
                 NM_013270 
                 5690037 
                 0.000282072 
               
               
                   
                   
                   
                   
                 NM_032118 
                 5700403 
                 0.000211664 
               
               
                   
                   
                   
                   
                 NM_031449 
                 5720424 
                 0.000385745 
               
               
                   
                   
                   
                   
                 NM_006082 
                 5900156 
                 0.000243738 
               
               
                   
                   
                   
                   
                 NM_178510 
                 5910091 
                 0.000338619 
               
               
                   
                   
                   
                   
                 NM_170699 
                 5960035 
                 0.000109508 
               
               
                   
                   
                   
                   
                 NM_007255 
                 6100220 
                 0.000110106 
               
               
                   
                   
                   
                   
                 NM_004044 
                 6110768 
                 1.64E−05 
               
               
                   
                   
                   
                   
                 NM_005771 
                 6220450 
                 0.000188396 
               
               
                   
                   
                   
                   
                 NM_152371 
                 6250338 
                 0.000491338 
               
               
                   
                   
                   
                   
                 NM_005968 
                 6270021 
                 8.58E−05 
               
               
                   
                   
                   
                   
                 NM_000074 
                 6270128 
                 7.83E−06 
               
               
                   
                   
                   
                   
                 NM_001039508 
                 6280754 
                 0.000367935 
               
               
                   
                   
                   
                   
                 NM_003755 
                 6290431 
                 0.000469507 
               
               
                   
                   
                   
                   
                 NM_003632 
                 6350017 
                 0.000305821 
               
               
                   
                   
                   
                   
                 NM_033416 
                 6380598 
                 5.97E−05 
               
               
                   
                   
                   
                   
                 NM_001005332 
                 6480170 
                 0.000147564 
               
               
                   
                   
                   
                   
                 NM_025150 
                 6480328 
                 0.000394396 
               
               
                   
                   
                   
                   
                 NM_033554 
                 6480500 
                 0.000263731 
               
               
                   
                   
                   
                   
                 XR_018793 
                 6550142 
                 0.000155407 
               
               
                   
                   
                   
                   
                 NM_024619 
                 6590386 
                 2.83E−05 
               
               
                   
                   
                   
                   
                 NM_001007224 
                 6590523 
                 0.00018882 
               
               
                   
                   
                   
                   
                 NM_015540 
                 6860243 
                 5.47E−05 
               
               
                   
                   
                   
                   
                 NM_004964 
                 6940242 
                 0.000309192 
               
               
                   
                   
                   
                   
                 NM_001033515 
                 6960328 
                 0.000300225 
               
               
                   
                   
                   
                   
                 NM_018384 
                 6960746 
                 4.44E−05 
               
               
                   
                   
                   
                   
                 NM_004776 
                 6980070 
                 6.06E−05 
               
               
                   
                   
                   
                   
                 NM_138576 
                 7000133 
                 8.72E−05 
               
               
                   
                   
                   
                   
                 NM_018380 
                 7000224 
                 0.000282503 
               
               
                   
                   
                   
                   
                 NM_025263 
                 7000408 
                 0.000238786 
               
               
                   
                   
                   
                   
                 NM_022163 
                 7040598 
                 0.000212169 
               
               
                   
                   
                   
                   
                 NM_182476 
                 7050543 
                 0.000106626 
               
               
                   
                   
                   
                   
                 NM_078483 
                 7100136 
                 0.000145165 
               
               
                   
                   
                   
                   
                 NM_004623 
                 7100504 
                 0.000270702 
               
               
                   
                   
                   
                   
                 NM_014165 
                 7150601 
                 7.64E−05 
               
               
                   
                   
                   
                   
                 NM_006901 
                 7150634 
                 7.48E−05 
               
               
                   
                   
                   
                   
                 NM_014976 
                 7160296 
                 0.000167977 
               
               
                   
                   
                   
                   
                 NM_003757 
                 7320576 
                 0.000480776 
               
               
                   
                   
                   
                   
                 NM_016237 
                 7380288 
                 9.42E−05 
               
               
                   
                   
                   
                   
                 NM_001152 
                 7550537 
                 3.05E−05 
               
               
                   
                   
                   
                   
                 NM_017745 
                 7560603 
                 0.000496595 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 26 
                   
                 List 27 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  1 
                  0.833 
               
               
                   
                 Number of Transcripts 
                 86 
                 48 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_015062 
                 20647 
                 0.000290214 
                 XM_932547 
                 160121 
                 0.000543584 
               
               
                   
                 NM_182898 
                 160132 
                 0.000336575 
                 NM_002348 
                 450037 
                 0.000350758 
               
               
                   
                 BM981444 
                 240653 
                 0.000329936 
                 NM_018715 
                 510450 
                 0.000153264 
               
               
                   
                 NM_005103 
                 360343 
                 0.000565315 
                 NM_000155 
                 520332 
                 0.000379381 
               
               
                   
                 NM_002348 
                 450037 
                 0.000342948 
                 NM_000896 
                 650164 
                 4.19E−05 
               
               
                   
                 NM_018715 
                 510450 
                 0.000130559 
                 CR596519 
                 670041 
                 0.000321057 
               
               
                   
                 NM_000155 
                 520332 
                 2.35E−05 
                 XR_015582 
                 770452 
                 0.00028943 
               
               
                   
                 NM_002129 
                 610563 
                 0.000374121 
                 AF272739 
                 1050128 
                 8.83E−05 
               
               
                   
                 NM_000896 
                 650164 
                 0.000149638 
                 NM_015039 
                 1580348 
                 0.00031588 
               
               
                   
                 CR596519 
                 670041 
                 0.000147409 
                 NM_001099786 
                 1820598 
                 0.00051759 
               
               
                   
                 AF272739 
                 1050128 
                 0.000152295 
                 XM_936353 
                 2030544 
                 0.000512868 
               
               
                   
                 NM_015292 
                 1110215 
                 0.000149721 
                 NM_007115 
                 2370524 
                 2.66E−05 
               
               
                   
                 NM_000878 
                 1170307 
                 0.00010424 
                 T03068 
                 2450497 
                 9.16E−05 
               
               
                   
                 NM_000887 
                 1240603 
                 0.000196853 
                 NM_031412 
                 2630154 
                 0.000460849 
               
               
                   
                 NM_021105 
                 1260228 
                 0.000594326 
                 NM_003528 
                 2630451 
                 0.000164316 
               
               
                   
                 NM_015039 
                 1580348 
                 0.00011162 
                 NM_025153 
                 2630484 
                 5.73E−06 
               
               
                   
                 NM_018285 
                 1780348 
                 0.000315017 
                 NM_031488 
                 3120301 
                 0.00035633 
               
               
                   
                 NM_001099786 
                 1820598 
                 0.000486241 
                 NM_014941 
                 3360364 
                 0.000256835 
               
               
                   
                 NM_004226 
                 2100035 
                 0.000361256 
                 NM_139244 
                 3460189 
                 0.000543541 
               
               
                   
                 NM_198196 
                 2100333 
                 0.000214022 
                 NM_003137 
                 3460674 
                 0.000329184 
               
               
                   
                 NM_014738 
                 2190673 
                 0.000170793 
                 NM_003707 
                 3520082 
                 0.000548335 
               
               
                   
                 XM_935843 
                 2260446 
                 0.000146988 
                 NM_213566 
                 3520192 
                 0.000493729 
               
               
                   
                 NM_007115 
                 2370524 
                 5.38E−06 
                 NM_005476 
                 3610504 
                 0.00041975 
               
               
                   
                 T03068 
                 2450497 
                 0.000187261 
                 XM_930898 
                 3830390 
                 9.69E−05 
               
               
                   
                 NM_003528 
                 2630451 
                 0.000474784 
                 XM_940524 
                 3940368 
                 0.000574144 
               
               
                   
                 NM_025153 
                 2630484 
                 4.79E−05 
                 X00437 
                 3990639 
                 0.000502646 
               
               
                   
                 NM_001014838 
                 2690609 
                 0.000385489 
                 NM_020414 
                 4280332 
                 0.000499428 
               
               
                   
                 NM_001414 
                 2760563 
                 0.000392459 
                 NM_003543 
                 4730195 
                 7.59E−05 
               
               
                   
                 NM_031488 
                 3120301 
                 7.69E−05 
                 NM_016553 
                 4760543 
                 0.000243693 
               
               
                   
                 NM_017905 
                 3130091 
                 0.00050347 
                 NM_014281 
                 4900053 
                 0.000354862 
               
               
                   
                 NM_004555 
                 3130291 
                 0.000432943 
                 NM_003559 
                 5090477 
                 0.000479668 
               
               
                   
                 NM_015710 
                 3170092 
                 0.000556457 
                 NM_002150 
                 5090554 
                 0.000386719 
               
               
                   
                 NM_014941 
                 3360364 
                 0.00014666 
                 NM_013270 
                 5690037 
                 0.000448829 
               
               
                   
                 NM_015288 
                 3420735 
                 0.000197646 
                 NM_002808 
                 5720497 
                 0.000365747 
               
               
                   
                 NM_139244 
                 3460189 
                 0.000564028 
                 BU733214 
                 5860196 
                 0.000376113 
               
               
                   
                 NM_003137 
                 3460674 
                 0.00015086 
                 NM_021052 
                 5860400 
                 0.000553416 
               
               
                   
                 NM_213566 
                 3520192 
                 0.000105064 
                 BM974838 
                 5870300 
                 0.000467433 
               
               
                   
                 XM_930898 
                 3830390 
                 0.000160792 
                 NM_006082 
                 5900156 
                 0.000427862 
               
               
                   
                 XM_940524 
                 3940368 
                 0.000419906 
                 XM_931928 
                 6110537 
                 0.000483991 
               
               
                   
                 X00437 
                 3990639 
                 0.000234692 
                 NM_004044 
                 6110768 
                 0.000593588 
               
               
                   
                 NM_022827 
                 4120133 
                 0.000504567 
                 NM_000074 
                 6270128 
                 0.000132118 
               
               
                   
                 NM_001779 
                 4150161 
                 0.000419842 
                 NM_033416 
                 6380598 
                 0.000237334 
               
               
                   
                 AA868051 
                 4150402 
                 0.000207276 
                 NM_018384 
                 6960746 
                 0.000360717 
               
               
                   
                 NM_002756 
                 4150632 
                 0.000469327 
                 NM_004776 
                 6980070 
                 0.000499209 
               
               
                   
                 NM_015721 
                 4200538 
                 0.000584201 
                 BI915661 
                 6980274 
                 0.000463447 
               
               
                   
                 NM_024600 
                 4210647 
                 0.000147792 
                 NM_078483 
                 7100136 
                 0.000438979 
               
               
                   
                 NM_020414 
                 4280332 
                 0.000117208 
                 NM_006901 
                 7150634 
                 0.000283864 
               
               
                   
                 NM_015651 
                 4540082 
                 0.000304396 
                 NM_001152 
                 7550537 
                 0.000157677 
               
               
                   
                 NM_003543 
                 4730195 
                 0.000235721 
               
               
                   
                 NM_001017404 
                 4760364 
                 0.000380432 
               
               
                   
                 NM_016553 
                 4760543 
                 4.28E−05 
               
               
                   
                 NM_006725 
                 4850192 
                 0.000317824 
               
               
                   
                 NM_016552 
                 4850541 
                 0.000255862 
               
               
                   
                 NM_015239 
                 4860132 
                 0.00044276 
               
               
                   
                 NM_014281 
                 4900053 
                 9.51E−05 
               
               
                   
                 NM_003559 
                 5090477 
                 0.000560435 
               
               
                   
                 AA431917 
                 5130154 
                 0.000360375 
               
               
                   
                 NM_005902 
                 5130767 
                 0.000571789 
               
               
                   
                 XM_941161 
                 5270689 
                 0.000583152 
               
               
                   
                 NM_032312 
                 5290289 
                 0.000231901 
               
               
                   
                 NM_001007239 
                 5310754 
                 0.000388228 
               
               
                   
                 NM_006321 
                 5390669 
                 0.000575519 
               
               
                   
                 NM_013270 
                 5690037 
                 5.68E−05 
               
               
                   
                 NM_032118 
                 5700403 
                 0.000328534 
               
               
                   
                 NM_006082 
                 5900156 
                 0.000437807 
               
               
                   
                 NM_178510 
                 5910091 
                 0.000458692 
               
               
                   
                 NM_003645 
                 6110328 
                 0.000347124 
               
               
                   
                 NM_004044 
                 6110768 
                 0.000153478 
               
               
                   
                 NM_000074 
                 6270128 
                 0.000174489 
               
               
                   
                 NM_002964 
                 6280576 
                 0.00038563 
               
               
                   
                 NM_001039508 
                 6280754 
                 0.000586113 
               
               
                   
                 XM_936128 
                 6290561 
                 0.000589939 
               
               
                   
                 NM_033416 
                 6380598 
                 0.000424599 
               
               
                   
                 AK128384 
                 6420541 
                 0.000366212 
               
               
                   
                 NM_033554 
                 6480500 
                 0.000208647 
               
               
                   
                 NM_024619 
                 6590386 
                 0.000207786 
               
               
                   
                 AA576740 
                 6840408 
                 0.000454974 
               
               
                   
                 NM_018384 
                 6960746 
                 0.000157737 
               
               
                   
                 NM_004776 
                 6980070 
                 0.000352936 
               
               
                   
                 NM_138576 
                 7000133 
                 0.000570876 
               
               
                   
                 NM_182476 
                 7050543 
                 0.000265389 
               
               
                   
                 NM_078483 
                 7100136 
                 0.000347929 
               
               
                   
                 NM_017481 
                 7100392 
                 0.000469408 
               
               
                   
                 NM_006901 
                 7150634 
                 0.000566389 
               
               
                   
                 AW263210 
                 7200477 
                 0.000483002 
               
               
                   
                 NM_001152 
                 7550537 
                 0.000125031 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 28 
                   
                 List 29 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.833 
                  0.8 
               
               
                   
                 Number of Transcripts 
                 130 
                 194 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_001031717 
                 10338 
                 0.000505 
                 NM_001031717 
                 10338 
                 0.000148 
               
               
                   
                 NM_015062 
                 20647 
                 0.000585 
                 NM_206967 
                 20224 
                 0.000562 
               
               
                   
                 NM_006567 
                 130403 
                 0.00043 
                 NM_014669 
                 50164 
                 0.00043 
               
               
                   
                 NM_005804 
                 160240 
                 0.000598 
                 NM_052901 
                 130113 
                 5.90E−05 
               
               
                   
                 NM_016292 
                 160736 
                 0.000413 
                 NM_006567 
                 130403 
                 8.09E−07 
               
               
                   
                 NM_013378 
                 360066 
                 0.000592 
                 NM_021078 
                 130451 
                 0.000517 
               
               
                   
                 NM_015959 
                 380315 
                 0.0003 
                 NM_005804 
                 160240 
                 0.000528 
               
               
                   
                 NM_015953 
                 380685 
                 0.000531 
                 NM_016292 
                 160736 
                 0.000312 
               
               
                   
                 NM_002348 
                 450037 
                 0.000157 
                 NM_013378 
                 360066 
                 0.000427 
               
               
                   
                 NM_021872 
                 460754 
                 0.000306 
                 NM_015959 
                 380315 
                 0.000125 
               
               
                   
                 NM_018715 
                 510450 
                 1.30E−05 
                 NM_015953 
                 380685 
                 0.000562 
               
               
                   
                 NM_000155 
                 520332 
                 6.03E−05 
                 NM_002348 
                 450037 
                 8.79E−05 
               
               
                   
                 NM_002896 
                 620722 
                 0.000193 
                 NM_021872 
                 460754 
                 0.000253 
               
               
                   
                 NM_000896 
                 650164 
                 0.000404 
                 NM_018715 
                 510450 
                 1.80E−06 
               
               
                   
                 CR596519 
                 670041 
                 4.42E−05 
                 AK130294 
                 520154 
                 0.000475 
               
               
                   
                 NM_199337 
                 840730 
                 0.00058 
                 NM_000155 
                 520332 
                 8.15E−05 
               
               
                   
                 NM_004927 
                 1030692 
                 6.28E−05 
                 NM_024662 
                 630768 
                 0.000363 
               
               
                   
                 AF272739 
                 1050128 
                 0.000205 
                 CF619198 
                 650014 
                 0.000588 
               
               
                   
                 NM_015292 
                 1110215 
                 4.92E−05 
                 NM_000896 
                 650164 
                 0.000171 
               
               
                   
                 NM_000887 
                 1240603 
                 0.000262 
                 CR596519 
                 670041 
                 6.83E−05 
               
               
                   
                 XM_377476 
                 1340338 
                 0.000496 
                 NM_015380 
                 990273 
                 0.000177 
               
               
                   
                 NM_001039708 
                 1340731 
                 0.000528 
                 NM_004927 
                 1030692 
                 0.000146 
               
               
                   
                 NM_000578 
                 1430292 
                 0.000314 
                 AF272739 
                 1050128 
                 0.000481 
               
               
                   
                 NM_016408 
                 1440601 
                 4.37E−05 
                 NM_207107 
                 1070377 
                 0.000204 
               
               
                   
                 NM_015039 
                 1580348 
                 0.000304 
                 NM_016395 
                 1110110 
                 0.00054 
               
               
                   
                 NM_002405 
                 1710286 
                 0.000585 
                 NM_015292 
                 1110215 
                 3.74E−05 
               
               
                   
                 NM_018285 
                 1780348 
                 0.00013 
                 BC041984 
                 1110358 
                 0.000201 
               
               
                   
                 NM_001099786 
                 1820598 
                 3.38E−05 
                 NM_006720 
                 1110575 
                 0.000467 
               
               
                   
                 XM_936353 
                 2030544 
                 0.00027 
                 NM_033141 
                 1170139 
                 0.000556 
               
               
                   
                 NM_198196 
                 2100333 
                 0.000584 
                 NM_000887 
                 1240603 
                 0.000237 
               
               
                   
                 NM_001077692 
                 2120681 
                 0.000383 
                 NM_006066 
                 1300768 
                 0.000458 
               
               
                   
                 NM_014738 
                 2190673 
                 0.000294 
                 XM_377476 
                 1340338 
                 0.000233 
               
               
                   
                 NM_007115 
                 2370524 
                 1.79E−05 
                 NM_001039708 
                 1340731 
                 5.81E−05 
               
               
                   
                 BX096685 
                 2450343 
                 0.000243 
                 NM_000578 
                 1430292 
                 0.000305 
               
               
                   
                 T03068 
                 2450497 
                 5.57E−05 
                 NM_000819 
                 1430730 
                 0.000332 
               
               
                   
                 NM_024798 
                 2470341 
                 0.000541 
                 NM_007199 
                 1430762 
                 0.000558 
               
               
                   
                 NM_006031 
                 2480082 
                 0.000437 
                 NM_003343 
                 1440382 
                 0.000126 
               
               
                   
                 NM_031412 
                 2630154 
                 0.000422 
                 NM_002080 
                 1440546 
                 0.000371 
               
               
                   
                 NM_003528 
                 2630451 
                 0.000458 
                 NM_016408 
                 1440601 
                 0.000195 
               
               
                   
                 NM_025153 
                 2630484 
                 9.60E−05 
                 NM_001037325 
                 1470332 
                 0.000411 
               
               
                   
                 NM_005937 
                 2630719 
                 0.000517 
                 NM_006306 
                 1500040 
                 0.000292 
               
               
                   
                 NM_019111 
                 2680370 
                 0.000297 
                 NM_015039 
                 1580348 
                 0.000479 
               
               
                   
                 NM_001014838 
                 2690609 
                 9.68E−05 
                 NM_153201 
                 1690189 
                 0.000387 
               
               
                   
                 NM_003707 
                 2750408 
                 0.000452 
                 NM_002405 
                 1710286 
                 0.000338 
               
               
                   
                 NM_015135 
                 2750521 
                 0.00042 
                 NM_014871 
                 1740576 
                 9.36E−05 
               
               
                   
                 NM_005449 
                 2760092 
                 0.000386 
                 NM_018285 
                 1780348 
                 5.10E−05 
               
               
                   
                 NM_001414 
                 2760563 
                 0.000352 
                 NM_001099786 
                 1820598 
                 6.60E−05 
               
               
                   
                 NM_005082 
                 2850576 
                 0.0003 
                 NM_012155 
                 2030450 
                 0.000284 
               
               
                   
                 NM_031488 
                 3120301 
                 0.000101 
                 XM_936353 
                 2030544 
                 0.000118 
               
               
                   
                 NM_006767 
                 3140093 
                 9.93E−05 
                 NM_198196 
                 2100333 
                 0.00025 
               
               
                   
                 NM_015710 
                 3170092 
                 0.000305 
                 NM_001077692 
                 2120681 
                 0.000202 
               
               
                   
                 NM_014941 
                 3360364 
                 7.94E−05 
                 NM_207111 
                 2190524 
                 0.000122 
               
               
                   
                 NM_207311 
                 3420343 
                 0.000462 
                 NM_014738 
                 2190673 
                 4.12E−05 
               
               
                   
                 NM_001042600 
                 3420630 
                 0.000387 
                 NM_005356 
                 2230661 
                 0.000461 
               
               
                   
                 NM_015288 
                 3420735 
                 0.000524 
                 NM_007115 
                 2370524 
                 4.06E−06 
               
               
                   
                 NM_139244 
                 3460189 
                 0.000483 
                 NM_016478 
                 2370593 
                 0.000229 
               
               
                   
                 NM_003137 
                 3460674 
                 0.000106 
                 BX096685 
                 2450343 
                 0.000103 
               
               
                   
                 NM_003707 
                 3520082 
                 0.000268 
                 T03068 
                 2450497 
                 0.000235 
               
               
                   
                 NM_213566 
                 3520192 
                 0.000257 
                 NM_006031 
                 2480082 
                 0.000251 
               
               
                   
                 NM_005476 
                 3610504 
                 5.91E−06 
                 NM_001076785 
                 2480402 
                 0.000172 
               
               
                   
                 XM_930898 
                 3830390 
                 0.000483 
                 NM_024844 
                 2510132 
                 0.000538 
               
               
                   
                 X00437 
                 3990639 
                 7.90E−05 
                 NM_031412 
                 2630154 
                 0.000423 
               
               
                   
                 NM_004811 
                 4060131 
                 0.000337 
                 NM_020408 
                 2630181 
                 0.000136 
               
               
                   
                 NM_022827 
                 4120133 
                 0.00028 
                 NM_003528 
                 2630451 
                 0.000263 
               
               
                   
                 NM_016091 
                 4180142 
                 0.000453 
                 NM_025153 
                 2630484 
                 3.24E−05 
               
               
                   
                 XM_068632 
                 4200451 
                 0.000539 
                 NM_052853 
                 2630524 
                 0.000444 
               
               
                   
                 NM_015721 
                 4200538 
                 0.000448 
                 NM_017955 
                 2640278 
                 0.000548 
               
               
                   
                 NM_024600 
                 4210647 
                 0.000218 
                 NM_001025603 
                 2640373 
                 0.000342 
               
               
                   
                 NM_001042631 
                 4220138 
                 3.86E−05 
                 NM_005980 
                 2640609 
                 0.00058 
               
               
                   
                 BU608944 
                 4220523 
                 0.00047 
                 NM_019111 
                 2680370 
                 0.000448 
               
               
                   
                 NM_020414 
                 4280332 
                 0.000117 
                 NM_213636 
                 2680682 
                 0.00012 
               
               
                   
                 NM_015651 
                 4540082 
                 0.000122 
                 NM_001014838 
                 2690609 
                 0.000266 
               
               
                   
                 NM_015433 
                 4540301 
                 0.000501 
                 NM_003059 
                 2710397 
                 0.000429 
               
               
                   
                 NM_006445 
                 4590082 
                 0.000457 
                 NM_001854 
                 2750070 
                 0.000216 
               
               
                   
                 NM_001024667 
                 4590646 
                 0.000137 
                 NM_018233 
                 2750242 
                 0.000414 
               
               
                   
                 NM_003543 
                 4730195 
                 0.000136 
                 NM_003707 
                 2750408 
                 0.00047 
               
               
                   
                 CK300859 
                 4730577 
                 0.000288 
                 NM_015135 
                 2750521 
                 1.66E−05 
               
               
                   
                 NM_016553 
                 4760543 
                 3.10E−05 
                 NM_005449 
                 2760092 
                 0.000595 
               
               
                   
                 NM_005243 
                 4780743 
                 0.000104 
                 NM_001414 
                 2760563 
                 0.000336 
               
               
                   
                 NM_006725 
                 4850192 
                 0.000138 
                 NM_007357 
                 2810767 
                 0.000567 
               
               
                   
                 NM_014281 
                 4900053 
                 4.57E−05 
                 NM_005082 
                 2850576 
                 0.00015 
               
               
                   
                 NM_007047 
                 4920577 
                 0.000318 
                 NM_001384 
                 2900524 
                 0.000146 
               
               
                   
                 NM_007355 
                 5130082 
                 0.000293 
                 NM_031488 
                 3120301 
                 5.41E−05 
               
               
                   
                 NM_000075 
                 5270500 
                 0.000307 
                 NM_020750 
                 3130711 
                 0.000215 
               
               
                   
                 NM_022730 
                 5310050 
                 0.000512 
                 NM_015511 
                 3140022 
                 0.000549 
               
               
                   
                 NM_001007239 
                 5310754 
                 0.000134 
                 NM_006767 
                 3140093 
                 0.000376 
               
               
                   
                 NM_003906 
                 5390131 
                 0.000193 
                 NM_015710 
                 3170092 
                 0.000504 
               
               
                   
                 NM_152272 
                 5550746 
                 0.000311 
                 NM_016089 
                 3170468 
                 0.000221 
               
               
                   
                 CR738137 
                 5570632 
                 0.000422 
                 NM_152735 
                 3290019 
                 0.000145 
               
               
                   
                 NM_013270 
                 5690037 
                 0.000207 
                 NM_014941 
                 3360364 
                 2.76E−05 
               
               
                   
                 NM_002139 
                 5690673 
                 0.00033 
                 NM_005698 
                 3370687 
                 0.000334 
               
               
                   
                 NM_032118 
                 5700403 
                 0.000303 
                 NM_015002 
                 3400372 
                 0.000175 
               
               
                   
                 NM_001628 
                 5890327 
                 0.000232 
                 AK091091 
                 3420086 
                 0.000508 
               
               
                   
                 NM_006082 
                 5900156 
                 0.000463 
                 NM_207311 
                 3420343 
                 0.00019 
               
               
                   
                 NM_178510 
                 5910091 
                 3.75E−05 
                 NM_015288 
                 3420735 
                 0.000328 
               
               
                   
                 NM_170699 
                 5960035 
                 0.000309 
                 NM_012110 
                 3440431 
                 0.000142 
               
               
                   
                 NM_014230 
                 6020402 
                 0.000423 
                 NM_020933 
                 3440433 
                 0.000555 
               
               
                   
                 NM_007255 
                 6100220 
                 0.000328 
                 NM_003137 
                 3460674 
                 0.000115 
               
               
                   
                 NM_144666 
                 6110142 
                 0.000278 
                 NM_003707 
                 3520082 
                 3.93E−05 
               
               
                   
                 XM_931928 
                 6110537 
                 0.000164 
                 NM_213566 
                 3520192 
                 3.69E−05 
               
               
                   
                 NM_004044 
                 6110768 
                 0.00024 
                 NM_005476 
                 3610504 
                 2.07E−05 
               
               
                   
                 NM_005968 
                 6270021 
                 5.91E−05 
                 NM_002883 
                 3710189 
                 0.00034 
               
               
                   
                 NM_000074 
                 6270128 
                 2.40E−05 
                 NM_018129 
                 3780220 
                 0.00044 
               
               
                   
                 NM_015044 
                 6270364 
                 0.000463 
                 NM_023080 
                 3830278 
                 0.000548 
               
               
                   
                 NM_001039508 
                 6280754 
                 0.000111 
                 XM_930898 
                 3830390 
                 0.000366 
               
               
                   
                 NM_003755 
                 6290431 
                 0.000599 
                 NM_004092 
                 3840022 
                 0.000123 
               
               
                   
                 XM_936128 
                 6290561 
                 0.000182 
                 NM_025152 
                 3840131 
                 0.000443 
               
               
                   
                 NM_033416 
                 6380598 
                 0.000216 
                 NM_003496 
                 3850286 
                 0.000181 
               
               
                   
                 NM_001005332 
                 6480170 
                 0.000377 
                 CF887308 
                 3940020 
                 0.000515 
               
               
                   
                 NM_025150 
                 6480328 
                 0.000272 
                 XM_940524 
                 3940368 
                 0.000377 
               
               
                   
                 NM_033554 
                 6480500 
                 0.00015 
                 NM_012111 
                 3990192 
                 0.000308 
               
               
                   
                 XR_018793 
                 6550142 
                 0.000362 
                 XM_496059 
                 3990465 
                 0.000231 
               
               
                   
                 NM_024619 
                 6590386 
                 4.64E−05 
                 X00437 
                 3990639 
                 6.35E−05 
               
               
                   
                 NM_015540 
                 6860243 
                 0.00038 
                 BM668555 
                 4050270 
                 0.000525 
               
               
                   
                 NM_004964 
                 6940242 
                 0.000349 
                 NM_015054 
                 4060056 
                 0.000332 
               
               
                   
                 NM_018384 
                 6960746 
                 9.79E−05 
                 NM_004811 
                 4060131 
                 0.000261 
               
               
                   
                 NM_004776 
                 6980070 
                 0.000502 
                 NM_145298 
                 4070132 
                 0.000442 
               
               
                   
                 BI915661 
                 6980274 
                 0.000496 
                 NM_015721 
                 4200538 
                 8.54E−05 
               
               
                   
                 NM_138576 
                 7000133 
                 0.000541 
                 NM_024600 
                 4210647 
                 4.75E−05 
               
               
                   
                 NM_078483 
                 7100136 
                 0.000449 
                 NM_001042631 
                 4220138 
                 4.77E−05 
               
               
                   
                 NM_006429 
                 7150017 
                 0.000585 
                 NM_020414 
                 4280332 
                 8.56E−05 
               
               
                   
                 NM_014165 
                 7150601 
                 0.00013 
                 NM_015651 
                 4540082 
                 0.000102 
               
               
                   
                 NM_006901 
                 7150634 
                 6.17E−05 
                 NM_015433 
                 4540301 
                 1.61E−05 
               
               
                   
                 NM_014976 
                 7160296 
                 0.000121 
                 NM_025228 
                 4640528 
                 0.000324 
               
               
                   
                 NM_003757 
                 7320576 
                 0.000262 
                 NM_003543 
                 4730195 
                 3.83E−05 
               
               
                   
                 NM_007167 
                 7380274 
                 0.000374 
                 CK300859 
                 4730577 
                 0.000174 
               
               
                   
                 NM_016237 
                 7380288 
                 0.000189 
                 NM_016553 
                 4760543 
                 9.00E−06 
               
               
                   
                 NM_199176 
                 7380736 
                 0.000151 
                 NM_005243 
                 4780743 
                 0.000257 
               
               
                   
                 NM_004515 
                 7400431 
                 0.000268 
                 NM_030811 
                 4830435 
                 0.000298 
               
               
                   
                 NM_001152 
                 7550537 
                 3.79E−05 
                 NM_012321 
                 4830563 
                 0.000308 
               
               
                   
                   
                   
                   
                 NM_006725 
                 4850192 
                 0.000197 
               
               
                   
                   
                   
                   
                 NM_021809 
                 4850438 
                 2.80E−05 
               
               
                   
                   
                   
                   
                 NM_017755 
                 4880195 
                 0.000413 
               
               
                   
                   
                   
                   
                 NM_007171 
                 4880681 
                 0.000449 
               
               
                   
                   
                   
                   
                 NM_014281 
                 4900053 
                 4.21E−05 
               
               
                   
                   
                   
                   
                 NM_003559 
                 5090477 
                 0.000263 
               
               
                   
                   
                   
                   
                 NM_017415 
                 5090739 
                 0.00015 
               
               
                   
                   
                   
                   
                 NM_007355 
                 5130082 
                 0.000463 
               
               
                   
                   
                   
                   
                 NM_000075 
                 5270500 
                 6.52E−05 
               
               
                   
                   
                   
                   
                 NM_022730 
                 5310050 
                 9.54E−05 
               
               
                   
                   
                   
                   
                 NM_001033667 
                 5310136 
                 0.00023 
               
               
                   
                   
                   
                   
                 NM_001007239 
                 5310754 
                 0.000404 
               
               
                   
                   
                   
                   
                 NM_003906 
                 5390131 
                 1.50E−05 
               
               
                   
                   
                   
                   
                 NM_006321 
                 5390669 
                 6.58E−05 
               
               
                   
                   
                   
                   
                 NM_152272 
                 5550746 
                 0.000202 
               
               
                   
                   
                   
                   
                 CR738137 
                 5570632 
                 0.000598 
               
               
                   
                   
                   
                   
                 NM_013270 
                 5690037 
                 0.000282 
               
               
                   
                   
                   
                   
                 NM_032118 
                 5700403 
                 0.000212 
               
               
                   
                   
                   
                   
                 NM_031449 
                 5720424 
                 0.000386 
               
               
                   
                   
                   
                   
                 NM_006082 
                 5900156 
                 0.000244 
               
               
                   
                   
                   
                   
                 NM_178510 
                 5910091 
                 0.000339 
               
               
                   
                   
                   
                   
                 XM_001131964 
                 5910343 
                 0.000553 
               
               
                   
                   
                   
                   
                 NM_170699 
                 5960035 
                 0.00011 
               
               
                   
                   
                   
                   
                 NM_007255 
                 6100220 
                 0.00011 
               
               
                   
                   
                   
                   
                 NM_004044 
                 6110768 
                 1.64E−05 
               
               
                   
                   
                   
                   
                 NM_005771 
                 6220450 
                 0.000188 
               
               
                   
                   
                   
                   
                 NM_152371 
                 6250338 
                 0.000491 
               
               
                   
                   
                   
                   
                 NM_005968 
                 6270021 
                 8.58E−05 
               
               
                   
                   
                   
                   
                 NM_000074 
                 6270128 
                 7.83E−06 
               
               
                   
                   
                   
                   
                 NM_001039508 
                 6280754 
                 0.000368 
               
               
                   
                   
                   
                   
                 NM_003755 
                 6290431 
                 0.00047 
               
               
                   
                   
                   
                   
                 NM_003632 
                 6350017 
                 0.000306 
               
               
                   
                   
                   
                   
                 NM_001032363 
                 6380358 
                 0.000561 
               
               
                   
                   
                   
                   
                 NM_033416 
                 6380598 
                 5.97E−05 
               
               
                   
                   
                   
                   
                 NM_001040107 
                 6400563 
                 0.00054 
               
               
                   
                   
                   
                   
                 NM_001005332 
                 6480170 
                 0.000148 
               
               
                   
                   
                   
                   
                 NM_025150 
                 6480328 
                 0.000394 
               
               
                   
                   
                   
                   
                 NM_033554 
                 6480500 
                 0.000264 
               
               
                   
                   
                   
                   
                 XR_018793 
                 6550142 
                 0.000155 
               
               
                   
                   
                   
                   
                 NM_024619 
                 6590386 
                 2.83E−05 
               
               
                   
                   
                   
                   
                 NM_001007224 
                 6590523 
                 0.000189 
               
               
                   
                   
                   
                   
                 NM_176880 
                 6650541 
                 0.000501 
               
               
                   
                   
                   
                   
                 NM_015540 
                 6860243 
                 5.47E−05 
               
               
                   
                   
                   
                   
                 NM_004964 
                 6940242 
                 0.000309 
               
               
                   
                   
                   
                   
                 NM_001033515 
                 6960328 
                 0.0003 
               
               
                   
                   
                   
                   
                 NM_018384 
                 6960746 
                 4.44E−05 
               
               
                   
                   
                   
                   
                 NM_004776 
                 6980070 
                 6.06E−05 
               
               
                   
                   
                   
                   
                 BI915661 
                 6980274 
                 0.000506 
               
               
                   
                   
                   
                   
                 NM_138576 
                 7000133 
                 8.72E−05 
               
               
                   
                   
                   
                   
                 NM_018380 
                 7000224 
                 0.000283 
               
               
                   
                   
                   
                   
                 NM_025263 
                 7000408 
                 0.000239 
               
               
                   
                   
                   
                   
                 NM_022163 
                 7040598 
                 0.000212 
               
               
                   
                   
                   
                   
                 NM_182476 
                 7050543 
                 0.000107 
               
               
                   
                   
                   
                   
                 NM_078483 
                 7100136 
                 0.000145 
               
               
                   
                   
                   
                   
                 NM_004623 
                 7100504 
                 0.000271 
               
               
                   
                   
                   
                   
                 NM_006429 
                 7150017 
                 0.000509 
               
               
                   
                   
                   
                   
                 NM_014165 
                 7150601 
                 7.64E−05 
               
               
                   
                   
                   
                   
                 NM_006901 
                 7150634 
                 7.48E−05 
               
               
                   
                   
                   
                   
                 NM_014976 
                 7160296 
                 0.000168 
               
               
                   
                   
                   
                   
                 NM_003757 
                 7320576 
                 0.000481 
               
               
                   
                   
                   
                   
                 NM_005922 
                 7320594 
                 0.000524 
               
               
                   
                   
                   
                   
                 NM_016237 
                 7380288 
                 9.42E−05 
               
               
                   
                   
                   
                   
                 NM_001152 
                 7550537 
                 3.05E−05 
               
               
                   
                   
                   
                   
                 NM_017745 
                 7560603 
                 0.000497 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 30 
                   
                 List 31 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  1 
                  0.833 
               
               
                   
                 Number of Transcripts 
                 99 
                 55 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_015062 
                 20647 
                 0.00029 
                 XM_932547 
                 160121 
                 0.000544 
               
               
                   
                 NM_182898 
                 160132 
                 0.000337 
                 NM_002348 
                 450037 
                 0.000351 
               
               
                   
                 BM981444 
                 240653 
                 0.00033 
                 NM_018715 
                 510450 
                 0.000153 
               
               
                   
                 NM_005103 
                 360343 
                 0.000565 
                 NM_000155 
                 520332 
                 0.000379 
               
               
                   
                 NM_002348 
                 450037 
                 0.000343 
                 NM_000896 
                 650164 
                 4.19E−05 
               
               
                   
                 NM_021872 
                 460754 
                 0.0007 
                 CR596519 
                 670041 
                 0.000321 
               
               
                   
                 NM_018715 
                 510450 
                 0.000131 
                 XR_015582 
                 770452 
                 0.000289 
               
               
                   
                 NM_000155 
                 520332 
                 2.35E−05 
                 AF272739 
                 1050128 
                 8.83E−05 
               
               
                   
                 NM_002129 
                 610563 
                 0.000374 
                 NM_000887 
                 1240603 
                 0.000605 
               
               
                   
                 NM_000896 
                 650164 
                 0.00015 
                 NM_000578 
                 1430292 
                 0.00066 
               
               
                   
                 CR596519 
                 670041 
                 0.000147 
                 NM_015039 
                 1580348 
                 0.000316 
               
               
                   
                 AF272739 
                 1050128 
                 0.000152 
                 NM_001099786 
                 1820598 
                 0.000518 
               
               
                   
                 NM_015292 
                 1110215 
                 0.00015 
                 XM_936353 
                 2030544 
                 0.000513 
               
               
                   
                 NM_000878 
                 1170307 
                 0.000104 
                 CK299581 
                 2120356 
                 0.000628 
               
               
                   
                 NM_000887 
                 1240603 
                 0.000197 
                 XM_935843 
                 2260446 
                 0.000632 
               
               
                   
                 NM_021105 
                 1260228 
                 0.000594 
                 NM_007115 
                 2370524 
                 2.66E−05 
               
               
                   
                 NM_015039 
                 1580348 
                 0.000112 
                 T03068 
                 2450497 
                 9.16E−05 
               
               
                   
                 NM_002405 
                 1710286 
                 0.000679 
                 NM_031412 
                 2630154 
                 0.000461 
               
               
                   
                 NM_018285 
                 1780348 
                 0.000315 
                 NM_003528 
                 2630451 
                 0.000164 
               
               
                   
                 NM_001099786 
                 1820598 
                 0.000486 
                 NM_025153 
                 2630484 
                 5.73E−06 
               
               
                   
                 NM_004226 
                 2100035 
                 0.000361 
                 NM_031488 
                 3120301 
                 0.000356 
               
               
                   
                 NM_198196 
                 2100333 
                 0.000214 
                 NM_014941 
                 3360364 
                 0.000257 
               
               
                   
                 NM_014738 
                 2190673 
                 0.000171 
                 NM_139244 
                 3460189 
                 0.000544 
               
               
                   
                 XM_935843 
                 2260446 
                 0.000147 
                 NM_003137 
                 3460674 
                 0.000329 
               
               
                   
                 NM_007115 
                 2370524 
                 5.38E−06 
                 NM_003707 
                 3520082 
                 0.000548 
               
               
                   
                 T03068 
                 2450497 
                 0.000187 
                 NM_213566 
                 3520192 
                 0.000494 
               
               
                   
                 NM_003528 
                 2630451 
                 0.000475 
                 NM_005476 
                 3610504 
                 0.00042 
               
               
                   
                 NM_025153 
                 2630484 
                 4.79E−05 
                 NM_000648 
                 3800270 
                 0.000658 
               
               
                   
                 NM_001014838 
                 2690609 
                 0.000385 
                 XM_930898 
                 3830390 
                 9.69E−05 
               
               
                   
                 NM_003059 
                 2710397 
                 0.000618 
                 XM_940524 
                 3940368 
                 0.000574 
               
               
                   
                 NM_001414 
                 2760563 
                 0.000392 
                 X00437 
                 3990639 
                 0.000503 
               
               
                   
                 NM_031488 
                 3120301 
                 7.69E−05 
                 NM_020414 
                 4280332 
                 0.000499 
               
               
                   
                 NM_017905 
                 3130091 
                 0.000503 
                 NM_003543 
                 4730195 
                 7.59E−05 
               
               
                   
                 NM_004555 
                 3130291 
                 0.000433 
                 NM_016553 
                 4760543 
                 0.000244 
               
               
                   
                 NM_015710 
                 3170092 
                 0.000556 
                 NM_016552 
                 4850541 
                 0.00067 
               
               
                   
                 NM_014941 
                 3360364 
                 0.000147 
                 NM_014281 
                 4900053 
                 0.000355 
               
               
                   
                 NM_005698 
                 3370687 
                 0.000692 
                 NM_003559 
                 5090477 
                 0.00048 
               
               
                   
                 NM_015288 
                 3420735 
                 0.000198 
                 NM_002150 
                 5090554 
                 0.000387 
               
               
                   
                 NM_139244 
                 3460189 
                 0.000564 
                 CD243631 
                 5270450 
                 0.000608 
               
               
                   
                 NM_024430 
                 3460523 
                 0.000681 
                 NM_013270 
                 5690037 
                 0.000449 
               
               
                   
                 NM_003137 
                 3460674 
                 0.000151 
                 NM_002808 
                 5720497 
                 0.000366 
               
               
                   
                 NM_213566 
                 3520192 
                 0.000105 
                 BU733214 
                 5860196 
                 0.000376 
               
               
                   
                 XM_930898 
                 3830390 
                 0.000161 
                 NM_021052 
                 5860400 
                 0.000553 
               
               
                   
                 NM_004092 
                 3840022 
                 0.000609 
                 BM974838 
                 5870300 
                 0.000467 
               
               
                   
                 XM_940524 
                 3940368 
                 0.00042 
                 NM_006082 
                 5900156 
                 0.000428 
               
               
                   
                 XM_496059 
                 3990465 
                 0.000615 
                 XM_931928 
                 6110537 
                 0.000484 
               
               
                   
                 X00437 
                 3990639 
                 0.000235 
                 NM_004044 
                 6110768 
                 0.000594 
               
               
                   
                 NM_022827 
                 4120133 
                 0.000505 
                 NM_000074 
                 6270128 
                 0.000132 
               
               
                   
                 NM_001779 
                 4150161 
                 0.00042 
                 NM_033416 
                 6380598 
                 0.000237 
               
               
                   
                 AA868051 
                 4150402 
                 0.000207 
                 NM_018384 
                 6960746 
                 0.000361 
               
               
                   
                 NM_002756 
                 4150632 
                 0.000469 
                 NM_004776 
                 6980070 
                 0.000499 
               
               
                   
                 NM_015721 
                 4200538 
                 0.000584 
                 BI915661 
                 6980274 
                 0.000463 
               
               
                   
                 NM_024600 
                 4210647 
                 0.000148 
                 NM_078483 
                 7100136 
                 0.000439 
               
               
                   
                 NM_020414 
                 4280332 
                 0.000117 
                 NM_006901 
                 7150634 
                 0.000284 
               
               
                   
                 NM_015651 
                 4540082 
                 0.000304 
                 NM_001152 
                 7550537 
                 0.000158 
               
               
                   
                 AK055286 
                 4640369 
                 0.0007 
               
               
                   
                 NM_003543 
                 4730195 
                 0.000236 
               
               
                   
                 NM_001017404 
                 4760364 
                 0.00038 
               
               
                   
                 NM_016553 
                 4760543 
                 4.28E−05 
               
               
                   
                 NM_006725 
                 4850192 
                 0.000318 
               
               
                   
                 NM_016552 
                 4850541 
                 0.000256 
               
               
                   
                 NM_015239 
                 4860132 
                 0.000443 
               
               
                   
                 NM_014281 
                 4900053 
                 9.51E−05 
               
               
                   
                 NM_003559 
                 5090477 
                 0.00056 
               
               
                   
                 AA431917 
                 5130154 
                 0.00036 
               
               
                   
                 NM_005902 
                 5130767 
                 0.000572 
               
               
                   
                 XM_941161 
                 5270689 
                 0.000583 
               
               
                   
                 NM_032312 
                 5290289 
                 0.000232 
               
               
                   
                 NM_001007239 
                 5310754 
                 0.000388 
               
               
                   
                 NM_006321 
                 5390669 
                 0.000576 
               
               
                   
                 NM_013270 
                 5690037 
                 5.68E−05 
               
               
                   
                 NM_032118 
                 5700403 
                 0.000329 
               
               
                   
                 NM_006082 
                 5900156 
                 0.000438 
               
               
                   
                 NM_178510 
                 5910091 
                 0.000459 
               
               
                   
                 NM_003645 
                 6110328 
                 0.000347 
               
               
                   
                 NM_004044 
                 6110768 
                 0.000153 
               
               
                   
                 NM_005968 
                 6270021 
                 0.000656 
               
               
                   
                 NM_000074 
                 6270128 
                 0.000174 
               
               
                   
                 NM_002964 
                 6280576 
                 0.000386 
               
               
                   
                 NM_001039508 
                 6280754 
                 0.000586 
               
               
                   
                 XM_936128 
                 6290561 
                 0.00059 
               
               
                   
                 NM_033416 
                 6380598 
                 0.000425 
               
               
                   
                 NM_001040107 
                 6400563 
                 0.000633 
               
               
                   
                 AK128384 
                 6420541 
                 0.000366 
               
               
                   
                 NM_033554 
                 6480500 
                 0.000209 
               
               
                   
                 NM_024619 
                 6590386 
                 0.000208 
               
               
                   
                 AA576740 
                 6840408 
                 0.000455 
               
               
                   
                 NM_018384 
                 6960746 
                 0.000158 
               
               
                   
                 NM_004776 
                 6980070 
                 0.000353 
               
               
                   
                 NM_138576 
                 7000133 
                 0.000571 
               
               
                   
                 NM_025263 
                 7000408 
                 0.000678 
               
               
                   
                 NM_182476 
                 7050543 
                 0.000265 
               
               
                   
                 NM_078483 
                 7100136 
                 0.000348 
               
               
                   
                 NM_017481 
                 7100392 
                 0.000469 
               
               
                   
                 NM_006901 
                 7150634 
                 0.000566 
               
               
                   
                 NM_014976 
                 7160296 
                 0.000616 
               
               
                   
                 AW263210 
                 7200477 
                 0.000483 
               
               
                   
                 NM_016237 
                 7380288 
                 0.000652 
               
               
                   
                 NM_001152 
                 7550537 
                 0.000125 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 32 
                   
                 List 33 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.833 
                  0.80 
               
               
                   
                 Number of Transcripts 
                 145 
                 83 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_001031717 
                 10338 
                 0.000505486 
                 NM_182898 
                 160132 
                 0.000251 
               
               
                   
                 NM_015062 
                 20647 
                 0.000584743 
                 NM_002348 
                 450037 
                 0.000325 
               
               
                   
                 NM_006567 
                 130403 
                 0.000429526 
                 NM_194260 
                 460273 
                 0.0003 
               
               
                   
                 NM_005804 
                 160240 
                 0.0005983 
                 NM_018715 
                 510450 
                 9.61E−05 
               
               
                   
                 NM_016292 
                 160736 
                 0.000413213 
                 NM_000155 
                 520332 
                 0.000228 
               
               
                   
                 BM981444 
                 240653 
                 0.000605125 
                 NM_002129 
                 610563 
                 0.000746 
               
               
                   
                 NM_013378 
                 360066 
                 0.000592211 
                 NM_000896 
                 650164 
                 0.000219 
               
               
                   
                 NM_015959 
                 380315 
                 0.000300236 
                 CR596519 
                 670041 
                 0.000556 
               
               
                   
                 NM_015953 
                 380685 
                 0.000530757 
                 AF272739 
                 1050128 
                 0.000586 
               
               
                   
                 NM_002348 
                 450037 
                 0.000156623 
                 NM_015292 
                 1110215 
                 0.000501 
               
               
                   
                 NM_021872 
                 460754 
                 0.000306394 
                 NM_000887 
                 1240603 
                 0.000255 
               
               
                   
                 NM_018715 
                 510450 
                 1.30E−05 
                 NM_016286 
                 1410369 
                 0.00052 
               
               
                   
                 NM_000155 
                 520332 
                 6.03E−05 
                 NM_000578 
                 1430292 
                 0.000584 
               
               
                   
                 NM_002896 
                 620722 
                 0.000193392 
                 NM_015039 
                 1580348 
                 0.000158 
               
               
                   
                 NM_000896 
                 650164 
                 0.000404198 
                 BX101820 
                 1690504 
                 0.000107 
               
               
                   
                 CR596519 
                 670041 
                 4.42E−05 
                 NM_002405 
                 1710286 
                 0.000137 
               
               
                   
                 NM_199337 
                 840730 
                 0.000580276 
                 NM_018285 
                 1780348 
                 0.000257 
               
               
                   
                 NM_004927 
                 1030692 
                 6.28E−05 
                 NM_001099786 
                 1820598 
                 0.000418 
               
               
                   
                 AF272739 
                 1050128 
                 0.000205321 
                 NM_012395 
                 2000390 
                 0.000425 
               
               
                   
                 NM_015292 
                 1110215 
                 4.92E−05 
                 NM_017758 
                 2100221 
                 0.000121 
               
               
                   
                 NM_006720 
                 1110575 
                 0.000622656 
                 CK299581 
                 2120356 
                 0.000303 
               
               
                   
                 NM_000887 
                 1240603 
                 0.000261591 
                 NM_014738 
                 2190673 
                 0.000185 
               
               
                   
                 XM_377476 
                 1340338 
                 0.000495677 
                 XM_935843 
                 2260446 
                 0.000153 
               
               
                   
                 NM_001039708 
                 1340731 
                 0.000528354 
                 NM_007115 
                 2370524 
                 3.72E−06 
               
               
                   
                 NM_004716 
                 1400270 
                 0.000620856 
                 BQ372445 
                 2370681 
                 0.000584 
               
               
                   
                 NM_000578 
                 1430292 
                 0.000314186 
                 T03068 
                 2450497 
                 0.000721 
               
               
                   
                 NM_002080 
                 1440546 
                 0.000602009 
                 NM_025153 
                 2630484 
                 0.000145 
               
               
                   
                 NM_016408 
                 1440601 
                 4.37E−05 
                 NM_001014838 
                 2690609 
                 0.000645 
               
               
                   
                 NM_015039 
                 1580348 
                 0.000303914 
                 NM_001854 
                 2750070 
                 0.000658 
               
               
                   
                 NM_002405 
                 1710286 
                 0.000585056 
                 NM_031488 
                 3120301 
                 0.000158 
               
               
                   
                 NM_014871 
                 1740576 
                 0.000605505 
                 NM_205548 
                 3140088 
                 0.000507 
               
               
                   
                 NM_018285 
                 1780348 
                 0.000129917 
                 CB046255 
                 3310075 
                 0.000367 
               
               
                   
                 NM_001099786 
                 1820598 
                 3.38E−05 
                 BI260057 
                 3310341 
                 0.000518 
               
               
                   
                 XM_936353 
                 2030544 
                 0.000270398 
                 NM_014941 
                 3360364 
                 4.61E−05 
               
               
                   
                 NM_198196 
                 2100333 
                 0.00058383 
                 NM_005698 
                 3370687 
                 0.000458 
               
               
                   
                 NM_001077692 
                 2120681 
                 0.000383187 
                 NM_003137 
                 3460674 
                 0.00014 
               
               
                   
                 NM_014738 
                 2190673 
                 0.000294422 
                 NM_005476 
                 3610504 
                 0.000258 
               
               
                   
                 NM_007115 
                 2370524 
                 1.79E−05 
                 NM_004092 
                 3840022 
                 0.000495 
               
               
                   
                 BX096685 
                 2450343 
                 0.000242985 
                 X00437 
                 3990639 
                 0.000336 
               
               
                   
                 T03068 
                 2450497 
                 5.57E−05 
                 AA868051 
                 4150402 
                 0.000262 
               
               
                   
                 NM_024798 
                 2470341 
                 0.000540773 
                 AI863525 
                 4230520 
                 0.000274 
               
               
                   
                 NM_006031 
                 2480082 
                 0.0004368 
                 NM_020414 
                 4280332 
                 0.000423 
               
               
                   
                 NM_031412 
                 2630154 
                 0.000422125 
                 NM_015651 
                 4540082 
                 0.000308 
               
               
                   
                 NM_003528 
                 2630451 
                 0.000458484 
                 NM_015433 
                 4540301 
                 0.000651 
               
               
                   
                 NM_025153 
                 2630484 
                 9.60E−05 
                 NM_003543 
                 4730195 
                 0.000341 
               
               
                   
                 NM_005937 
                 2630719 
                 0.000516582 
                 CK300859 
                 4730577 
                 0.000106 
               
               
                   
                 NM_019111 
                 2680370 
                 0.000296926 
                 NM_016553 
                 4760543 
                 2.55E−05 
               
               
                   
                 NM_001014838 
                 2690609 
                 9.68E−05 
                 NM_016552 
                 4850541 
                 0.000257 
               
               
                   
                 NM_003707 
                 2750408 
                 0.000451536 
                 BX096603 
                 4880373 
                 0.000369 
               
               
                   
                 NM_015135 
                 2750521 
                 0.000420473 
                 NM_014281 
                 4900053 
                 1.89E−05 
               
               
                   
                 NM_005449 
                 2760092 
                 0.00038612 
                 NM_015702 
                 5090204 
                 0.000414 
               
               
                   
                 NM_001414 
                 2760563 
                 0.000352149 
                 NM_003559 
                 5090477 
                 0.00074 
               
               
                   
                 NM_005082 
                 2850576 
                 0.000299803 
                 NM_032312 
                 5290289 
                 0.000641 
               
               
                   
                 NM_001384 
                 2900524 
                 0.000694072 
                 NM_003906 
                 5390131 
                 0.000496 
               
               
                   
                 NM_031488 
                 3120301 
                 0.000100839 
                 NM_013270 
                 5690037 
                 0.000251 
               
               
                   
                 NM_006767 
                 3140093 
                 9.93E−05 
                 NM_032118 
                 5700403 
                 0.000798 
               
               
                   
                 NM_015710 
                 3170092 
                 0.000305455 
                 BU733214 
                 5860196 
                 0.000367 
               
               
                   
                 NM_014941 
                 3360364 
                 7.94E−05 
                 NM_006082 
                 5900156 
                 0.000222 
               
               
                   
                 NM_020808 
                 3370605 
                 0.000651398 
                 NM_170699 
                 5960035 
                 0.000233 
               
               
                   
                 NM_207311 
                 3420343 
                 0.000462046 
                 NM_007255 
                 6100220 
                 0.00078 
               
               
                   
                 NM_001042600 
                 3420630 
                 0.000386751 
                 NM_004044 
                 6110768 
                 0.000385 
               
               
                   
                 NM_015288 
                 3420735 
                 0.000524285 
                 NM_000074 
                 6270128 
                 8.15E−05 
               
               
                   
                 NM_139244 
                 3460189 
                 0.000482683 
                 AL157484 
                 6280682 
                 0.000692 
               
               
                   
                 NM_003137 
                 3460674 
                 0.000105671 
                 NM_033416 
                 6380598 
                 0.000496 
               
               
                   
                 NM_003707 
                 3520082 
                 0.000268436 
                 NM_001040107 
                 6400563 
                 0.000184 
               
               
                   
                 NM_213566 
                 3520192 
                 0.000256844 
                 NM_024619 
                 6590386 
                 0.000143 
               
               
                   
                 NM_005476 
                 3610504 
                 5.91E−06 
                 BX110808 
                 6770491 
                 0.000657 
               
               
                   
                 XM_930898 
                 3830390 
                 0.000482507 
                 NM_004964 
                 6940242 
                 0.000592 
               
               
                   
                 X00437 
                 3990639 
                 7.90E−05 
                 NM_018384 
                 6960746 
                 0.000337 
               
               
                   
                 NM_015054 
                 4060056 
                 0.00066021 
                 NM_004776 
                 6980070 
                 0.000193 
               
               
                   
                 NM_004811 
                 4060131 
                 0.000336594 
                 NM_178839 
                 6980609 
                 0.000248 
               
               
                   
                 NM_022827 
                 4120133 
                 0.000279972 
                 NM_078483 
                 7100136 
                 0.000162 
               
               
                   
                 NM_016091 
                 4180142 
                 0.000452506 
                 NM_006429 
                 7150017 
                 0.000353 
               
               
                   
                 XM_068632 
                 4200451 
                 0.000538946 
                 NM_006901 
                 7150634 
                 0.000569 
               
               
                   
                 NM_015721 
                 4200538 
                 0.000448259 
                 NM_001008269 
                 7320100 
                 0.000502 
               
               
                   
                 NM_024600 
                 4210647 
                 0.000218332 
                 NM_002566 
                 7330487 
                 0.000769 
               
               
                   
                 NM_001042631 
                 4220138 
                 3.86E−05 
                 NM_016237 
                 7380288 
                 0.000729 
               
               
                   
                 BU608944 
                 4220523 
                 0.000470093 
                 NM_001152 
                 7550537 
                 0.000167 
               
               
                   
                 NM_020414 
                 4280332 
                 0.000116602 
               
               
                   
                 NM_015651 
                 4540082 
                 0.000122445 
               
               
                   
                 NM_015433 
                 4540301 
                 0.000501202 
               
               
                   
                 NM_006445 
                 4590082 
                 0.0004573 
               
               
                   
                 NM_001024667 
                 4590646 
                 0.000136649 
               
               
                   
                 NM_025228 
                 4640528 
                 0.000617046 
               
               
                   
                 NM_003543 
                 4730195 
                 0.000135573 
               
               
                   
                 CK300859 
                 4730577 
                 0.000287829 
               
               
                   
                 NM_016553 
                 4760543 
                 3.10E−05 
               
               
                   
                 NM_005243 
                 4780743 
                 0.000104109 
               
               
                   
                 NM_006725 
                 4850192 
                 0.000137581 
               
               
                   
                 NM_014281 
                 4900053 
                 4.57E−05 
               
               
                   
                 NM_007047 
                 4920577 
                 0.000317837 
               
               
                   
                 NM_007355 
                 5130082 
                 0.000293167 
               
               
                   
                 NM_000075 
                 5270500 
                 0.000307483 
               
               
                   
                 NM_022730 
                 5310050 
                 0.000511636 
               
               
                   
                 NM_001007239 
                 5310754 
                 0.000134498 
               
               
                   
                 NM_003906 
                 5390131 
                 0.000192748 
               
               
                   
                 NM_152272 
                 5550746 
                 0.0003108 
               
               
                   
                 CR738137 
                 5570632 
                 0.00042202 
               
               
                   
                 NM_013270 
                 5690037 
                 0.000207129 
               
               
                   
                 NM_002139 
                 5690673 
                 0.000329755 
               
               
                   
                 NM_032118 
                 5700403 
                 0.00030255 
               
               
                   
                 NM_173791 
                 5720398 
                 0.000646611 
               
               
                   
                 NM_001628 
                 5890327 
                 0.000232439 
               
               
                   
                 NM_006082 
                 5900156 
                 0.000462816 
               
               
                   
                 NM_178510 
                 5910091 
                 3.75E−05 
               
               
                   
                 NM_170699 
                 5960035 
                 0.000308613 
               
               
                   
                 NM_014230 
                 6020402 
                 0.000422804 
               
               
                   
                 NM_007255 
                 6100220 
                 0.000327645 
               
               
                   
                 NM_144666 
                 6110142 
                 0.000277742 
               
               
                   
                 XM_931928 
                 6110537 
                 0.00016377 
               
               
                   
                 NM_004044 
                 6110768 
                 0.000239957 
               
               
                   
                 NM_017879 
                 6250047 
                 0.000689194 
               
               
                   
                 NM_005968 
                 6270021 
                 5.91E−05 
               
               
                   
                 NM_000074 
                 6270128 
                 2.40E−05 
               
               
                   
                 NM_015044 
                 6270364 
                 0.000462891 
               
               
                   
                 NM_001039508 
                 6280754 
                 0.000111495 
               
               
                   
                 NM_003755 
                 6290431 
                 0.000599445 
               
               
                   
                 XM_936128 
                 6290561 
                 0.000181547 
               
               
                   
                 NM_033301 
                 6380148 
                 0.000610938 
               
               
                   
                 NM_033416 
                 6380598 
                 0.000216129 
               
               
                   
                 NM_001005332 
                 6480170 
                 0.000377427 
               
               
                   
                 NM_025150 
                 6480328 
                 0.000271729 
               
               
                   
                 NM_033554 
                 6480500 
                 0.000149999 
               
               
                   
                 XR_018793 
                 6550142 
                 0.000362187 
               
               
                   
                 NM_024619 
                 6590386 
                 4.64E−05 
               
               
                   
                 NM_001007224 
                 6590523 
                 0.00067376 
               
               
                   
                 CA424950 
                 6650576 
                 0.000636036 
               
               
                   
                 NM_015540 
                 6860243 
                 0.000380264 
               
               
                   
                 NM_004964 
                 6940242 
                 0.000348957 
               
               
                   
                 NM_018384 
                 6960746 
                 9.79E−05 
               
               
                   
                 NM_004776 
                 6980070 
                 0.000501614 
               
               
                   
                 BI915661 
                 6980274 
                 0.000496142 
               
               
                   
                 NM_138576 
                 7000133 
                 0.00054059 
               
               
                   
                 NM_078483 
                 7100136 
                 0.000448782 
               
               
                   
                 NM_006429 
                 7150017 
                 0.000585091 
               
               
                   
                 NM_014165 
                 7150601 
                 0.00013018 
               
               
                   
                 NM_006901 
                 7150634 
                 6.17E−05 
               
               
                   
                 NM_014976 
                 7160296 
                 0.000120818 
               
               
                   
                 NM_003757 
                 7320576 
                 0.00026195 
               
               
                   
                 NM_007167 
                 7380274 
                 0.000373897 
               
               
                   
                 NM_016237 
                 7380288 
                 0.000188682 
               
               
                   
                 NM_199176 
                 7380736 
                 0.000151001 
               
               
                   
                 NM_004515 
                 7400431 
                 0.000268027 
               
               
                   
                 NM_001037161 
                 7510224 
                 0.000691687 
               
               
                   
                 NM_001152 
                 7550537 
                 3.79E−05 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 34 
                   
                 List 35 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.83 
                  0.87 
               
               
                   
                 Number of Transcripts 
                 160 
                 88 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_001031717 
                 10338 
                   
                 NM_182898 
                 160132 
                 0.000251 
               
               
                   
                 NM_015062 
                 20647 
                   
                 NM_002348 
                 450037 
                 0.000325 
               
               
                   
                 NM_006567 
                 130403 
                   
                 NM_194260 
                 460273 
                 0.0003 
               
               
                   
                 NM_182898 
                 160132 
                   
                 NM_018715 
                 510450 
                 9.61E−05 
               
               
                   
                 NM_005804 
                 160240 
                   
                 NM_000155 
                 520332 
                 0.000228 
               
               
                   
                 NM_016292 
                 160736 
                   
                 NM_002129 
                 610563 
                 0.000746 
               
               
                   
                 BM981444 
                 240653 
                   
                 NM_000896 
                 650164 
                 0.000219 
               
               
                   
                 NM_013378 
                 360066 
                   
                 CR596519 
                 670041 
                 0.000556 
               
               
                   
                 NM_015959 
                 380315 
                   
                 AF272739 
                 1050128 
                 0.000586 
               
               
                   
                 NM_015953 
                 380685 
                   
                 NM_015292 
                 1110215 
                 0.000501 
               
               
                   
                 NM_002348 
                 450037 
                   
                 NM_000887 
                 1240603 
                 0.000255 
               
               
                   
                 NM_021872 
                 460754 
                   
                 NM_021105 
                 1260228 
                 0.000814 
               
               
                   
                 NM_018715 
                 510450 
                   
                 NM_016286 
                 1410369 
                 0.00052 
               
               
                   
                 NM_000155 
                 520332 
                   
                 NM_000578 
                 1430292 
                 0.000584 
               
               
                   
                 NM_002896 
                 620722 
                   
                 NM_001037325 
                 1470332 
                 0.000876 
               
               
                   
                 NM_000896 
                 650164 
                   
                 NM_015039 
                 1580348 
                 0.000158 
               
               
                   
                 CR596519 
                 670041 
                   
                 BX101820 
                 1690504 
                 0.000107 
               
               
                   
                 NM_199337 
                 840730 
                   
                 NM_002405 
                 1710286 
                 0.000137 
               
               
                   
                 NM_004927 
                 1030692 
                   
                 NM_018285 
                 1780348 
                 0.000257 
               
               
                   
                 AF272739 
                 1050128 
                   
                 NM_001099786 
                 1820598 
                 0.000418 
               
               
                   
                 NM_015292 
                 1110215 
                   
                 NM_012395 
                 2000390 
                 0.000425 
               
               
                   
                 NM_006720 
                 1110575 
                   
                 NM_004226 
                 2100035 
                 0.000859 
               
               
                   
                 NM_000887 
                 1240603 
                   
                 NM_017758 
                 2100221 
                 0.000121 
               
               
                   
                 NM_021105 
                 1260228 
                   
                 CK299581 
                 2120356 
                 0.000303 
               
               
                   
                 NM_006066 
                 1300768 
                   
                 NM_014738 
                 2190673 
                 0.000185 
               
               
                   
                 XM_377476 
                 1340338 
                   
                 XM_935843 
                 2260446 
                 0.000153 
               
               
                   
                 NM_001039708 
                 1340731 
                   
                 NM_007115 
                 2370524 
                 3.72E−06 
               
               
                   
                 NM_004716 
                 1400270 
                   
                 BQ372445 
                 2370681 
                 0.000584 
               
               
                   
                 NM_000578 
                 1430292 
                   
                 T03068 
                 2450497 
                 0.000721 
               
               
                   
                 NM_002080 
                 1440546 
                   
                 NM_025153 
                 2630484 
                 0.000145 
               
               
                   
                 NM_016408 
                 1440601 
                   
                 NM_001014838 
                 2690609 
                 0.000645 
               
               
                   
                 NM_015039 
                 1580348 
                   
                 NM_001854 
                 2750070 
                 0.000658 
               
               
                   
                 NM_006424 
                 1710189 
                   
                 NM_003707 
                 2750408 
                 0.00087 
               
               
                   
                 NM_002405 
                 1710286 
                   
                 NM_031488 
                 3120301 
                 0.000158 
               
               
                   
                 NM_014871 
                 1740576 
                   
                 NM_205548 
                 3140088 
                 0.000507 
               
               
                   
                 NM_018285 
                 1780348 
                   
                 CB046255 
                 3310075 
                 0.000367 
               
               
                   
                 NM_001099786 
                 1820598 
                   
                 BI260057 
                 3310341 
                 0.000518 
               
               
                   
                 XM_936353 
                 2030544 
                   
                 NM_014941 
                 3360364 
                 4.61E−05 
               
               
                   
                 NM_198196 
                 2100333 
                   
                 NM_005698 
                 3370687 
                 0.000458 
               
               
                   
                 NM_001077692 
                 2120681 
                   
                 NM_003137 
                 3460674 
                 0.00014 
               
               
                   
                 NM_014738 
                 2190673 
                   
                 NM_213566 
                 3520192 
                 0.000899 
               
               
                   
                 NM_007115 
                 2370524 
                   
                 NM_005476 
                 3610504 
                 0.000258 
               
               
                   
                 BX096685 
                 2450343 
                   
                 NM_004092 
                 3840022 
                 0.000495 
               
               
                   
                 T03068 
                 2450497 
                   
                 X00437 
                 3990639 
                 0.000336 
               
               
                   
                 NM_024798 
                 2470341 
                   
                 AA868051 
                 4150402 
                 0.000262 
               
               
                   
                 NM_006031 
                 2480082 
                   
                 NM_001042631 
                 4220138 
                 0.000866 
               
               
                   
                 NM_031412 
                 2630154 
                   
                 AI863525 
                 4230520 
                 0.000274 
               
               
                   
                 NM_003528 
                 2630451 
                   
                 NM_183384 
                 4280047 
                 0.000834 
               
               
                   
                 NM_025153 
                 2630484 
                   
                 NM_020414 
                 4280332 
                 0.000423 
               
               
                   
                 NM_005937 
                 2630719 
                   
                 NM_015651 
                 4540082 
                 0.000308 
               
               
                   
                 NM_019111 
                 2680370 
                   
                 NM_015433 
                 4540301 
                 0.000651 
               
               
                   
                 NM_001014838 
                 2690609 
                   
                 NM_003543 
                 4730195 
                 0.000341 
               
               
                   
                 NM_003707 
                 2750408 
                   
                 CK300859 
                 4730577 
                 0.000106 
               
               
                   
                 NM_015135 
                 2750521 
                   
                 NM_016553 
                 4760543 
                 2.55E−05 
               
               
                   
                 NM_005449 
                 2760092 
                   
                 NM_016552 
                 4850541 
                 0.000257 
               
               
                   
                 NM_001414 
                 2760563 
                   
                 BX096603 
                 4880373 
                 0.000369 
               
               
                   
                 NM_005082 
                 2850576 
                   
                 NM_014281 
                 4900053 
                 1.89E−05 
               
               
                   
                 NM_001384 
                 2900524 
                   
                 NM_015702 
                 5090204 
                 0.000414 
               
               
                   
                 NM_006328 
                 2970332 
                   
                 NM_003559 
                 5090477 
                 0.00074 
               
               
                   
                 NM_031488 
                 3120301 
                   
                 NM_032312 
                 5290289 
                 0.000641 
               
               
                   
                 XM_001127981 
                 3130392 
                   
                 NM_003906 
                 5390131 
                 0.000496 
               
               
                   
                 NM_006767 
                 3140093 
                   
                 NM_013270 
                 5690037 
                 0.000251 
               
               
                   
                 NM_015710 
                 3170092 
                   
                 NM_032118 
                 5700403 
                 0.000798 
               
               
                   
                 NM_014941 
                 3360364 
                   
                 BU733214 
                 5860196 
                 0.000367 
               
               
                   
                 NM_020808 
                 3370605 
                   
                 NM_006082 
                 5900156 
                 0.000222 
               
               
                   
                 NM_005698 
                 3370687 
                   
                 NM_178510 
                 5910091 
                 0.000822 
               
               
                   
                 NM_207311 
                 3420343 
                   
                 NM_170699 
                 5960035 
                 0.000233 
               
               
                   
                 NM_001042600 
                 3420630 
                   
                 NM_007255 
                 6100220 
                 0.00078 
               
               
                   
                 NM_015288 
                 3420735 
                   
                 NM_004044 
                 6110768 
                 0.000385 
               
               
                   
                 NM_139244 
                 3460189 
                   
                 NM_000074 
                 6270128 
                 8.15E−05 
               
               
                   
                 NM_003137 
                 3460674 
                   
                 AL157484 
                 6280682 
                 0.000692 
               
               
                   
                 NM_003707 
                 3520082 
                   
                 NM_001039508 
                 6280754 
                 0.000859 
               
               
                   
                 NM_213566 
                 3520192 
                   
                 NM_033416 
                 6380598 
                 0.000496 
               
               
                   
                 NM_005476 
                 3610504 
                   
                 NM_001040107 
                 6400563 
                 0.000184 
               
               
                   
                 XM_930898 
                 3830390 
                   
                 NM_024619 
                 6590386 
                 0.000143 
               
               
                   
                 NM_004092 
                 3840022 
                   
                 NM_030911 
                 6660671 
                 0.00082 
               
               
                   
                 X00437 
                 3990639 
                   
                 BX110808 
                 6770491 
                 0.000657 
               
               
                   
                 NM_015054 
                 4060056 
                   
                 NM_004964 
                 6940242 
                 0.000592 
               
               
                   
                 NM_004811 
                 4060131 
                   
                 NM_018384 
                 6960746 
                 0.000337 
               
               
                   
                 NM_022827 
                 4120133 
                   
                 NM_004776 
                 6980070 
                 0.000193 
               
               
                   
                 AA868051 
                 4150402 
                   
                 NM_178839 
                 6980609 
                 0.000248 
               
               
                   
                 NM_016091 
                 4180142 
                   
                 NM_078483 
                 7100136 
                 0.000162 
               
               
                   
                 XM_068632 
                 4200451 
                   
                 NM_006429 
                 7150017 
                 0.000353 
               
               
                   
                 NM_015721 
                 4200538 
                   
                 NM_006901 
                 7150634 
                 0.000569 
               
               
                   
                 NM_024600 
                 4210647 
                   
                 NM_001008269 
                 7320100 
                 0.000502 
               
               
                   
                 NM_001042631 
                 4220138 
                   
                 NM_002566 
                 7330487 
                 0.000769 
               
               
                   
                 BU608944 
                 4220523 
                   
                 NM_016237 
                 7380288 
                 0.000729 
               
               
                   
                 NM_020414 
                 4280332 
                   
                 NM_001152 
                 7550537 
                 0.000167 
               
               
                   
                 NM_015651 
                 4540082 
               
               
                   
                 NM_015433 
                 4540301 
               
               
                   
                 NM_006445 
                 4590082 
               
               
                   
                 NM_001024667 
                 4590646 
               
               
                   
                 NM_025228 
                 4640528 
               
               
                   
                 NM_003543 
                 4730195 
               
               
                   
                 CK300859 
                 4730577 
               
               
                   
                 NM_016553 
                 4760543 
               
               
                   
                 NM_005243 
                 4780743 
               
               
                   
                 NM_006725 
                 4850192 
               
               
                   
                 NM_024092 
                 4880364 
               
               
                   
                 NM_014281 
                 4900053 
               
               
                   
                 NM_007047 
                 4920577 
               
               
                   
                 NM_003559 
                 5090477 
               
               
                   
                 NM_007355 
                 5130082 
               
               
                   
                 BU587445 
                 5130747 
               
               
                   
                 NM_000075 
                 5270500 
               
               
                   
                 NM_022730 
                 5310050 
               
               
                   
                 NM_001007239 
                 5310754 
               
               
                   
                 NM_003906 
                 5390131 
               
               
                   
                 NM_152272 
                 5550746 
               
               
                   
                 AK125708 
                 5560093 
               
               
                   
                 CR738137 
                 5570632 
               
               
                   
                 NM_013270 
                 5690037 
               
               
                   
                 NM_002139 
                 5690673 
               
               
                   
                 NM_032118 
                 5700403 
               
               
                   
                 NM_173791 
                 5720398 
               
               
                   
                 NM_001628 
                 5890327 
               
               
                   
                 NM_006082 
                 5900156 
               
               
                   
                 NM_178510 
                 5910091 
               
               
                   
                 NM_170699 
                 5960035 
               
               
                   
                 NM_014230 
                 6020402 
               
               
                   
                 NM_032853 
                 6040259 
               
               
                   
                 NM_007255 
                 6100220 
               
               
                   
                 NM_144666 
                 6110142 
               
               
                   
                 XM_931928 
                 6110537 
               
               
                   
                 NM_004044 
                 6110768 
               
               
                   
                 NM_017879 
                 6250047 
               
               
                   
                 NM_005968 
                 6270021 
               
               
                   
                 NM_000074 
                 6270128 
               
               
                   
                 NM_015044 
                 6270364 
               
               
                   
                 NM_001039508 
                 6280754 
               
               
                   
                 NM_003755 
                 6290431 
               
               
                   
                 XM_936128 
                 6290561 
               
               
                   
                 NM_033301 
                 6380148 
               
               
                   
                 NM_033416 
                 6380598 
               
               
                   
                 NM_001005332 
                 6480170 
               
               
                   
                 NM_025150 
                 6480328 
               
               
                   
                 NM_033554 
                 6480500 
               
               
                   
                 XR_018793 
                 6550142 
               
               
                   
                 NM_024619 
                 6590386 
               
               
                   
                 NM_001007224 
                 6590523 
               
               
                   
                 CA424950 
                 6650576 
               
               
                   
                 NM_015540 
                 6860243 
               
               
                   
                 NM_004964 
                 6940242 
               
               
                   
                 NM_018384 
                 6960746 
               
               
                   
                 NM_004776 
                 6980070 
               
               
                   
                 BI915661 
                 6980274 
               
               
                   
                 NM_138576 
                 7000133 
               
               
                   
                 NM_182476 
                 7050543 
               
               
                   
                 NM_078483 
                 7100136 
               
               
                   
                 NM_006429 
                 7150017 
               
               
                   
                 NM_014165 
                 7150601 
               
               
                   
                 NM_006901 
                 7150634 
               
               
                   
                 NM_014976 
                 7160296 
               
               
                   
                 NM_003757 
                 7320576 
               
               
                   
                 NM_007167 
                 7380274 
               
               
                   
                 NM_016237 
                 7380288 
               
               
                   
                 NM_199176 
                 7380736 
               
               
                   
                 NM_004515 
                 7400431 
               
               
                   
                 NM_001037161 
                 7510224 
               
               
                   
                 NM_001152 
                 7550537 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 36 
                   
                 List 37 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.83 
                  0.83 
               
               
                   
                 Number of Transcripts 
                 133 
                 66 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_015062 
                 20647 
                 0.00029 
                 XM_932547 
                 160121 
                 0.000544 
               
               
                   
                 NM_182898 
                 160132 
                 0.000337 
                 NM_002348 
                 450037 
                 0.000351 
               
               
                   
                 XM_933240 
                 160202 
                 0.000856 
                 NM_018715 
                 510450 
                 0.000153 
               
               
                   
                 NM_016292 
                 160736 
                 0.000824 
                 NM_000155 
                 520332 
                 0.000379 
               
               
                   
                 BM981444 
                 240653 
                 0.00033 
                 NM_000896 
                 650164 
                 4.19E−05 
               
               
                   
                 NM_005103 
                 360343 
                 0.000565 
                 CR596519 
                 670041 
                 0.000321 
               
               
                   
                 NM_002348 
                 450037 
                 0.000343 
                 XR_015582 
                 770452 
                 0.000289 
               
               
                   
                 NM_194260 
                 460273 
                 0.000767 
                 AF272739 
                 1050128 
                 8.83E−05 
               
               
                   
                 NM_021872 
                 460754 
                 0.0007 
                 NM_015292 
                 1110215 
                 0.000717 
               
               
                   
                 NM_018715 
                 510450 
                 0.000131 
                 NM_000887 
                 1240603 
                 0.000605 
               
               
                   
                 NM_000155 
                 520332 
                 2.35E−05 
                 NM_000578 
                 1430292 
                 0.00066 
               
               
                   
                 NM_002129 
                 610563 
                 0.000374 
                 NM_001037325 
                 1470332 
                 0.000893 
               
               
                   
                 NM_000896 
                 650164 
                 0.00015 
                 NM_015039 
                 1580348 
                 0.000316 
               
               
                   
                 CR596519 
                 670041 
                 0.000147 
                 NM_001099786 
                 1820598 
                 0.000518 
               
               
                   
                 AF272739 
                 1050128 
                 0.000152 
                 XM_936353 
                 2030544 
                 0.000513 
               
               
                   
                 NM_015292 
                 1110215 
                 0.00015 
                 AA910733 
                 2070452 
                 0.000848 
               
               
                   
                 NM_006720 
                 1110575 
                 0.000762 
                 CK299581 
                 2120356 
                 0.000628 
               
               
                   
                 NM_000878 
                 1170307 
                 0.000104 
                 XM_935843 
                 2260446 
                 0.000632 
               
               
                   
                 NM_000887 
                 1240603 
                 0.000197 
                 NM_007115 
                 2370524 
                 2.66E−05 
               
               
                   
                 NM_021105 
                 1260228 
                 0.000594 
                 T03068 
                 2450497 
                 9.16E−05 
               
               
                   
                 NM_000578 
                 1430292 
                 0.000702 
                 NM_031412 
                 2630154 
                 0.000461 
               
               
                   
                 NM_015039 
                 1580348 
                 0.000112 
                 NM_003528 
                 2630451 
                 0.000164 
               
               
                   
                 NM_002405 
                 1710286 
                 0.000679 
                 NM_025153 
                 2630484 
                 5.73E−06 
               
               
                   
                 NM_018285 
                 1780348 
                 0.000315 
                 NM_031488 
                 3120301 
                 0.000356 
               
               
                   
                 NM_001099786 
                 1820598 
                 0.000486 
                 NM_014941 
                 3360364 
                 0.000257 
               
               
                   
                 NM_024108 
                 1980424 
                 0.00077 
                 NM_139244 
                 3460189 
                 0.000544 
               
               
                   
                 BM272556 
                 2000474 
                 0.000743 
                 NM_003137 
                 3460674 
                 0.000329 
               
               
                   
                 NM_004226 
                 2100035 
                 0.000361 
                 NM_003707 
                 3520082 
                 0.000548 
               
               
                   
                 NM_198196 
                 2100333 
                 0.000214 
                 NM_213566 
                 3520192 
                 0.000494 
               
               
                   
                 NM_014738 
                 2190673 
                 0.000171 
                 NM_005476 
                 3610504 
                 0.00042 
               
               
                   
                 XM_935843 
                 2260446 
                 0.000147 
                 NM_000648 
                 3800270 
                 0.000658 
               
               
                   
                 NM_007115 
                 2370524 
                 5.38E−06 
                 XM_930898 
                 3830390 
                 9.69E−05 
               
               
                   
                 T03068 
                 2450497 
                 0.000187 
                 BU729036 
                 3850367 
                 0.000728 
               
               
                   
                 NM_003528 
                 2630451 
                 0.000475 
                 XM_940524 
                 3940368 
                 0.000574 
               
               
                   
                 NM_025153 
                 2630484 
                 4.79E−05 
                 X00437 
                 3990639 
                 0.000503 
               
               
                   
                 NM_001004486 
                 2650435 
                 0.000736 
                 NM_139247 
                 4230653 
                 0.000805 
               
               
                   
                 NM_019111 
                 2680370 
                 0.00088 
                 NM_020414 
                 4280332 
                 0.000499 
               
               
                   
                 NM_001014838 
                 2690609 
                 0.000385 
                 AI433683 
                 4560463 
                 0.000717 
               
               
                   
                 NM_003059 
                 2710397 
                 0.000618 
                 NM_003543 
                 4730195 
                 7.59E−05 
               
               
                   
                 NM_005449 
                 2760092 
                 0.000716 
                 NM_016553 
                 4760543 
                 0.000244 
               
               
                   
                 NM_001414 
                 2760563 
                 0.000392 
                 NM_016552 
                 4850541 
                 0.00067 
               
               
                   
                 NM_031488 
                 3120301 
                 7.69E−05 
                 NM_014281 
                 4900053 
                 0.000355 
               
               
                   
                 NM_017905 
                 3130091 
                 0.000503 
                 NM_003559 
                 5090477 
                 0.00048 
               
               
                   
                 NM_004555 
                 3130291 
                 0.000433 
                 NM_002150 
                 5090554 
                 0.000387 
               
               
                   
                 NM_006767 
                 3140093 
                 0.000793 
                 AA765688 
                 5090647 
                 0.00087 
               
               
                   
                 NM_015710 
                 3170092 
                 0.000556 
                 CD243631 
                 5270450 
                 0.000608 
               
               
                   
                 NM_014941 
                 3360364 
                 0.000147 
                 NM_006321 
                 5390669 
                 0.000818 
               
               
                   
                 NM_005698 
                 3370687 
                 0.000692 
                 NM_013270 
                 5690037 
                 0.000449 
               
               
                   
                 NM_015288 
                 3420735 
                 0.000198 
                 NM_002808 
                 5720497 
                 0.000366 
               
               
                   
                 NM_139244 
                 3460189 
                 0.000564 
                 BU733214 
                 5860196 
                 0.000376 
               
               
                   
                 NM_024430 
                 3460523 
                 0.000681 
                 NM_021052 
                 5860400 
                 0.000553 
               
               
                   
                 NM_003137 
                 3460674 
                 0.000151 
                 BM974838 
                 5870300 
                 0.000467 
               
               
                   
                 NM_003707 
                 3520082 
                 0.000716 
                 NM_006082 
                 5900156 
                 0.000428 
               
               
                   
                 NM_213566 
                 3520192 
                 0.000105 
                 XM_931928 
                 6110537 
                 0.000484 
               
               
                   
                 XM_930898 
                 3830390 
                 0.000161 
                 NM_004044 
                 6110768 
                 0.000594 
               
               
                   
                 NM_004092 
                 3840022 
                 0.000609 
                 NM_000074 
                 6270128 
                 0.000132 
               
               
                   
                 XM_940524 
                 3940368 
                 0.00042 
                 NM_033416 
                 6380598 
                 0.000237 
               
               
                   
                 XM_496059 
                 3990465 
                 0.000615 
                 NM_033554 
                 6480500 
                 0.000848 
               
               
                   
                 X00437 
                 3990639 
                 0.000235 
                 NM_024619 
                 6590386 
                 0.000849 
               
               
                   
                 NM_004811 
                 4060131 
                 0.000831 
                 NM_018384 
                 6960746 
                 0.000361 
               
               
                   
                 NM_022827 
                 4120133 
                 0.000505 
                 NM_004776 
                 6980070 
                 0.000499 
               
               
                   
                 NM_001779 
                 4150161 
                 0.00042 
                 BI915661 
                 6980274 
                 0.000463 
               
               
                   
                 AA868051 
                 4150402 
                 0.000207 
                 XM_943393 
                 7050196 
                 0.000729 
               
               
                   
                 NM_002756 
                 4150632 
                 0.000469 
                 NM_078483 
                 7100136 
                 0.000439 
               
               
                   
                 XM_068632 
                 4200451 
                 0.000873 
                 NM_006901 
                 7150634 
                 0.000284 
               
               
                   
                 NM_015721 
                 4200538 
                 0.000584 
                 NM_001152 
                 7550537 
                 0.000158 
               
               
                   
                 NM_024600 
                 4210647 
                 0.000148 
               
               
                   
                 NM_183384 
                 4280047 
                 0.000803 
               
               
                   
                 NM_020414 
                 4280332 
                 0.000117 
               
               
                   
                 NM_015651 
                 4540082 
                 0.000304 
               
               
                   
                 BC016972 
                 4540088 
                 0.000796 
               
               
                   
                 NM_015433 
                 4540301 
                 0.000711 
               
               
                   
                 AI433683 
                 4560463 
                 0.000705 
               
               
                   
                 NM_138931 
                 4640044 
                 0.000713 
               
               
                   
                 AK055286 
                 4640369 
                 0.0007 
               
               
                   
                 NM_025228 
                 4640528 
                 0.000891 
               
               
                   
                 NM_003543 
                 4730195 
                 0.000236 
               
               
                   
                 NM_001017404 
                 4760364 
                 0.00038 
               
               
                   
                 NM_016553 
                 4760543 
                 4.28E−05 
               
               
                   
                 NM_006725 
                 4850192 
                 0.000318 
               
               
                   
                 NM_021809 
                 4850438 
                 0.000722 
               
               
                   
                 NM_016552 
                 4850541 
                 0.000256 
               
               
                   
                 NM_015239 
                 4860132 
                 0.000443 
               
               
                   
                 NM_014281 
                 4900053 
                 9.51E−05 
               
               
                   
                 NM_018079 
                 5080056 
                 0.0007 
               
               
                   
                 NM_003559 
                 5090477 
                 0.00056 
               
               
                   
                 AA431917 
                 5130154 
                 0.00036 
               
               
                   
                 NM_005902 
                 5130767 
                 0.000572 
               
               
                   
                 XM_941161 
                 5270689 
                 0.000583 
               
               
                   
                 NM_032312 
                 5290289 
                 0.000232 
               
               
                   
                 DB081324 
                 5290291 
                 0.000823 
               
               
                   
                 NM_001007239 
                 5310754 
                 0.000388 
               
               
                   
                 NM_003906 
                 5390131 
                 0.000811 
               
               
                   
                 NM_006321 
                 5390669 
                 0.000576 
               
               
                   
                 NM_152272 
                 5550746 
                 0.000894 
               
               
                   
                 NM_013270 
                 5690037 
                 5.68E−05 
               
               
                   
                 NM_032118 
                 5700403 
                 0.000329 
               
               
                   
                 BU733214 
                 5860196 
                 0.000752 
               
               
                   
                 NM_021052 
                 5860400 
                 0.000785 
               
               
                   
                 NM_006082 
                 5900156 
                 0.000438 
               
               
                   
                 NM_178510 
                 5910091 
                 0.000459 
               
               
                   
                 NM_003415 
                 6020132 
                 0.000835 
               
               
                   
                 NM_014230 
                 6020402 
                 0.000743 
               
               
                   
                 NM_003645 
                 6110328 
                 0.000347 
               
               
                   
                 NM_004044 
                 6110768 
                 0.000153 
               
               
                   
                 NM_005968 
                 6270021 
                 0.000656 
               
               
                   
                 NM_000074 
                 6270128 
                 0.000174 
               
               
                   
                 NM_002964 
                 6280576 
                 0.000386 
               
               
                   
                 NM_001039508 
                 6280754 
                 0.000586 
               
               
                   
                 XM_936128 
                 6290561 
                 0.00059 
               
               
                   
                 NM_033416 
                 6380598 
                 0.000425 
               
               
                   
                 NM_001040107 
                 6400563 
                 0.000633 
               
               
                   
                 AK128384 
                 6420541 
                 0.000366 
               
               
                   
                 NM_001005332 
                 6480170 
                 0.000873 
               
               
                   
                 NM_033554 
                 6480500 
                 0.000209 
               
               
                   
                 NM_024619 
                 6590386 
                 0.000208 
               
               
                   
                 NM_001007224 
                 6590523 
                 0.000785 
               
               
                   
                 AA576740 
                 6840408 
                 0.000455 
               
               
                   
                 NM_018384 
                 6960746 
                 0.000158 
               
               
                   
                 NM_004776 
                 6980070 
                 0.000353 
               
               
                   
                 NM_138576 
                 7000133 
                 0.000571 
               
               
                   
                 NM_025263 
                 7000408 
                 0.000678 
               
               
                   
                 NM_017773 
                 7000768 
                 0.000871 
               
               
                   
                 NM_182476 
                 7050543 
                 0.000265 
               
               
                   
                 NM_078483 
                 7100136 
                 0.000348 
               
               
                   
                 NM_017481 
                 7100392 
                 0.000469 
               
               
                   
                 NM_006901 
                 7150634 
                 0.000566 
               
               
                   
                 NM_014976 
                 7160296 
                 0.000616 
               
               
                   
                 AW263210 
                 7200477 
                 0.000483 
               
               
                   
                 NM_002566 
                 7330487 
                 0.000789 
               
               
                   
                 NM_016237 
                 7380288 
                 0.000652 
               
               
                   
                 NM_001152 
                 7550537 
                 0.000125 
               
               
                   
                 NM_001313 
                 7650458 
                 0.000741 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 38 
                   
                 List 39 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.83 
                  0.93 
               
               
                   
                 Number of Transcripts 
                 174 
                 99 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_001031717 
                 10338 
                 0.000505 
                 NM_182898 
                 160132 
                 0.000251 
               
               
                   
                 NM_015062 
                 20647 
                 0.000585 
                 NM_002348 
                 450037 
                 0.000325 
               
               
                   
                 NM_006567 
                 130403 
                 0.00043 
                 NM_194260 
                 460273 
                 0.0003 
               
               
                   
                 NM_182898 
                 160132 
                 0.000737 
                 NM_018715 
                 510450 
                 9.61E−05 
               
               
                   
                 NM_005804 
                 160240 
                 0.000598 
                 NM_000155 
                 520332 
                 0.000228 
               
               
                   
                 NM_016292 
                 160736 
                 0.000413 
                 NM_002129 
                 610563 
                 0.000746 
               
               
                   
                 BM981444 
                 240653 
                 0.000605 
                 NM_000896 
                 650164 
                 0.000219 
               
               
                   
                 NM_013378 
                 360066 
                 0.000592 
                 CR596519 
                 670041 
                 0.000556 
               
               
                   
                 NM_015959 
                 380315 
                 0.0003 
                 AF272739 
                 1050128 
                 0.000586 
               
               
                   
                 NM_015953 
                 380685 
                 0.000531 
                 NM_015292 
                 1110215 
                 0.000501 
               
               
                   
                 NM_002348 
                 450037 
                 0.000157 
                 NM_000887 
                 1240603 
                 0.000255 
               
               
                   
                 NM_021872 
                 460754 
                 0.000306 
                 NM_021105 
                 1260228 
                 0.000814 
               
               
                   
                 NM_018715 
                 510450 
                 1.30E−05 
                 NM_016286 
                 1410369 
                 0.00052 
               
               
                   
                 NM_000155 
                 520332 
                 6.03E−05 
                 NM_000578 
                 1430292 
                 0.000584 
               
               
                   
                 NM_002896 
                 620722 
                 0.000193 
                 NM_016408 
                 1440601 
                 0.0009 
               
               
                   
                 NM_000896 
                 650164 
                 0.000404 
                 NM_001037325 
                 1470332 
                 0.000876 
               
               
                   
                 CR596519 
                 670041 
                 4.42E−05 
                 NM_015039 
                 1580348 
                 0.000158 
               
               
                   
                 NM_199337 
                 840730 
                 0.00058 
                 BX101820 
                 1690504 
                 0.000107 
               
               
                   
                 NM_031206 
                 1010612 
                 0.000807 
                 NM_002405 
                 1710286 
                 0.000137 
               
               
                   
                 NM_004927 
                 1030692 
                 6.28E−05 
                 NM_018285 
                 1780348 
                 0.000257 
               
               
                   
                 AF272739 
                 1050128 
                 0.000205 
                 NM_001099786 
                 1820598 
                 0.000418 
               
               
                   
                 NM_153611 
                 1090048 
                 0.000874 
                 NM_012395 
                 2000390 
                 0.000425 
               
               
                   
                 NM_015292 
                 1110215 
                 4.92E−05 
                 NM_004226 
                 2100035 
                 0.000859 
               
               
                   
                 NM_006720 
                 1110575 
                 0.000623 
                 NM_017758 
                 2100221 
                 0.000121 
               
               
                   
                 NM_000887 
                 1240603 
                 0.000262 
                 CK299581 
                 2120356 
                 0.000303 
               
               
                   
                 NM_021105 
                 1260228 
                 0.00079 
                 NM_014738 
                 2190673 
                 0.000185 
               
               
                   
                 NM_006066 
                 1300768 
                 0.000716 
                 XM_935843 
                 2260446 
                 0.000153 
               
               
                   
                 XM_377476 
                 1340338 
                 0.000496 
                 NM_007115 
                 2370524 
                 3.72E−06 
               
               
                   
                 NM_001039708 
                 1340731 
                 0.000528 
                 BQ372445 
                 2370681 
                 0.000584 
               
               
                   
                 NM_004716 
                 1400270 
                 0.000621 
                 T03068 
                 2450497 
                 0.000721 
               
               
                   
                 NM_000578 
                 1430292 
                 0.000314 
                 NM_181803 
                 2450603 
                 0.000989 
               
               
                   
                 NM_002080 
                 1440546 
                 0.000602 
                 NM_003528 
                 2630451 
                 0.000937 
               
               
                   
                 NM_016408 
                 1440601 
                 4.37E−05 
                 NM_025153 
                 2630484 
                 0.000145 
               
               
                   
                 NM_004608 
                 1570056 
                 0.000848 
                 NM_005980 
                 2640609 
                 0.000931 
               
               
                   
                 NM_015039 
                 1580348 
                 0.000304 
                 NM_001014838 
                 2690609 
                 0.000645 
               
               
                   
                 NM_006424 
                 1710189 
                 0.000791 
                 NM_001854 
                 2750070 
                 0.000658 
               
               
                   
                 NM_002405 
                 1710286 
                 0.000585 
                 NM_003707 
                 2750408 
                 0.00087 
               
               
                   
                 NM_014871 
                 1740576 
                 0.000606 
                 NM_031488 
                 3120301 
                 0.000158 
               
               
                   
                 NM_018285 
                 1780348 
                 0.00013 
                 NM_205548 
                 3140088 
                 0.000507 
               
               
                   
                 NM_001099786 
                 1820598 
                 3.38E−05 
                 NM_033111 
                 3140246 
                 0.000989 
               
               
                   
                 XM_936353 
                 2030544 
                 0.00027 
                 CB046255 
                 3310075 
                 0.000367 
               
               
                   
                 NM_198196 
                 2100333 
                 0.000584 
                 BI260057 
                 3310341 
                 0.000518 
               
               
                   
                 NM_001077692 
                 2120681 
                 0.000383 
                 NM_014941 
                 3360364 
                 4.61E−05 
               
               
                   
                 NM_014738 
                 2190673 
                 0.000294 
                 NM_005698 
                 3370687 
                 0.000458 
               
               
                   
                 NM_007115 
                 2370524 
                 1.79E−05 
                 NM_003137 
                 3460674 
                 0.00014 
               
               
                   
                 BX096685 
                 2450343 
                 0.000243 
                 NM_213566 
                 3520192 
                 0.000899 
               
               
                   
                 T03068 
                 2450497 
                 5.57E−05 
                 NM_005476 
                 3610504 
                 0.000258 
               
               
                   
                 NM_024798 
                 2470341 
                 0.000541 
                 NM_004092 
                 3840022 
                 0.000495 
               
               
                   
                 NM_006031 
                 2480082 
                 0.000437 
                 X00437 
                 3990639 
                 0.000336 
               
               
                   
                 AW578902 
                 2510324 
                 0.00085 
                 AA868051 
                 4150402 
                 0.000262 
               
               
                   
                 NM_031412 
                 2630154 
                 0.000422 
                 NM_001042631 
                 4220138 
                 0.000866 
               
               
                   
                 NM_003528 
                 2630451 
                 0.000458 
                 AI863525 
                 4230520 
                 0.000274 
               
               
                   
                 NM_025153 
                 2630484 
                 9.60E−05 
                 NM_139247 
                 4230653 
                 0.000973 
               
               
                   
                 NM_005937 
                 2630719 
                 0.000517 
                 NM_183384 
                 4280047 
                 0.000834 
               
               
                   
                 NM_019111 
                 2680370 
                 0.000297 
                 NM_020414 
                 4280332 
                 0.000423 
               
               
                   
                 NM_001014838 
                 2690609 
                 9.68E−05 
                 NM_015651 
                 4540082 
                 0.000308 
               
               
                   
                 NM_003707 
                 2750408 
                 0.000452 
                 NM_015433 
                 4540301 
                 0.000651 
               
               
                   
                 NM_015135 
                 2750521 
                 0.00042 
                 AI433683 
                 4560463 
                 0.000984 
               
               
                   
                 NM_005449 
                 2760092 
                 0.000386 
                 NM_003543 
                 4730195 
                 0.000341 
               
               
                   
                 NM_001414 
                 2760563 
                 0.000352 
                 CK300859 
                 4730577 
                 0.000106 
               
               
                   
                 XM_942926 
                 2810674 
                 0.000825 
                 NM_016553 
                 4760543 
                 2.55E−05 
               
               
                   
                 NM_005082 
                 2850576 
                 0.0003 
                 NM_006725 
                 4850192 
                 0.000947 
               
               
                   
                 NM_001384 
                 2900524 
                 0.000694 
                 NM_016552 
                 4850541 
                 0.000257 
               
               
                   
                 NM_006328 
                 2970332 
                 0.000765 
                 BX096603 
                 4880373 
                 0.000369 
               
               
                   
                 NM_031488 
                 3120301 
                 0.000101 
                 NM_014281 
                 4900053 
                 1.89E−05 
               
               
                   
                 XM_001127981 
                 3130392 
                 0.000793 
                 NM_015702 
                 5090204 
                 0.000414 
               
               
                   
                 NM_006767 
                 3140093 
                 9.93E−05 
                 NM_003559 
                 5090477 
                 0.00074 
               
               
                   
                 NM_015710 
                 3170092 
                 0.000305 
                 NM_032312 
                 5290289 
                 0.000641 
               
               
                   
                 NM_014941 
                 3360364 
                 7.94E−05 
                 NM_001007239 
                 5310754 
                 0.000923 
               
               
                   
                 NM_020808 
                 3370605 
                 0.000651 
                 NM_003906 
                 5390131 
                 0.000496 
               
               
                   
                 NM_005698 
                 3370687 
                 0.000781 
                 NM_013270 
                 5690037 
                 0.000251 
               
               
                   
                 NM_207311 
                 3420343 
                 0.000462 
                 NM_032118 
                 5700403 
                 0.000798 
               
               
                   
                 NM_001042600 
                 3420630 
                 0.000387 
                 BU733214 
                 5860196 
                 0.000367 
               
               
                   
                 NM_015288 
                 3420735 
                 0.000524 
                 NM_006082 
                 5900156 
                 0.000222 
               
               
                   
                 NM_139244 
                 3460189 
                 0.000483 
                 NM_178510 
                 5910091 
                 0.000822 
               
               
                   
                 NM_003137 
                 3460674 
                 0.000106 
                 NM_170699 
                 5960035 
                 0.000233 
               
               
                   
                 NM_003707 
                 3520082 
                 0.000268 
                 NM_007255 
                 6100220 
                 0.00078 
               
               
                   
                 NM_213566 
                 3520192 
                 0.000257 
                 NM_004044 
                 6110768 
                 0.000385 
               
               
                   
                 NM_005476 
                 3610504 
                 5.91E−06 
                 NM_000074 
                 6270128 
                 8.15E−05 
               
               
                   
                 XM_932678 
                 3800253 
                 0.000877 
                 AL157484 
                 6280682 
                 0.000692 
               
               
                   
                 XM_930898 
                 3830390 
                 0.000483 
                 NM_001039508 
                 6280754 
                 0.000859 
               
               
                   
                 NM_004092 
                 3840022 
                 0.000774 
                 NM_005176 
                 6350360 
                 0.000972 
               
               
                   
                 NM_001040167 
                 3890095 
                 0.000877 
                 XM_001133111 
                 6370463 
                 0.000949 
               
               
                   
                 X00437 
                 3990639 
                 7.90E−05 
                 NM_033416 
                 6380598 
                 0.000496 
               
               
                   
                 NM_015054 
                 4060056 
                 0.00066 
                 NM_001040107 
                 6400563 
                 0.000184 
               
               
                   
                 NM_004811 
                 4060131 
                 0.000337 
                 NM_024619 
                 6590386 
                 0.000143 
               
               
                   
                 NM_022827 
                 4120133 
                 0.00028 
                 NM_030911 
                 6660671 
                 0.00082 
               
               
                   
                 AA868051 
                 4150402 
                 0.000788 
                 BX110808 
                 6770491 
                 0.000657 
               
               
                   
                 NM_016091 
                 4180142 
                 0.000453 
                 NM_004964 
                 6940242 
                 0.000592 
               
               
                   
                 XM_068632 
                 4200451 
                 0.000539 
                 NM_018384 
                 6960746 
                 0.000337 
               
               
                   
                 NM_015721 
                 4200538 
                 0.000448 
                 NM_004776 
                 6980070 
                 0.000193 
               
               
                   
                 NM_024600 
                 4210647 
                 0.000218 
                 NM_178839 
                 6980609 
                 0.000248 
               
               
                   
                 NM_001042631 
                 4220138 
                 3.86E−05 
                 NM_078483 
                 7100136 
                 0.000162 
               
               
                   
                 BU608944 
                 4220523 
                 0.00047 
                 NM_006429 
                 7150017 
                 0.000353 
               
               
                   
                 NM_139247 
                 4230653 
                 0.00085 
                 NM_006901 
                 7150634 
                 0.000569 
               
               
                   
                 NM_020414 
                 4280332 
                 0.000117 
                 NM_001008269 
                 7320100 
                 0.000502 
               
               
                   
                 NM_015651 
                 4540082 
                 0.000122 
                 NM_002566 
                 7330487 
                 0.000769 
               
               
                   
                 NM_015433 
                 4540301 
                 0.000501 
                 NM_016237 
                 7380288 
                 0.000729 
               
               
                   
                 NM_006445 
                 4590082 
                 0.000457 
                 NM_001152 
                 7550537 
                 0.000167 
               
               
                   
                 NM_001024667 
                 4590646 
                 0.000137 
               
               
                   
                 NM_025228 
                 4640528 
                 0.000617 
               
               
                   
                 NM_003543 
                 4730195 
                 0.000136 
               
               
                   
                 CK300859 
                 4730577 
                 0.000288 
               
               
                   
                 NM_016553 
                 4760543 
                 3.10E−05 
               
               
                   
                 NM_005243 
                 4780743 
                 0.000104 
               
               
                   
                 NM_030811 
                 4830435 
                 0.000887 
               
               
                   
                 NM_006725 
                 4850192 
                 0.000138 
               
               
                   
                 NM_024092 
                 4880364 
                 0.000716 
               
               
                   
                 NM_014281 
                 4900053 
                 4.57E−05 
               
               
                   
                 NM_007047 
                 4920577 
                 0.000318 
               
               
                   
                 NM_003559 
                 5090477 
                 0.000745 
               
               
                   
                 NM_007355 
                 5130082 
                 0.000293 
               
               
                   
                 BU587445 
                 5130747 
                 0.000716 
               
               
                   
                 NM_000075 
                 5270500 
                 0.000307 
               
               
                   
                 NM_022730 
                 5310050 
                 0.000512 
               
               
                   
                 NM_001007239 
                 5310754 
                 0.000134 
               
               
                   
                 NM_003906 
                 5390131 
                 0.000193 
               
               
                   
                 NM_001001998 
                 5490142 
                 0.000888 
               
               
                   
                 NM_152272 
                 5550746 
                 0.000311 
               
               
                   
                 AK125708 
                 5560093 
                 0.000731 
               
               
                   
                 CR738137 
                 5570632 
                 0.000422 
               
               
                   
                 NM_013270 
                 5690037 
                 0.000207 
               
               
                   
                 NM_002139 
                 5690673 
                 0.00033 
               
               
                   
                 NM_032118 
                 5700403 
                 0.000303 
               
               
                   
                 NM_173791 
                 5720398 
                 0.000647 
               
               
                   
                 NM_001628 
                 5890327 
                 0.000232 
               
               
                   
                 NM_006082 
                 5900156 
                 0.000463 
               
               
                   
                 NM_178510 
                 5910091 
                 3.75E−05 
               
               
                   
                 NM_170699 
                 5960035 
                 0.000309 
               
               
                   
                 NM_014230 
                 6020402 
                 0.000423 
               
               
                   
                 NM_032853 
                 6040259 
                 0.000769 
               
               
                   
                 NM_007255 
                 6100220 
                 0.000328 
               
               
                   
                 NM_144666 
                 6110142 
                 0.000278 
               
               
                   
                 XM_931928 
                 6110537 
                 0.000164 
               
               
                   
                 NM_004044 
                 6110768 
                 0.00024 
               
               
                   
                 NM_017879 
                 6250047 
                 0.000689 
               
               
                   
                 NM_005968 
                 6270021 
                 5.91E−05 
               
               
                   
                 NM_000074 
                 6270128 
                 2.40E−05 
               
               
                   
                 NM_015044 
                 6270364 
                 0.000463 
               
               
                   
                 NM_001039508 
                 6280754 
                 0.000111 
               
               
                   
                 NM_003755 
                 6290431 
                 0.000599 
               
               
                   
                 XM_936128 
                 6290561 
                 0.000182 
               
               
                   
                 NM_033301 
                 6380148 
                 0.000611 
               
               
                   
                 NM_033416 
                 6380598 
                 0.000216 
               
               
                   
                 NM_001005332 
                 6480170 
                 0.000377 
               
               
                   
                 NM_025150 
                 6480328 
                 0.000272 
               
               
                   
                 NM_033554 
                 6480500 
                 0.00015 
               
               
                   
                 XR_018793 
                 6550142 
                 0.000362 
               
               
                   
                 NM_024619 
                 6590386 
                 4.64E−05 
               
               
                   
                 NM_001007224 
                 6590523 
                 0.000674 
               
               
                   
                 NM_176880 
                 6650541 
                 0.000817 
               
               
                   
                 CA424950 
                 6650576 
                 0.000636 
               
               
                   
                 NM_015540 
                 6860243 
                 0.00038 
               
               
                   
                 NM_004964 
                 6940242 
                 0.000349 
               
               
                   
                 M97723 
                 6940246 
                 0.000865 
               
               
                   
                 NM_018384 
                 6960746 
                 9.79E−05 
               
               
                   
                 NM_004776 
                 6980070 
                 0.000502 
               
               
                   
                 BI915661 
                 6980274 
                 0.000496 
               
               
                   
                 NM_138576 
                 7000133 
                 0.000541 
               
               
                   
                 NM_182476 
                 7050543 
                 0.000713 
               
               
                   
                 NM_078483 
                 7100136 
                 0.000449 
               
               
                   
                 NM_017481 
                 7100392 
                 0.000862 
               
               
                   
                 NM_006429 
                 7150017 
                 0.000585 
               
               
                   
                 NM_014165 
                 7150601 
                 0.00013 
               
               
                   
                 NM_006901 
                 7150634 
                 6.17E−05 
               
               
                   
                 NM_014976 
                 7160296 
                 0.000121 
               
               
                   
                 NM_003757 
                 7320576 
                 0.000262 
               
               
                   
                 NM_007167 
                 7380274 
                 0.000374 
               
               
                   
                 NM_016237 
                 7380288 
                 0.000189 
               
               
                   
                 NM_199176 
                 7380736 
                 0.000151 
               
               
                   
                 NM_004515 
                 7400431 
                 0.000268 
               
               
                   
                 NM_001037161 
                 7510224 
                 0.000692 
               
               
                   
                 NM_001152 
                 7550537 
                 3.79E−05 
               
               
                   
                 AW378958 
                 7650195 
                 0.000868 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 40 
                   
                 List 41 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.83 
                  0.83 
               
               
                   
                 Number of Transcripts 
                 139 
                 76 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_023003 
                 10541 
                 0.000994 
                 XM_001129663 
                 130288 
                 0.000967555 
               
               
                   
                 NM_015062 
                 20647 
                 0.00029 
                 AF086457 
                 150711 
                 0.000995494 
               
               
                   
                 NM_022136 
                 150632 
                 0.000985 
                 XM_932547 
                 160121 
                 0.000543584 
               
               
                   
                 NM_182898 
                 160132 
                 0.000337 
                 NM_012212 
                 430100 
                 0.000975513 
               
               
                   
                 XM_933240 
                 160202 
                 0.000856 
                 NM_002348 
                 450037 
                 0.000350758 
               
               
                   
                 NM_016292 
                 160736 
                 0.000824 
                 NM_018715 
                 510450 
                 0.000153264 
               
               
                   
                 BM981444 
                 240653 
                 0.00033 
                 NM_000155 
                 520332 
                 0.000379381 
               
               
                   
                 NM_005103 
                 360343 
                 0.000565 
                 NM_000896 
                 650164 
                 4.19E−05 
               
               
                   
                 NM_002348 
                 450037 
                 0.000343 
                 CR596519 
                 670041 
                 0.000321057 
               
               
                   
                 NM_194260 
                 460273 
                 0.000767 
                 XR_015582 
                 770452 
                 0.00028943 
               
               
                   
                 NM_021872 
                 460754 
                 0.0007 
                 AF272739 
                 1050128 
                 8.83E−05 
               
               
                   
                 NM_018715 
                 510450 
                 0.000131 
                 NM_015292 
                 1110215 
                 0.000716998 
               
               
                   
                 NM_000155 
                 520332 
                 2.35E−05 
                 NM_000887 
                 1240603 
                 0.000604748 
               
               
                   
                 NM_002129 
                 610563 
                 0.000374 
                 NM_000578 
                 1430292 
                 0.000659744 
               
               
                   
                 NM_000896 
                 650164 
                 0.00015 
                 NM_001037325 
                 1470332 
                 0.000892709 
               
               
                   
                 CR596519 
                 670041 
                 0.000147 
                 NM_015039 
                 1580348 
                 0.00031588 
               
               
                   
                 AF272739 
                 1050128 
                 0.000152 
                 NM_001099786 
                 1820598 
                 0.00051759 
               
               
                   
                 NM_015292 
                 1110215 
                 0.00015 
                 XM_936353 
                 2030544 
                 0.000512868 
               
               
                   
                 NM_006720 
                 1110575 
                 0.000762 
                 AA910733 
                 2070452 
                 0.00084824 
               
               
                   
                 NM_000878 
                 1170307 
                 0.000104 
                 CK299581 
                 2120356 
                 0.000628114 
               
               
                   
                 NM_000887 
                 1240603 
                 0.000197 
                 XM_935843 
                 2260446 
                 0.0006325 
               
               
                   
                 NM_021105 
                 1260228 
                 0.000594 
                 NM_007115 
                 2370524 
                 2.66E−05 
               
               
                   
                 NM_000578 
                 1430292 
                 0.000702 
                 T03068 
                 2450497 
                 9.16E−05 
               
               
                   
                 NM_007199 
                 1430762 
                 0.000974 
                 NM_031412 
                 2630154 
                 0.000460849 
               
               
                   
                 NM_016408 
                 1440601 
                 0.000952 
                 NM_003528 
                 2630451 
                 0.000164316 
               
               
                   
                 NM_015039 
                 1580348 
                 0.000112 
                 NM_025153 
                 2630484 
                 5.73E−06 
               
               
                   
                 NM_002405 
                 1710286 
                 0.000679 
                 NM_031488 
                 3120301 
                 0.00035633 
               
               
                   
                 NM_018285 
                 1780348 
                 0.000315 
                 NM_014941 
                 3360364 
                 0.000256835 
               
               
                   
                 NM_001099786 
                 1820598 
                 0.000486 
                 NM_139244 
                 3460189 
                 0.000543541 
               
               
                   
                 NM_024108 
                 1980424 
                 0.00077 
                 NM_003137 
                 3460674 
                 0.000329184 
               
               
                   
                 BM272556 
                 2000474 
                 0.000743 
                 NM_003707 
                 3520082 
                 0.000548335 
               
               
                   
                 NM_004226 
                 2100035 
                 0.000361 
                 NM_213566 
                 3520192 
                 0.000493729 
               
               
                   
                 NM_198196 
                 2100333 
                 0.000214 
                 NM_005476 
                 3610504 
                 0.00041975 
               
               
                   
                 NM_014738 
                 2190673 
                 0.000171 
                 NM_000648 
                 3800270 
                 0.000658 
               
               
                   
                 XM_935843 
                 2260446 
                 0.000147 
                 XM_930898 
                 3830390 
                 9.69E−05 
               
               
                   
                 NM_007115 
                 2370524 
                 5.38E−06 
                 BU729036 
                 3850367 
                 0.000727926 
               
               
                   
                 T03068 
                 2450497 
                 0.000187 
                 XM_940524 
                 3940368 
                 0.000574144 
               
               
                   
                 NM_003528 
                 2630451 
                 0.000475 
                 X00437 
                 3990639 
                 0.000502646 
               
               
                   
                 NM_025153 
                 2630484 
                 4.79E−05 
                 NM_001042631 
                 4220138 
                 0.000983279 
               
               
                   
                 NM_001004486 
                 2650435 
                 0.000736 
                 NM_139247 
                 4230653 
                 0.000804645 
               
               
                   
                 NM_019111 
                 2680370 
                 0.00088 
                 NM_020414 
                 4280332 
                 0.000499428 
               
               
                   
                 NM_001014838 
                 2690609 
                 0.000385 
                 AI433683 
                 4560463 
                 0.000717484 
               
               
                   
                 NM_003059 
                 2710397 
                 0.000618 
                 NM_003543 
                 4730195 
                 7.59E−05 
               
               
                   
                 NM_005449 
                 2760092 
                 0.000716 
                 CK300859 
                 4730577 
                 0.000936691 
               
               
                   
                 NM_001414 
                 2760563 
                 0.000392 
                 NM_016553 
                 4760543 
                 0.000243693 
               
               
                   
                 NM_031488 
                 3120301 
                 7.69E−05 
                 NM_016552 
                 4850541 
                 0.000669538 
               
               
                   
                 NM_017905 
                 3130091 
                 0.000503 
                 NM_014281 
                 4900053 
                 0.000354862 
               
               
                   
                 NM_004555 
                 3130291 
                 0.000433 
                 NM_003559 
                 5090477 
                 0.000479668 
               
               
                   
                 NM_006767 
                 3140093 
                 0.000793 
                 NM_002150 
                 5090554 
                 0.000386719 
               
               
                   
                 NM_015710 
                 3170092 
                 0.000556 
                 AA765688 
                 5090647 
                 0.000869847 
               
               
                   
                 NM_014941 
                 3360364 
                 0.000147 
                 CD243631 
                 5270450 
                 0.00060787 
               
               
                   
                 NM_005698 
                 3370687 
                 0.000692 
                 NM_006321 
                 5390669 
                 0.00081847 
               
               
                   
                 NM_015288 
                 3420735 
                 0.000198 
                 NM_013270 
                 5690037 
                 0.000448829 
               
               
                   
                 NM_139244 
                 3460189 
                 0.000564 
                 NM_002808 
                 5720497 
                 0.000365747 
               
               
                   
                 NM_024430 
                 3460523 
                 0.000681 
                 BU733214 
                 5860196 
                 0.000376113 
               
               
                   
                 NM_003137 
                 3460674 
                 0.000151 
                 NM_021052 
                 5860400 
                 0.000553416 
               
               
                   
                 NM_003707 
                 3520082 
                 0.000716 
                 BM974838 
                 5870300 
                 0.000467433 
               
               
                   
                 NM_213566 
                 3520192 
                 0.000105 
                 NM_006082 
                 5900156 
                 0.000427862 
               
               
                   
                 NM_001002010 
                 3780689 
                 0.000968 
                 XM_931928 
                 6110537 
                 0.000483991 
               
               
                   
                 XM_930898 
                 3830390 
                 0.000161 
                 NM_004044 
                 6110768 
                 0.000593588 
               
               
                   
                 NM_004092 
                 3840022 
                 0.000609 
                 NM_000074 
                 6270128 
                 0.000132118 
               
               
                   
                 XM_940524 
                 3940368 
                 0.00042 
                 NM_033416 
                 6380598 
                 0.000237334 
               
               
                   
                 XM_496059 
                 3990465 
                 0.000615 
                 NM_033554 
                 6480500 
                 0.00084761 
               
               
                   
                 X00437 
                 3990639 
                 0.000235 
                 NM_024619 
                 6590386 
                 0.000849346 
               
               
                   
                 NM_004811 
                 4060131 
                 0.000831 
                 NM_018384 
                 6960746 
                 0.000360717 
               
               
                   
                 NM_022827 
                 4120133 
                 0.000505 
                 NM_004776 
                 6980070 
                 0.000499209 
               
               
                   
                 NM_001779 
                 4150161 
                 0.00042 
                 BI915661 
                 6980274 
                 0.000463447 
               
               
                   
                 AA868051 
                 4150402 
                 0.000207 
                 XM_943393 
                 7050196 
                 0.000728506 
               
               
                   
                 NM_002756 
                 4150632 
                 0.000469 
                 NM_078483 
                 7100136 
                 0.000438979 
               
               
                   
                 XM_068632 
                 4200451 
                 0.000873 
                 NM_006901 
                 7150634 
                 0.000283864 
               
               
                   
                 NM_015721 
                 4200538 
                 0.000584 
                 NM_001152 
                 7550537 
                 0.000157677 
               
               
                   
                 NM_024600 
                 4210647 
                 0.000148 
               
               
                   
                 NM_183384 
                 4280047 
                 0.000803 
               
               
                   
                 NM_020414 
                 4280332 
                 0.000117 
               
               
                   
                 NM_015651 
                 4540082 
                 0.000304 
               
               
                   
                 BC016972 
                 4540088 
                 0.000796 
               
               
                   
                 NM_015433 
                 4540301 
                 0.000711 
               
               
                   
                 AI433683 
                 4560463 
                 0.000705 
               
               
                   
                 NM_138931 
                 4640044 
                 0.000713 
               
               
                   
                 AK055286 
                 4640369 
                 0.0007 
               
               
                   
                 NM_025228 
                 4640528 
                 0.000891 
               
               
                   
                 CR603222 
                 4730088 
                 0.000941 
               
               
                   
                 NM_003543 
                 4730195 
                 0.000236 
               
               
                   
                 NM_001017404 
                 4760364 
                 0.00038 
               
               
                   
                 NM_016553 
                 4760543 
                 4.28E−05 
               
               
                   
                 NM_006725 
                 4850192 
                 0.000318 
               
               
                   
                 NM_021809 
                 4850438 
                 0.000722 
               
               
                   
                 NM_016552 
                 4850541 
                 0.000256 
               
               
                   
                 NM_015239 
                 4860132 
                 0.000443 
               
               
                   
                 NM_014281 
                 4900053 
                 9.51E−05 
               
               
                   
                 NM_018079 
                 5080056 
                 0.0007 
               
               
                   
                 NM_003559 
                 5090477 
                 0.00056 
               
               
                   
                 AA431917 
                 5130154 
                 0.00036 
               
               
                   
                 NM_005902 
                 5130767 
                 0.000572 
               
               
                   
                 XM_941161 
                 5270689 
                 0.000583 
               
               
                   
                 NM_032312 
                 5290289 
                 0.000232 
               
               
                   
                 DB081324 
                 5290291 
                 0.000823 
               
               
                   
                 NM_001007239 
                 5310754 
                 0.000388 
               
               
                   
                 NM_003906 
                 5390131 
                 0.000811 
               
               
                   
                 NM_006321 
                 5390669 
                 0.000576 
               
               
                   
                 NM_152272 
                 5550746 
                 0.000894 
               
               
                   
                 NM_013270 
                 5690037 
                 5.68E−05 
               
               
                   
                 NM_032118 
                 5700403 
                 0.000329 
               
               
                   
                 BU733214 
                 5860196 
                 0.000752 
               
               
                   
                 NM_021052 
                 5860400 
                 0.000785 
               
               
                   
                 NM_006082 
                 5900156 
                 0.000438 
               
               
                   
                 NM_178510 
                 5910091 
                 0.000459 
               
               
                   
                 NM_003415 
                 6020132 
                 0.000835 
               
               
                   
                 NM_014230 
                 6020402 
                 0.000743 
               
               
                   
                 NM_003645 
                 6110328 
                 0.000347 
               
               
                   
                 NM_004044 
                 6110768 
                 0.000153 
               
               
                   
                 NM_005968 
                 6270021 
                 0.000656 
               
               
                   
                 NM_000074 
                 6270128 
                 0.000174 
               
               
                   
                 NM_002964 
                 6280576 
                 0.000386 
               
               
                   
                 NM_001039508 
                 6280754 
                 0.000586 
               
               
                   
                 XM_936128 
                 6290561 
                 0.00059 
               
               
                   
                 NM_033416 
                 6380598 
                 0.000425 
               
               
                   
                 NM_001040107 
                 6400563 
                 0.000633 
               
               
                   
                 AK128384 
                 6420541 
                 0.000366 
               
               
                   
                 NM_001005332 
                 6480170 
                 0.000873 
               
               
                   
                 NM_033554 
                 6480500 
                 0.000209 
               
               
                   
                 NM_024619 
                 6590386 
                 0.000208 
               
               
                   
                 NM_001007224 
                 6590523 
                 0.000785 
               
               
                   
                 AA576740 
                 6840408 
                 0.000455 
               
               
                   
                 NM_018384 
                 6960746 
                 0.000158 
               
               
                   
                 NM_004776 
                 6980070 
                 0.000353 
               
               
                   
                 NM_138576 
                 7000133 
                 0.000571 
               
               
                   
                 NM_025263 
                 7000408 
                 0.000678 
               
               
                   
                 NM_017773 
                 7000768 
                 0.000871 
               
               
                   
                 NM_182476 
                 7050543 
                 0.000265 
               
               
                   
                 NM_078483 
                 7100136 
                 0.000348 
               
               
                   
                 NM_017481 
                 7100392 
                 0.000469 
               
               
                   
                 NM_006901 
                 7150634 
                 0.000566 
               
               
                   
                 NM_014976 
                 7160296 
                 0.000616 
               
               
                   
                 AW263210 
                 7200477 
                 0.000483 
               
               
                   
                 NM_002566 
                 7330487 
                 0.000789 
               
               
                   
                 NM_016237 
                 7380288 
                 0.000652 
               
               
                   
                 NM_001152 
                 7550537 
                 0.000125 
               
               
                   
                 NM_001313 
                 7650458 
                 0.000741 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 42 
                   
                 List 43 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.8 
                  0.83 
               
               
                   
                 Number of Transcripts 
                 179 
                 235 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_177972 
                 10142 
                 0.001455775 
                 NM_177972 
                 10142 
                 0.001205516 
               
               
                   
                 NM_023003 
                 10541 
                 0.001509385 
                 NM_023003 
                 10541 
                 0.000994411 
               
               
                   
                 NM_015062 
                 20647 
                 0.001282411 
                 NM_145799 
                 20154 
                 0.001201106 
               
               
                   
                 NR_002196 
                 50347 
                 0.001048941 
                 NM_015062 
                 20647 
                 0.000290214 
               
               
                   
                 NM_001005920 
                 60328 
                 0.001590938 
                 NM_052901 
                 130113 
                 0.001702288 
               
               
                   
                 NM_006567 
                 130403 
                 0.001951351 
                 NM_006567 
                 130403 
                 0.001900395 
               
               
                   
                 NM_182898 
                 160132 
                 0.000250783 
                 NM_021078 
                 130451 
                 0.001449391 
               
               
                   
                 NM_012426 
                 160682 
                 0.001499205 
                 NM_022136 
                 150632 
                 0.000985415 
               
               
                   
                 NM_016292 
                 160736 
                 0.001811398 
                 NM_182898 
                 160132 
                 0.000336575 
               
               
                   
                 NM_002348 
                 450037 
                 0.000324895 
                 XM_933240 
                 160202 
                 0.000855747 
               
               
                   
                 NM_194260 
                 460273 
                 0.000300085 
                 NM_012426 
                 160682 
                 0.001132496 
               
               
                   
                 NM_021872 
                 460754 
                 0.001970943 
                 NM_016292 
                 160736 
                 0.000823789 
               
               
                   
                 NM_018715 
                 510450 
                 9.61E−05 
                 BM981444 
                 240653 
                 0.000329936 
               
               
                   
                 NM_000155 
                 520332 
                 0.000227815 
                 NM_014767 
                 270341 
                 0.001153057 
               
               
                   
                 NM_016616 
                 580050 
                 0.001820349 
                 NM_013378 
                 360066 
                 0.00185082 
               
               
                   
                 NM_002129 
                 610563 
                 0.000745793 
                 NM_005103 
                 360343 
                 0.000565315 
               
               
                   
                 NM_002896 
                 620722 
                 0.001367871 
                 NM_022830 
                 360402 
                 0.0015493 
               
               
                   
                 NM_000896 
                 650164 
                 0.000218568 
                 NM_015953 
                 380685 
                 0.001028314 
               
               
                   
                 CR596519 
                 670041 
                 0.000555537 
                 NM_002348 
                 450037 
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                 NM_016524 
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                 NM_199337 
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                 NM_024949 
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                 NM_207107 
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                 NM_021105 
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                 NM_007199 
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                 NM_018285 
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                 NM_007115 
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                 NM_019053 
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                 NM_181803 
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                 NM_003707 
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                 NM_032839 
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                 NM_023926 
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                 NM_003645 
                 6110328 
                 0.000347124 
               
               
                   
                   
                   
                   
                 XM_931928 
                 6110537 
                 0.001038214 
               
               
                   
                   
                   
                   
                 NM_004044 
                 6110768 
                 0.000153478 
               
               
                   
                   
                   
                   
                 NM_146388 
                 6250367 
                 0.001571306 
               
               
                   
                   
                   
                   
                 NM_005968 
                 6270021 
                 0.000656292 
               
               
                   
                   
                   
                   
                 NM_000074 
                 6270128 
                 0.000174489 
               
               
                   
                   
                   
                   
                 NM_002964 
                 6280576 
                 0.00038563 
               
               
                   
                   
                   
                   
                 NM_001039508 
                 6280754 
                 0.000586113 
               
               
                   
                   
                   
                   
                 NM_003755 
                 6290431 
                 0.00138378 
               
               
                   
                   
                   
                   
                 XM_936128 
                 6290561 
                 0.000589939 
               
               
                   
                   
                   
                   
                 NM_033416 
                 6380598 
                 0.000424599 
               
               
                   
                   
                   
                   
                 NM_001040107 
                 6400563 
                 0.000632811 
               
               
                   
                   
                   
                   
                 AK128384 
                 6420541 
                 0.000366212 
               
               
                   
                   
                   
                   
                 NM_001005332 
                 6480170 
                 0.000872739 
               
               
                   
                   
                   
                   
                 NM_033554 
                 6480500 
                 0.000208647 
               
               
                   
                   
                   
                   
                 XR_018793 
                 6550142 
                 0.00134571 
               
               
                   
                   
                   
                   
                 NM_006164 
                 6580075 
                 0.001946183 
               
               
                   
                   
                   
                   
                 NM_024619 
                 6590386 
                 0.000207786 
               
               
                   
                   
                   
                   
                 NM_001007224 
                 6590523 
                 0.000784655 
               
               
                   
                   
                   
                   
                 NM_000632 
                 6660709 
                 0.001859075 
               
               
                   
                   
                   
                   
                 NM_006825 
                 6770348 
                 0.001569187 
               
               
                   
                   
                   
                   
                 AA576740 
                 6840408 
                 0.000454974 
               
               
                   
                   
                   
                   
                 NM_001024401 
                 6900348 
                 0.001037245 
               
               
                   
                   
                   
                   
                 NM_004964 
                 6940242 
                 0.001770056 
               
               
                   
                   
                   
                   
                 NM_001033515 
                 6960328 
                 0.001773863 
               
               
                   
                   
                   
                   
                 NM_018384 
                 6960746 
                 0.000157737 
               
               
                   
                   
                   
                   
                 NM_004776 
                 6980070 
                 0.000352936 
               
               
                   
                   
                   
                   
                 BI915661 
                 6980274 
                 0.001511178 
               
               
                   
                   
                   
                   
                 NM_138576 
                 7000133 
                 0.000570876 
               
               
                   
                   
                   
                   
                 NM_025263 
                 7000408 
                 0.00067838 
               
               
                   
                   
                   
                   
                 NM_017773 
                 7000768 
                 0.000871131 
               
               
                   
                   
                   
                   
                 NM_182476 
                 7050543 
                 0.000265389 
               
               
                   
                   
                   
                   
                 NM_078483 
                 7100136 
                 0.000347929 
               
               
                   
                   
                   
                   
                 NM_017481 
                 7100392 
                 0.000469408 
               
               
                   
                   
                   
                   
                 NM_006429 
                 7150017 
                 0.001241951 
               
               
                   
                   
                   
                   
                 NM_014165 
                 7150601 
                 0.001386685 
               
               
                   
                   
                   
                   
                 NM_006901 
                 7150634 
                 0.000566389 
               
               
                   
                   
                   
                   
                 NM_014976 
                 7160296 
                 0.000615809 
               
               
                   
                   
                   
                   
                 NM_005020 
                 7200224 
                 0.001851926 
               
               
                   
                   
                   
                   
                 AW263210 
                 7200477 
                 0.000483002 
               
               
                   
                   
                   
                   
                 NM_003757 
                 7320576 
                 0.001440481 
               
               
                   
                   
                   
                   
                 NM_002566 
                 7330487 
                 0.000789279 
               
               
                   
                   
                   
                   
                 NM_001005203 
                 7380209 
                 0.001686087 
               
               
                   
                   
                   
                   
                 NM_007167 
                 7380274 
                 0.00195808 
               
               
                   
                   
                   
                   
                 NM_016237 
                 7380288 
                 0.000652014 
               
               
                   
                   
                   
                   
                 NM_001152 
                 7550537 
                 0.000125031 
               
               
                   
                   
                   
                   
                 NM_024422 
                 7650025 
                 0.001180182 
               
               
                   
                   
                   
                   
                 NM_001313 
                 7650458 
                 0.000740865 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 44 
                   
                 List 45 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.83 
                  0.8 
               
               
                   
                 Number of Transcripts 
                 142 
                 274 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_023003 
                 10541 
                 0.001154 
                 NM_177972 
                 10142 
                 0.001456 
               
               
                   
                 NM_006152 
                 20553 
                 0.001572 
                 NM_001031717 
                 10338 
                 0.002688 
               
               
                   
                 NM_015062 
                 20647 
                 0.001034 
                 NM_023003 
                 10541 
                 0.001509 
               
               
                   
                 XM_001129663 
                 130288 
                 0.000968 
                 NM_006152 
                 20553 
                 0.002204 
               
               
                   
                 NM_022136 
                 150632 
                 0.001841 
                 NM_015062 
                 20647 
                 0.001282 
               
               
                   
                 AF086457 
                 150711 
                 0.000995 
                 NM_006369 
                 50240 
                 0.002043 
               
               
                   
                 XM_932547 
                 160121 
                 0.000544 
                 NR_002196 
                 50347 
                 0.001049 
               
               
                   
                 NM_182898 
                 160132 
                 0.001608 
                 NM_001005920 
                 60328 
                 0.001591 
               
               
                   
                 NM_015953 
                 380685 
                 0.001852 
                 NM_006567 
                 130403 
                 0.001951 
               
               
                   
                 NM_012212 
                 430100 
                 0.000976 
                 NM_022136 
                 150632 
                 0.002125 
               
               
                   
                 NM_002348 
                 450037 
                 0.000351 
                 NM_182898 
                 160132 
                 0.000251 
               
               
                   
                 NM_018715 
                 510450 
                 0.000153 
                 NM_012426 
                 160682 
                 0.001499 
               
               
                   
                 NM_000155 
                 520332 
                 0.000379 
                 NM_016292 
                 160736 
                 0.001811 
               
               
                   
                 NM_002129 
                 610563 
                 0.001672 
                 BM981444 
                 240653 
                 0.002952 
               
               
                   
                 AW852357 
                 610615 
                 0.001548 
                 NM_013378 
                 360066 
                 0.002782 
               
               
                   
                 NM_001039548 
                 620215 
                 0.001881 
                 NM_005103 
                 360343 
                 0.002696 
               
               
                   
                 NM_002896 
                 620722 
                 0.001524 
                 XM_929457 
                 380762 
                 0.002276 
               
               
                   
                 NM_000896 
                 650164 
                 4.19E−05 
                 NM_002348 
                 450037 
                 0.000325 
               
               
                   
                 CR596519 
                 670041 
                 0.000321 
                 NM_194260 
                 460273 
                 0.0003 
               
               
                   
                 XR_015582 
                 770452 
                 0.000289 
                 NM_021872 
                 460754 
                 0.001971 
               
               
                   
                 XM_938718 
                 870750 
                 0.001841 
                 NM_018715 
                 510450 
                 9.61E−05 
               
               
                   
                 XM_939144 
                 940706 
                 0.001055 
                 NM_000155 
                 520332 
                 0.000228 
               
               
                   
                 AW451403 
                 1030270 
                 0.001433 
                 NM_016616 
                 580050 
                 0.00182 
               
               
                   
                 AI311332 
                 1030600 
                 0.001247 
                 NM_002129 
                 610563 
                 0.000746 
               
               
                   
                 AF272739 
                 1050128 
                 8.83E−05 
                 NM_004928 
                 610653 
                 0.002308 
               
               
                   
                 NM_015292 
                 1110215 
                 0.000717 
                 NM_002896 
                 620722 
                 0.001368 
               
               
                   
                 BC041984 
                 1110358 
                 0.001264 
                 NM_000896 
                 650164 
                 0.000219 
               
               
                   
                 NM_003793 
                 1110538 
                 0.001911 
                 NM_002727 
                 650541 
                 0.002564 
               
               
                   
                 NM_000887 
                 1240603 
                 0.000605 
                 CR596519 
                 670041 
                 0.000556 
               
               
                   
                 NM_000578 
                 1430292 
                 0.00066 
                 NM_001517 
                 730543 
                 0.00241 
               
               
                   
                 NM_003343 
                 1440382 
                 0.0011 
                 NM_016524 
                 730725 
                 0.00196 
               
               
                   
                 NM_001037325 
                 1470332 
                 0.000893 
                 XR_015582 
                 770452 
                 0.001367 
               
               
                   
                 CB240909 
                 1470372 
                 0.00138 
                 NM_001398 
                 770458 
                 0.002653 
               
               
                   
                 NM_015039 
                 1580348 
                 0.000316 
                 CA429313 
                 840139 
                 0.002331 
               
               
                   
                 NM_018285 
                 1780348 
                 0.001088 
                 NM_199337 
                 840730 
                 0.001996 
               
               
                   
                 NM_001099786 
                 1820598 
                 0.000518 
                 NM_015380 
                 990273 
                 0.002688 
               
               
                   
                 NM_012395 
                 2000390 
                 0.001032 
                 NM_012252 
                 990377 
                 0.001966 
               
               
                   
                 BM272556 
                 2000474 
                 0.001239 
                 AA335815 
                 1010671 
                 0.002966 
               
               
                   
                 XM_936353 
                 2030544 
                 0.000513 
                 AF272739 
                 1050128 
                 0.000586 
               
               
                   
                 NM_001013651 
                 2060338 
                 0.001442 
                 NM_006608 
                 1070189 
                 0.00296 
               
               
                   
                 AA910733 
                 2070452 
                 0.000848 
                 NM_024949 
                 1070348 
                 0.001835 
               
               
                   
                 NM_004226 
                 2100035 
                 0.001599 
                 NM_207107 
                 1070377 
                 0.001853 
               
               
                   
                 CK299581 
                 2120356 
                 0.000628 
                 NM_153611 
                 1090048 
                 0.002929 
               
               
                   
                 XM_935843 
                 2260446 
                 0.000632 
                 NM_016464 
                 1090139 
                 0.002779 
               
               
                   
                 XM_932015 
                 2370341 
                 0.001837 
                 NM_015292 
                 1110215 
                 0.000501 
               
               
                   
                 NM_007115 
                 2370524 
                 2.66E−05 
                 BC041984 
                 1110358 
                 0.002383 
               
               
                   
                 BX096685 
                 2450343 
                 0.001304 
                 NM_003793 
                 1110538 
                 0.002744 
               
               
                   
                 T03068 
                 2450497 
                 9.16E−05 
                 NM_006720 
                 1110575 
                 0.001923 
               
               
                   
                 NM_031412 
                 2630154 
                 0.000461 
                 NM_006576 
                 1240070 
                 0.002371 
               
               
                   
                 NM_003528 
                 2630451 
                 0.000164 
                 NM_000887 
                 1240603 
                 0.000255 
               
               
                   
                 NM_025153 
                 2630484 
                 5.73E−06 
                 NM_021105 
                 1260228 
                 0.000814 
               
               
                   
                 NM_005980 
                 2640609 
                 0.001492 
                 XM_377476 
                 1340338 
                 0.001954 
               
               
                   
                 NM_019111 
                 2680370 
                 0.001629 
                 NM_016286 
                 1410369 
                 0.00052 
               
               
                   
                 NM_001014838 
                 2690609 
                 0.001107 
                 NM_000578 
                 1430292 
                 0.000584 
               
               
                   
                 NM_001414 
                 2760563 
                 0.001875 
                 NM_007199 
                 1430762 
                 0.001161 
               
               
                   
                 BG188859 
                 2810630 
                 0.001682 
                 NM_003343 
                 1440382 
                 0.001825 
               
               
                   
                 XM_001126803 
                 2850274 
                 0.001641 
                 NM_002080 
                 1440546 
                 0.002679 
               
               
                   
                 NM_031488 
                 3120301 
                 0.000356 
                 NM_016408 
                 1440601 
                 0.0009 
               
               
                   
                 NM_020925 
                 3140142 
                 0.00138 
                 NM_001686 
                 1450706 
                 0.002817 
               
               
                   
                 BX111143 
                 3180440 
                 0.001248 
                 NM_001037325 
                 1470332 
                 0.000876 
               
               
                   
                 NM_014941 
                 3360364 
                 0.000257 
                 CB240909 
                 1470372 
                 0.002717 
               
               
                   
                 XM_001126287 
                 3440040 
                 0.001018 
                 NM_003855 
                 1500328 
                 0.002353 
               
               
                   
                 NM_139244 
                 3460189 
                 0.000544 
                 NM_015039 
                 1580348 
                 0.000158 
               
               
                   
                 NM_003137 
                 3460674 
                 0.000329 
                 BX101820 
                 1690504 
                 0.000107 
               
               
                   
                 NM_003707 
                 3520082 
                 0.000548 
                 NM_002405 
                 1710286 
                 0.000137 
               
               
                   
                 NM_213566 
                 3520192 
                 0.000494 
                 NM_003375 
                 1770379 
                 0.002947 
               
               
                   
                 NM_005476 
                 3610504 
                 0.00042 
                 NM_018285 
                 1780348 
                 0.000257 
               
               
                   
                 NM_000648 
                 3800270 
                 0.000658 
                 NM_001099786 
                 1820598 
                 0.000418 
               
               
                   
                 XM_930898 
                 3830390 
                 9.69E−05 
                 NM_019053 
                 1940543 
                 0.001551 
               
               
                   
                 BU729036 
                 3850367 
                 0.000728 
                 NM_016839 
                 1980092 
                 0.002857 
               
               
                   
                 XM_940524 
                 3940368 
                 0.000574 
                 NM_024108 
                 1980424 
                 0.001579 
               
               
                   
                 XM_496059 
                 3990465 
                 0.001402 
                 NM_005184 
                 1990762 
                 0.001397 
               
               
                   
                 X00437 
                 3990639 
                 0.000503 
                 NM_012395 
                 2000390 
                 0.000425 
               
               
                   
                 NM_022827 
                 4120133 
                 0.001575 
                 NM_001040138 
                 2000551 
                 0.001316 
               
               
                   
                 AA868051 
                 4150402 
                 0.001528 
                 NM_012155 
                 2030450 
                 0.002936 
               
               
                   
                 NM_024600 
                 4210647 
                 0.001538 
                 XM_936353 
                 2030544 
                 0.002128 
               
               
                   
                 NM_001042631 
                 4220138 
                 0.000983 
                 NM_175887 
                 2070201 
                 0.002794 
               
               
                   
                 NM_139247 
                 4230653 
                 0.000805 
                 NM_004226 
                 2100035 
                 0.000859 
               
               
                   
                 NM_020414 
                 4280332 
                 0.000499 
                 NM_017758 
                 2100221 
                 0.000121 
               
               
                   
                 NM_015651 
                 4540082 
                 0.001064 
                 NM_006469 
                 2100519 
                 0.002129 
               
               
                   
                 AI433683 
                 4560463 
                 0.000717 
                 CK299581 
                 2120356 
                 0.000303 
               
               
                   
                 XM_942378 
                 4590400 
                 0.001671 
                 NM_207111 
                 2190524 
                 0.002054 
               
               
                   
                 NM_003543 
                 4730195 
                 7.59E−05 
                 NM_014738 
                 2190673 
                 0.000185 
               
               
                   
                 CK300859 
                 4730577 
                 0.000937 
                 AI537683 
                 2230594 
                 0.002292 
               
               
                   
                 NM_016553 
                 4760543 
                 0.000244 
                 XM_935843 
                 2260446 
                 0.000153 
               
               
                   
                 NM_012321 
                 4830563 
                 0.001969 
                 XM_932015 
                 2370341 
                 0.002144 
               
               
                   
                 NM_006725 
                 4850192 
                 0.001494 
                 NM_007115 
                 2370524 
                 3.72E−06 
               
               
                   
                 XM_936107 
                 4850241 
                 0.001146 
                 BQ372445 
                 2370681 
                 0.000584 
               
               
                   
                 NM_016552 
                 4850541 
                 0.00067 
                 AI217168 
                 2450039 
                 0.001595 
               
               
                   
                 NM_014281 
                 4900053 
                 0.000355 
                 BX096685 
                 2450343 
                 0.001624 
               
               
                   
                 NM_003559 
                 5090477 
                 0.00048 
                 T03068 
                 2450497 
                 0.000721 
               
               
                   
                 NM_002150 
                 5090554 
                 0.000387 
                 NM_181803 
                 2450603 
                 0.000989 
               
               
                   
                 AA765688 
                 5090647 
                 0.00087 
                 NM_031412 
                 2630154 
                 0.001573 
               
               
                   
                 CD243631 
                 5270450 
                 0.000608 
                 NM_020408 
                 2630181 
                 0.001285 
               
               
                   
                 NM_000075 
                 5270500 
                 0.001944 
                 NM_003528 
                 2630451 
                 0.000937 
               
               
                   
                 NM_032312 
                 5290289 
                 0.001788 
                 NM_025153 
                 2630484 
                 0.000145 
               
               
                   
                 NM_012387 
                 5310653 
                 0.001357 
                 NM_005937 
                 2630719 
                 0.002777 
               
               
                   
                 NM_003906 
                 5390131 
                 0.001975 
                 NM_005980 
                 2640609 
                 0.000931 
               
               
                   
                 NM_006321 
                 5390669 
                 0.000818 
                 NM_001014838 
                 2690609 
                 0.000645 
               
               
                   
                 BX113537 
                 5550270 
                 0.001739 
                 NM_003059 
                 2710397 
                 0.002168 
               
               
                   
                 NM_152272 
                 5550746 
                 0.001593 
                 NM_000477 
                 2710427 
                 0.002062 
               
               
                   
                 NM_013270 
                 5690037 
                 0.000449 
                 NM_001018062 
                 2750035 
                 0.002623 
               
               
                   
                 NM_032118 
                 5700403 
                 0.001594 
                 NM_001854 
                 2750070 
                 0.000658 
               
               
                   
                 NM_002808 
                 5720497 
                 0.000366 
                 NM_003707 
                 2750408 
                 0.00087 
               
               
                   
                 NM_017570 
                 5820348 
                 0.001129 
                 NM_005082 
                 2850576 
                 0.002305 
               
               
                   
                 BU733214 
                 5860196 
                 0.000376 
                 NM_001384 
                 2900524 
                 0.001359 
               
               
                   
                 NM_021052 
                 5860400 
                 0.000553 
                 NM_003553 
                 2940053 
                 0.002948 
               
               
                   
                 BM974838 
                 5870300 
                 0.000467 
                 NM_032491 
                 3120181 
                 0.00276 
               
               
                   
                 NM_006082 
                 5900156 
                 0.000428 
                 NM_031488 
                 3120301 
                 0.000158 
               
               
                   
                 NM_005548 
                 5900414 
                 0.001635 
                 NM_017905 
                 3130091 
                 0.001142 
               
               
                   
                 NM_178510 
                 5910091 
                 0.001985 
                 NM_004555 
                 3130291 
                 0.001592 
               
               
                   
                 XM_001131964 
                 5910343 
                 0.001426 
                 NM_016230 
                 3140039 
                 0.001651 
               
               
                   
                 NM_170699 
                 5960035 
                 0.001112 
                 NM_205548 
                 3140088 
                 0.000507 
               
               
                   
                 XM_931928 
                 6110537 
                 0.000484 
                 NM_006767 
                 3140093 
                 0.001209 
               
               
                   
                 NM_004044 
                 6110768 
                 0.000594 
                 NM_020925 
                 3140142 
                 0.002377 
               
               
                   
                 NM_000074 
                 6270128 
                 0.000132 
                 NM_033111 
                 3140246 
                 0.000989 
               
               
                   
                 NM_001039508 
                 6280754 
                 0.001096 
                 NM_015710 
                 3170092 
                 0.001023 
               
               
                   
                 XM_936128 
                 6290561 
                 0.001469 
                 XM_936295 
                 3180523 
                 0.002392 
               
               
                   
                 NM_033416 
                 6380598 
                 0.000237 
                 CB046255 
                 3310075 
                 0.000367 
               
               
                   
                 NM_033554 
                 6480500 
                 0.000848 
                 BI260057 
                 3310341 
                 0.000518 
               
               
                   
                 AW779539 
                 6510452 
                 0.001498 
                 NM_014941 
                 3360364 
                 4.61E−05 
               
               
                   
                 NM_024619 
                 6590386 
                 0.000849 
                 NM_020808 
                 3370605 
                 0.002185 
               
               
                   
                 NM_001007224 
                 6590523 
                 0.001316 
                 NM_005698 
                 3370687 
                 0.000458 
               
               
                   
                 CB066794 
                 6650482 
                 0.00196 
                 NM_003475 
                 3390008 
                 0.002397 
               
               
                   
                 CA424950 
                 6650576 
                 0.00117 
                 NM_170736 
                 3390458 
                 0.002464 
               
               
                   
                 M97723 
                 6940246 
                 0.001888 
                 NM_015288 
                 3420735 
                 0.001555 
               
               
                   
                 NM_018384 
                 6960746 
                 0.000361 
                 XM_001126287 
                 3440040 
                 0.002183 
               
               
                   
                 NM_004776 
                 6980070 
                 0.000499 
                 NM_012110 
                 3440431 
                 0.001984 
               
               
                   
                 BI915661 
                 6980274 
                 0.000463 
                 NM_139244 
                 3460189 
                 0.001215 
               
               
                   
                 XM_943393 
                 7050196 
                 0.000729 
                 NM_024430 
                 3460523 
                 0.002452 
               
               
                   
                 NM_078483 
                 7100136 
                 0.000439 
                 NM_003137 
                 3460674 
                 0.00014 
               
               
                   
                 NM_017481 
                 7100392 
                 0.001519 
                 NM_003707 
                 3520082 
                 0.00205 
               
               
                   
                 NM_006429 
                 7150017 
                 0.00141 
                 NM_213566 
                 3520192 
                 0.000899 
               
               
                   
                 NM_006901 
                 7150634 
                 0.000284 
                 NM_005476 
                 3610504 
                 0.000258 
               
               
                   
                 NM_014976 
                 7160296 
                 0.001192 
                 NM_002883 
                 3710189 
                 0.001488 
               
               
                   
                 NM_003757 
                 7320576 
                 0.00123 
                 NM_018129 
                 3780220 
                 0.001767 
               
               
                   
                 NM_007167 
                 7380274 
                 0.00159 
                 NM_001002010 
                 3780689 
                 0.002077 
               
               
                   
                 NM_016237 
                 7380288 
                 0.001302 
                 XM_943902 
                 3800382 
                 0.001606 
               
               
                   
                 NM_001923 
                 7400121 
                 0.001106 
                 XM_930898 
                 3830390 
                 0.002862 
               
               
                   
                 NM_001152 
                 7550537 
                 0.000158 
                 NM_004092 
                 3840022 
                 0.000495 
               
               
                   
                 NM_032717 
                 7610546 
                 0.001923 
                 NM_024326 
                 3930687 
                 0.001645 
               
               
                   
                 NM_001313 
                 7650458 
                 0.001914 
                 NM_000849 
                 3940386 
                 0.002075 
               
               
                   
                   
                   
                   
                 XM_496059 
                 3990465 
                 0.002277 
               
               
                   
                   
                   
                   
                 X00437 
                 3990639 
                 0.000336 
               
               
                   
                   
                   
                   
                 BM668555 
                 4050270 
                 0.001619 
               
               
                   
                   
                   
                   
                 NM_002635 
                 4050398 
                 0.002878 
               
               
                   
                   
                   
                   
                 NM_153329 
                 4050411 
                 0.001925 
               
               
                   
                   
                   
                   
                 NM_015054 
                 4060056 
                 0.002765 
               
               
                   
                   
                   
                   
                 NM_004811 
                 4060131 
                 0.001071 
               
               
                   
                   
                   
                   
                 NM_030915 
                 4120086 
                 0.002988 
               
               
                   
                   
                   
                   
                 NM_001779 
                 4150161 
                 0.001027 
               
               
                   
                   
                   
                   
                 AA868051 
                 4150402 
                 0.000262 
               
               
                   
                   
                   
                   
                 NM_002756 
                 4150632 
                 0.001356 
               
               
                   
                   
                   
                   
                 NM_016091 
                 4180142 
                 0.00252 
               
               
                   
                   
                   
                   
                 XM_378421 
                 4200148 
                 0.001375 
               
               
                   
                   
                   
                   
                 NM_015721 
                 4200538 
                 0.001048 
               
               
                   
                   
                   
                   
                 NM_024600 
                 4210647 
                 0.001184 
               
               
                   
                   
                   
                   
                 NM_001042631 
                 4220138 
                 0.000866 
               
               
                   
                   
                   
                   
                 NM_002496 
                 4220181 
                 0.002053 
               
               
                   
                   
                   
                   
                 AI863525 
                 4230520 
                 0.000274 
               
               
                   
                   
                   
                   
                 NM_139247 
                 4230653 
                 0.000973 
               
               
                   
                   
                   
                   
                 NM_183384 
                 4280047 
                 0.000834 
               
               
                   
                   
                   
                   
                 NM_020414 
                 4280332 
                 0.000423 
               
               
                   
                   
                   
                   
                 NM_138554 
                 4390615 
                 0.002746 
               
               
                   
                   
                   
                   
                 NM_015651 
                 4540082 
                 0.000308 
               
               
                   
                   
                   
                   
                 BC016972 
                 4540088 
                 0.002144 
               
               
                   
                   
                   
                   
                 NM_015433 
                 4540301 
                 0.000651 
               
               
                   
                   
                   
                   
                 AI433683 
                 4560463 
                 0.000984 
               
               
                   
                   
                   
                   
                 NM_015654 
                 4560601 
                 0.002683 
               
               
                   
                   
                   
                   
                 BU752667 
                 4560703 
                 0.002272 
               
               
                   
                   
                   
                   
                 BX096530 
                 4610670 
                 0.002723 
               
               
                   
                   
                   
                   
                 NM_138931 
                 4640044 
                 0.001309 
               
               
                   
                   
                   
                   
                 DA122577 
                 4670259 
                 0.001993 
               
               
                   
                   
                   
                   
                 NM_003543 
                 4730195 
                 0.000341 
               
               
                   
                   
                   
                   
                 CK300859 
                 4730577 
                 0.000106 
               
               
                   
                   
                   
                   
                 NM_016553 
                 4760543 
                 2.55E−05 
               
               
                   
                   
                   
                   
                 NM_005243 
                 4780743 
                 0.002978 
               
               
                   
                   
                   
                   
                 NM_030811 
                 4830435 
                 0.001748 
               
               
                   
                   
                   
                   
                 NM_006725 
                 4850192 
                 0.000947 
               
               
                   
                   
                   
                   
                 NM_016552 
                 4850541 
                 0.000257 
               
               
                   
                   
                   
                   
                 NM_032320 
                 4860296 
                 0.001214 
               
               
                   
                   
                   
                   
                 BX096603 
                 4880373 
                 0.000369 
               
               
                   
                   
                   
                   
                 NM_014281 
                 4900053 
                 1.89E−05 
               
               
                   
                   
                   
                   
                 BM669760 
                 4900497 
                 0.001931 
               
               
                   
                   
                   
                   
                 NM_018079 
                 5080056 
                 0.00105 
               
               
                   
                   
                   
                   
                 NM_015702 
                 5090204 
                 0.000414 
               
               
                   
                   
                   
                   
                 NM_003559 
                 5090477 
                 0.00074 
               
               
                   
                   
                   
                   
                 NM_007355 
                 5130082 
                 0.002507 
               
               
                   
                   
                   
                   
                 AA431917 
                 5130154 
                 0.001307 
               
               
                   
                   
                   
                   
                 NM_003853 
                 5130475 
                 0.001765 
               
               
                   
                   
                   
                   
                 BU587445 
                 5130747 
                 0.00211 
               
               
                   
                   
                   
                   
                 NM_000075 
                 5270500 
                 0.002368 
               
               
                   
                   
                   
                   
                 NM_032312 
                 5290289 
                 0.000641 
               
               
                   
                   
                   
                   
                 NM_022730 
                 5310050 
                 0.001909 
               
               
                   
                   
                   
                   
                 NM_001033667 
                 5310136 
                 0.002721 
               
               
                   
                   
                   
                   
                 NM_012387 
                 5310653 
                 0.002029 
               
               
                   
                   
                   
                   
                 NM_001007239 
                 5310754 
                 0.000923 
               
               
                   
                   
                   
                   
                 AA668491 
                 5360400 
                 0.00277 
               
               
                   
                   
                   
                   
                 NM_003906 
                 5390131 
                 0.000496 
               
               
                   
                   
                   
                   
                 NM_006321 
                 5390669 
                 0.002487 
               
               
                   
                   
                   
                   
                 NM_152272 
                 5550746 
                 0.0025 
               
               
                   
                   
                   
                   
                 NM_013270 
                 5690037 
                 0.000251 
               
               
                   
                   
                   
                   
                 NM_032118 
                 5700403 
                 0.000798 
               
               
                   
                   
                   
                   
                 XR_000589 
                 5810465 
                 0.001969 
               
               
                   
                   
                   
                   
                 NM_017570 
                 5820348 
                 0.002957 
               
               
                   
                   
                   
                   
                 BU733214 
                 5860196 
                 0.000367 
               
               
                   
                   
                   
                   
                 NM_006082 
                 5900156 
                 0.000222 
               
               
                   
                   
                   
                   
                 NM_005548 
                 5900414 
                 0.002062 
               
               
                   
                   
                   
                   
                 NM_178510 
                 5910091 
                 0.000822 
               
               
                   
                   
                   
                   
                 NM_170699 
                 5960035 
                 0.000233 
               
               
                   
                   
                   
                   
                 NM_139215 
                 5960128 
                 0.002869 
               
               
                   
                   
                   
                   
                 NM_003415 
                 6020132 
                 0.001268 
               
               
                   
                   
                   
                   
                 NM_014230 
                 6020402 
                 0.002218 
               
               
                   
                   
                   
                   
                 NM_004833 
                 6040639 
                 0.001696 
               
               
                   
                   
                   
                   
                 NM_181786 
                 6060133 
                 0.001626 
               
               
                   
                   
                   
                   
                 NM_007255 
                 6100220 
                 0.00078 
               
               
                   
                   
                   
                   
                 NM_007365 
                 6110133 
                 0.001213 
               
               
                   
                   
                   
                   
                 XM_931928 
                 6110537 
                 0.001296 
               
               
                   
                   
                   
                   
                 NM_004044 
                 6110768 
                 0.000385 
               
               
                   
                   
                   
                   
                 NM_006503 
                 6180192 
                 0.002611 
               
               
                   
                   
                   
                   
                 NM_005968 
                 6270021 
                 0.002343 
               
               
                   
                   
                   
                   
                 NM_000074 
                 6270128 
                 8.15E−05 
               
               
                   
                   
                   
                   
                 NM_002964 
                 6280576 
                 0.001047 
               
               
                   
                   
                   
                   
                 AL157484 
                 6280682 
                 0.000692 
               
               
                   
                   
                   
                   
                 NM_001039508 
                 6280754 
                 0.000859 
               
               
                   
                   
                   
                   
                 NM_003755 
                 6290431 
                 0.001811 
               
               
                   
                   
                   
                   
                 XM_936128 
                 6290561 
                 0.001924 
               
               
                   
                   
                   
                   
                 NM_021729 
                 6330634 
                 0.00132 
               
               
                   
                   
                   
                   
                 NM_005176 
                 6350360 
                 0.000972 
               
               
                   
                   
                   
                   
                 XM_001133111 
                 6370463 
                 0.000949 
               
               
                   
                   
                   
                   
                 NM_033416 
                 6380598 
                 0.000496 
               
               
                   
                   
                   
                   
                 NM_006519 
                 6380731 
                 0.002754 
               
               
                   
                   
                   
                   
                 AI184681 
                 6400026 
                 0.002376 
               
               
                   
                   
                   
                   
                 NM_001040107 
                 6400563 
                 0.000184 
               
               
                   
                   
                   
                   
                 NM_001005332 
                 6480170 
                 0.002105 
               
               
                   
                   
                   
                   
                 NM_025150 
                 6480328 
                 0.001837 
               
               
                   
                   
                   
                   
                 NM_033554 
                 6480500 
                 0.001722 
               
               
                   
                   
                   
                   
                 AI732550 
                 6480554 
                 0.002036 
               
               
                   
                   
                   
                   
                 NM_020679 
                 6520241 
                 0.001034 
               
               
                   
                   
                   
                   
                 XR_018793 
                 6550142 
                 0.001141 
               
               
                   
                   
                   
                   
                 NM_006164 
                 6580075 
                 0.002164 
               
               
                   
                   
                   
                   
                 NM_024619 
                 6590386 
                 0.000143 
               
               
                   
                   
                   
                   
                 NM_001007224 
                 6590523 
                 0.002247 
               
               
                   
                   
                   
                   
                 CA436726 
                 6620102 
                 0.001192 
               
               
                   
                   
                   
                   
                 AL577216 
                 6650356 
                 0.002786 
               
               
                   
                   
                   
                   
                 NM_030911 
                 6660671 
                 0.00082 
               
               
                   
                   
                   
                   
                 NM_144779 
                 6760487 
                 0.002952 
               
               
                   
                   
                   
                   
                 NM_006825 
                 6770348 
                 0.002671 
               
               
                   
                   
                   
                   
                 BX110808 
                 6770491 
                 0.000657 
               
               
                   
                   
                   
                   
                 NM_004964 
                 6940242 
                 0.000592 
               
               
                   
                   
                   
                   
                 M97723 
                 6940246 
                 0.002642 
               
               
                   
                   
                   
                   
                 NM_018384 
                 6960746 
                 0.000337 
               
               
                   
                   
                   
                   
                 NM_004776 
                 6980070 
                 0.000193 
               
               
                   
                   
                   
                   
                 NM_178839 
                 6980609 
                 0.000248 
               
               
                   
                   
                   
                   
                 NM_025263 
                 7000408 
                 0.002112 
               
               
                   
                   
                   
                   
                 NM_017773 
                 7000768 
                 0.002585 
               
               
                   
                   
                   
                   
                 NM_182476 
                 7050543 
                 0.001999 
               
               
                   
                   
                   
                   
                 NM_078483 
                 7100136 
                 0.000162 
               
               
                   
                   
                   
                   
                 NM_017481 
                 7100392 
                 0.002685 
               
               
                   
                   
                   
                   
                 NM_006429 
                 7150017 
                 0.000353 
               
               
                   
                   
                   
                   
                 NM_006901 
                 7150634 
                 0.000569 
               
               
                   
                   
                   
                   
                 NM_014976 
                 7160296 
                 0.00114 
               
               
                   
                   
                   
                   
                 AI479236 
                 7160470 
                 0.002 
               
               
                   
                   
                   
                   
                 AW263210 
                 7200477 
                 0.002998 
               
               
                   
                   
                   
                   
                 NM_001008269 
                 7320100 
                 0.000502 
               
               
                   
                   
                   
                   
                 NM_002566 
                 7330487 
                 0.000769 
               
               
                   
                   
                   
                   
                 NM_007167 
                 7380274 
                 0.001267 
               
               
                   
                   
                   
                   
                 NM_016237 
                 7380288 
                 0.000729 
               
               
                   
                   
                   
                   
                 NM_000488 
                 7400240 
                 0.002702 
               
               
                   
                   
                   
                   
                 NM_001037161 
                 7510224 
                 0.001608 
               
               
                   
                   
                   
                   
                 NM_001003722 
                 7510369 
                 0.001719 
               
               
                   
                   
                   
                   
                 NM_001152 
                 7550537 
                 0.000167 
               
               
                   
                   
                   
                   
                 NM_004183 
                 7570450 
                 0.002439 
               
               
                   
                   
                   
                   
                 NM_024422 
                 7650025 
                 0.001467 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 46 
                   
                 List 47 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.83 
                  0.8 
               
               
                   
                 Number of Transcripts 
                 203 
                 357 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_177972 
                 10142 
                 0.002329 
                 NM_177972 
                 10142 
                 0.001456 
               
               
                   
                 NM_023003 
                 10541 
                 0.001154 
                 NM_001031717 
                 10338 
                 0.002688 
               
               
                   
                 NM_006152 
                 20553 
                 0.001572 
                 NM_023003 
                 10541 
                 0.001509 
               
               
                   
                 NM_015062 
                 20647 
                 0.001034 
                 NM_006152 
                 20553 
                 0.002204 
               
               
                   
                 XM_001129663 
                 130288 
                 0.000968 
                 NM_015062 
                 20647 
                 0.001282 
               
               
                   
                 NM_022136 
                 150632 
                 0.001841 
                 NM_004411 
                 50168 
                 0.003444 
               
               
                   
                 AF086457 
                 150711 
                 0.000995 
                 NM_006369 
                 50240 
                 0.002043 
               
               
                   
                 XM_932547 
                 160121 
                 0.000544 
                 NR_002196 
                 50347 
                 0.001049 
               
               
                   
                 NM_182898 
                 160132 
                 0.001608 
                 NM_001005920 
                 60328 
                 0.001591 
               
               
                   
                 XM_933240 
                 160202 
                 0.002107 
                 NM_001261 
                 60468 
                 0.003793 
               
               
                   
                 NM_016292 
                 160736 
                 0.002056 
                 NM_006567 
                 130403 
                 0.001951 
               
               
                   
                 BM981444 
                 240653 
                 0.002483 
                 NM_021078 
                 130451 
                 0.003205 
               
               
                   
                 NM_005103 
                 360343 
                 0.002618 
                 NM_022136 
                 150632 
                 0.002125 
               
               
                   
                 NM_015953 
                 380685 
                 0.001852 
                 NM_182898 
                 160132 
                 0.000251 
               
               
                   
                 XM_929457 
                 380762 
                 0.002122 
                 NM_012426 
                 160682 
                 0.001499 
               
               
                   
                 NM_012212 
                 430100 
                 0.000976 
                 NM_016292 
                 160736 
                 0.001811 
               
               
                   
                 NM_002348 
                 450037 
                 0.000351 
                 BM981444 
                 240653 
                 0.002952 
               
               
                   
                 NM_018715 
                 510450 
                 0.000153 
                 NM_013378 
                 360066 
                 0.002782 
               
               
                   
                 NM_000155 
                 520332 
                 0.000379 
                 NM_005103 
                 360343 
                 0.002696 
               
               
                   
                 NM_002129 
                 610563 
                 0.001672 
                 NM_022830 
                 360402 
                 0.003526 
               
               
                   
                 AW852357 
                 610615 
                 0.001548 
                 NM_015953 
                 380685 
                 0.003827 
               
               
                   
                 NM_001039548 
                 620215 
                 0.001881 
                 XM_929457 
                 380762 
                 0.002276 
               
               
                   
                 NM_002896 
                 620722 
                 0.001524 
                 NM_002348 
                 450037 
                 0.000325 
               
               
                   
                 CF619198 
                 650014 
                 0.002171 
                 NM_194260 
                 460273 
                 0.0003 
               
               
                   
                 NM_000896 
                 650164 
                 4.19E−05 
                 NM_021872 
                 460754 
                 0.001971 
               
               
                   
                 CR596519 
                 670041 
                 0.000321 
                 NM_018715 
                 510450 
                 9.61E−05 
               
               
                   
                 NM_182830 
                 670376 
                 0.002133 
                 NM_000155 
                 520332 
                 0.000228 
               
               
                   
                 NM_025113 
                 730632 
                 0.002211 
                 NM_016616 
                 580050 
                 0.00182 
               
               
                   
                 NM_016524 
                 730725 
                 0.002201 
                 NM_015074 
                 610465 
                 0.003167 
               
               
                   
                 XR_015582 
                 770452 
                 0.000289 
                 NM_002129 
                 610563 
                 0.000746 
               
               
                   
                 XM_374110 
                 780437 
                 0.00265 
                 NM_004928 
                 610653 
                 0.002308 
               
               
                   
                 XM_938718 
                 870750 
                 0.001841 
                 NM_002896 
                 620722 
                 0.001368 
               
               
                   
                 XM_939144 
                 940706 
                 0.001055 
                 NM_000896 
                 650164 
                 0.000219 
               
               
                   
                 AW451403 
                 1030270 
                 0.001433 
                 NM_002727 
                 650541 
                 0.002564 
               
               
                   
                 AI311332 
                 1030600 
                 0.001247 
                 NM_006243 
                 650767 
                 0.003306 
               
               
                   
                 NM_004927 
                 1030692 
                 0.002517 
                 CR596519 
                 670041 
                 0.000556 
               
               
                   
                 AF272739 
                 1050128 
                 8.83E−05 
                 NM_001517 
                 730543 
                 0.00241 
               
               
                   
                 NM_015292 
                 1110215 
                 0.000717 
                 NM_016524 
                 730725 
                 0.00196 
               
               
                   
                 BC041984 
                 1110358 
                 0.001264 
                 XR_015582 
                 770452 
                 0.001367 
               
               
                   
                 NM_003793 
                 1110538 
                 0.001911 
                 NM_001398 
                 770458 
                 0.002653 
               
               
                   
                 NM_006720 
                 1110575 
                 0.002971 
                 NM_002965 
                 830400 
                 0.003422 
               
               
                   
                 NM_000887 
                 1240603 
                 0.000605 
                 CA429313 
                 840139 
                 0.002331 
               
               
                   
                 NM_000578 
                 1430292 
                 0.00066 
                 NM_199337 
                 840730 
                 0.001996 
               
               
                   
                 NM_007199 
                 1430762 
                 0.002269 
                 NM_014873 
                 870403 
                 0.003279 
               
               
                   
                 NM_001716 
                 1440291 
                 0.002699 
                 NM_014358 
                 940754 
                 0.003102 
               
               
                   
                 NM_003343 
                 1440382 
                 0.0011 
                 NM_015380 
                 990273 
                 0.002688 
               
               
                   
                 XM_938227 
                 1450482 
                 0.002966 
                 NM_012252 
                 990377 
                 0.001966 
               
               
                   
                 NM_001037325 
                 1470332 
                 0.000893 
                 NM_173608 
                 1010220 
                 0.003747 
               
               
                   
                 CB240909 
                 1470372 
                 0.00138 
                 AA335815 
                 1010671 
                 0.002966 
               
               
                   
                 NM_006306 
                 1500040 
                 0.002117 
                 AF272739 
                 1050128 
                 0.000586 
               
               
                   
                 NM_015039 
                 1580348 
                 0.000316 
                 NM_198157 
                 1050360 
                 0.003341 
               
               
                   
                 AA972207 
                 1580445 
                 0.002786 
                 AW236020 
                 1070131 
                 0.003413 
               
               
                   
                 BX101820 
                 1690504 
                 0.00269 
                 NM_006608 
                 1070189 
                 0.00296 
               
               
                   
                 NM_018285 
                 1780348 
                 0.001088 
                 NM_024949 
                 1070348 
                 0.001835 
               
               
                   
                 NM_001099786 
                 1820598 
                 0.000518 
                 NM_207107 
                 1070377 
                 0.001853 
               
               
                   
                 NM_024108 
                 1980424 
                 0.002434 
                 NM_153611 
                 1090048 
                 0.002929 
               
               
                   
                 NM_012395 
                 2000390 
                 0.001032 
                 NM_016464 
                 1090139 
                 0.002779 
               
               
                   
                 BM272556 
                 2000474 
                 0.001239 
                 NM_015292 
                 1110215 
                 0.000501 
               
               
                   
                 XM_936353 
                 2030544 
                 0.000513 
                 BC041984 
                 1110358 
                 0.002383 
               
               
                   
                 NM_001013651 
                 2060338 
                 0.001442 
                 BM679696 
                 1110537 
                 0.00371 
               
               
                   
                 AA910733 
                 2070452 
                 0.000848 
                 NM_003793 
                 1110538 
                 0.002744 
               
               
                   
                 NM_004226 
                 2100035 
                 0.001599 
                 NM_006720 
                 1110575 
                 0.001923 
               
               
                   
                 CK299581 
                 2120356 
                 0.000628 
                 NM_000878 
                 1170307 
                 0.003781 
               
               
                   
                 NM_001005389 
                 2140242 
                 0.002727 
                 NM_006576 
                 1240070 
                 0.002371 
               
               
                   
                 NM_014738 
                 2190673 
                 0.002535 
                 NM_000887 
                 1240603 
                 0.000255 
               
               
                   
                 XM_935843 
                 2260446 
                 0.000632 
                 NM_021105 
                 1260228 
                 0.000814 
               
               
                   
                 XM_932015 
                 2370341 
                 0.001837 
                 XM_377476 
                 1340338 
                 0.001954 
               
               
                   
                 NM_007115 
                 2370524 
                 2.66E−05 
                 NM_004716 
                 1400270 
                 0.003217 
               
               
                   
                 BX096685 
                 2450343 
                 0.001304 
                 NM_016286 
                 1410369 
                 0.00052 
               
               
                   
                 T03068 
                 2450497 
                 9.16E−05 
                 NM_014853 
                 1410400 
                 0.003891 
               
               
                   
                 NM_181803 
                 2450603 
                 0.002804 
                 NM_000578 
                 1430292 
                 0.000584 
               
               
                   
                 AW578902 
                 2510324 
                 0.002784 
                 NM_007199 
                 1430762 
                 0.001161 
               
               
                   
                 NM_031412 
                 2630154 
                 0.000461 
                 NM_003343 
                 1440382 
                 0.001825 
               
               
                   
                 NM_003528 
                 2630451 
                 0.000164 
                 NM_002080 
                 1440546 
                 0.002679 
               
               
                   
                 NM_025153 
                 2630484 
                 5.73E−06 
                 NM_016408 
                 1440601 
                 0.0009 
               
               
                   
                 NM_005980 
                 2640609 
                 0.001492 
                 NM_021117 
                 1450082 
                 0.003077 
               
               
                   
                 NM_020698 
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                 NM_170699 
                 5960035 
                 0.000233 
               
               
                   
                   
                   
                   
                 NM_139215 
                 5960128 
                 0.002869 
               
               
                   
                   
                   
                   
                 NM_003415 
                 6020132 
                 0.001268 
               
               
                   
                   
                   
                   
                 NM_014230 
                 6020402 
                 0.002218 
               
               
                   
                   
                   
                   
                 NM_004833 
                 6040639 
                 0.001696 
               
               
                   
                   
                   
                   
                 NM_181786 
                 6060133 
                 0.001626 
               
               
                   
                   
                   
                   
                 NM_007255 
                 6100220 
                 0.00078 
               
               
                   
                   
                   
                   
                 NM_024839 
                 6110132 
                 0.003698 
               
               
                   
                   
                   
                   
                 NM_007365 
                 6110133 
                 0.001213 
               
               
                   
                   
                   
                   
                 XM_931928 
                 6110537 
                 0.001296 
               
               
                   
                   
                   
                   
                 NM_004044 
                 6110768 
                 0.000385 
               
               
                   
                   
                   
                   
                 NM_006503 
                 6180192 
                 0.002611 
               
               
                   
                   
                   
                   
                 NM_005968 
                 6270021 
                 0.002343 
               
               
                   
                   
                   
                   
                 NM_000074 
                 6270128 
                 8.15E−05 
               
               
                   
                   
                   
                   
                 NM_002964 
                 6280576 
                 0.001047 
               
               
                   
                   
                   
                   
                 AL157484 
                 6280682 
                 0.000692 
               
               
                   
                   
                   
                   
                 NM_001039508 
                 6280754 
                 0.000859 
               
               
                   
                   
                   
                   
                 NM_003755 
                 6290431 
                 0.001811 
               
               
                   
                   
                   
                   
                 XM_936128 
                 6290561 
                 0.001924 
               
               
                   
                   
                   
                   
                 NM_021729 
                 6330634 
                 0.00132 
               
               
                   
                   
                   
                   
                 NM_005176 
                 6350360 
                 0.000972 
               
               
                   
                   
                   
                   
                 XM_001133111 
                 6370463 
                 0.000949 
               
               
                   
                   
                   
                   
                 NM_033416 
                 6380598 
                 0.000496 
               
               
                   
                   
                   
                   
                 NM_006519 
                 6380731 
                 0.002754 
               
               
                   
                   
                   
                   
                 AI184681 
                 6400026 
                 0.002376 
               
               
                   
                   
                   
                   
                 NM_006242 
                 6400064 
                 0.003176 
               
               
                   
                   
                   
                   
                 NM_005360 
                 6400369 
                 0.003275 
               
               
                   
                   
                   
                   
                 NM_001040107 
                 6400563 
                 0.000184 
               
               
                   
                   
                   
                   
                 XM_937796 
                 6420079 
                 0.003331 
               
               
                   
                   
                   
                   
                 AK128384 
                 6420541 
                 0.003933 
               
               
                   
                   
                   
                   
                 NM_001005332 
                 6480170 
                 0.002105 
               
               
                   
                   
                   
                   
                 NM_025150 
                 6480328 
                 0.001837 
               
               
                   
                   
                   
                   
                 NM_033554 
                 6480500 
                 0.001722 
               
               
                   
                   
                   
                   
                 AI732550 
                 6480554 
                 0.002036 
               
               
                   
                   
                   
                   
                 NM_020679 
                 6520241 
                 0.001034 
               
               
                   
                   
                   
                   
                 XR_018793 
                 6550142 
                 0.001141 
               
               
                   
                   
                   
                   
                 NM_001040273 
                 6550762 
                 0.003428 
               
               
                   
                   
                   
                   
                 NM_006164 
                 6580075 
                 0.002164 
               
               
                   
                   
                   
                   
                 NM_024619 
                 6590386 
                 0.000143 
               
               
                   
                   
                   
                   
                 NM_001007224 
                 6590523 
                 0.002247 
               
               
                   
                   
                   
                   
                 CA436726 
                 6620102 
                 0.001192 
               
               
                   
                   
                   
                   
                 AL577216 
                 6650356 
                 0.002786 
               
               
                   
                   
                   
                   
                 NM_015214 
                 6660020 
                 0.00362 
               
               
                   
                   
                   
                   
                 NM_030911 
                 6660671 
                 0.00082 
               
               
                   
                   
                   
                   
                 NM_000632 
                 6660709 
                 0.003279 
               
               
                   
                   
                   
                   
                 NM_144779 
                 6760487 
                 0.002952 
               
               
                   
                   
                   
                   
                 NM_006825 
                 6770348 
                 0.002671 
               
               
                   
                   
                   
                   
                 BX110808 
                 6770491 
                 0.000657 
               
               
                   
                   
                   
                   
                 NR_003141 
                 6840162 
                 0.003603 
               
               
                   
                   
                   
                   
                 AA576740 
                 6840408 
                 0.003069 
               
               
                   
                   
                   
                   
                 H89368 
                 6900689 
                 0.003575 
               
               
                   
                   
                   
                   
                 NM_004964 
                 6940242 
                 0.000592 
               
               
                   
                   
                   
                   
                 M97723 
                 6940246 
                 0.002642 
               
               
                   
                   
                   
                   
                 NM_001033515 
                 6960328 
                 0.003545 
               
               
                   
                   
                   
                   
                 NM_018384 
                 6960746 
                 0.000337 
               
               
                   
                   
                   
                   
                 NM_004776 
                 6980070 
                 0.000193 
               
               
                   
                   
                   
                   
                 BI915661 
                 6980274 
                 0.003684 
               
               
                   
                   
                   
                   
                 NM_178839 
                 6980609 
                 0.000248 
               
               
                   
                   
                   
                   
                 NM_025263 
                 7000408 
                 0.002112 
               
               
                   
                   
                   
                   
                 NM_017773 
                 7000768 
                 0.002585 
               
               
                   
                   
                   
                   
                 NM_182476 
                 7050543 
                 0.001999 
               
               
                   
                   
                   
                   
                 NM_078483 
                 7100136 
                 0.000162 
               
               
                   
                   
                   
                   
                 NM_017481 
                 7100392 
                 0.002685 
               
               
                   
                   
                   
                   
                 NM_006429 
                 7150017 
                 0.000353 
               
               
                   
                   
                   
                   
                 NM_006901 
                 7150634 
                 0.000569 
               
               
                   
                   
                   
                   
                 NM_014976 
                 7160296 
                 0.00114 
               
               
                   
                   
                   
                   
                 AI479236 
                 7160470 
                 0.002 
               
               
                   
                   
                   
                   
                 AW263210 
                 7200477 
                 0.002998 
               
               
                   
                   
                   
                   
                 NM_145806 
                 7210369 
                 0.003405 
               
               
                   
                   
                   
                   
                 NM_015474 
                 7320047 
                 0.003831 
               
               
                   
                   
                   
                   
                 NM_001008269 
                 7320100 
                 0.000502 
               
               
                   
                   
                   
                   
                 NM_004813 
                 7320551 
                 0.003202 
               
               
                   
                   
                   
                   
                 NM_003757 
                 7320576 
                 0.003074 
               
               
                   
                   
                   
                   
                 NM_002566 
                 7330487 
                 0.000769 
               
               
                   
                   
                   
                   
                 NM_007167 
                 7380274 
                 0.001267 
               
               
                   
                   
                   
                   
                 NM_016237 
                 7380288 
                 0.000729 
               
               
                   
                   
                   
                   
                 NM_001923 
                 7400121 
                 0.003534 
               
               
                   
                   
                   
                   
                 NM_000488 
                 7400240 
                 0.002702 
               
               
                   
                   
                   
                   
                 NM_001037161 
                 7510224 
                 0.001608 
               
               
                   
                   
                   
                   
                 NM_001003722 
                 7510369 
                 0.001719 
               
               
                   
                   
                   
                   
                 NM_001152 
                 7550537 
                 0.000167 
               
               
                   
                   
                   
                   
                 NM_004183 
                 7570450 
                 0.002439 
               
               
                   
                   
                   
                   
                 BX108926 
                 7610148 
                 0.003989 
               
               
                   
                   
                   
                   
                 NM_032717 
                 7610546 
                 0.003466 
               
               
                   
                   
                   
                   
                 NM_024422 
                 7650025 
                 0.001467 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 48 
                   
                 List 49 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.8125 
                  0.83 
               
               
                   
                 Number of Transcripts 
                 501 
                 203 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_000574 
                 10025 
                 0.001655446 
                 NM_177972 
                 10142 
                 0.002329 
               
               
                   
                 NM_022736 
                 10086 
                 0.002911619 
                 NM_023003 
                 10541 
                 0.001154 
               
               
                   
                 XM_931749 
                 10110 
                 0.00222351 
                 NM_006152 
                 20553 
                 0.001572 
               
               
                   
                 NM_177972 
                 10142 
                 0.001018248 
                 NM_015062 
                 20647 
                 0.001034 
               
               
                   
                 NM_005621 
                 10279 
                 0.000319168 
                 NM_052901 
                 130113 
                 0.003255 
               
               
                   
                 NM_001031717 
                 10338 
                 0.001963946 
                 NM_006567 
                 130403 
                 0.003842 
               
               
                   
                 NM_023003 
                 10541 
                 0.000152211 
                 NM_022136 
                 150632 
                 0.001841 
               
               
                   
                 NM_145799 
                 20154 
                 0.001891036 
                 XM_932547 
                 160121 
                 0.000544 
               
               
                   
                 NM_206967 
                 20224 
                 0.000148094 
                 NM_182898 
                 160132 
                 0.001608 
               
               
                   
                 NM_006152 
                 20553 
                 0.001468078 
                 NM_016292 
                 160736 
                 0.002056 
               
               
                   
                 NM_015062 
                 20647 
                 0.000190585 
                 NM_005103 
                 360343 
                 0.002618 
               
               
                   
                 NM_014669 
                 50164 
                 0.001351738 
                 NM_015959 
                 380315 
                 0.00329 
               
               
                   
                 NM_006369 
                 50240 
                 0.003857416 
                 NM_015953 
                 380685 
                 0.001852 
               
               
                   
                 NM_001261 
                 60468 
                 0.003923877 
                 NM_012212 
                 430100 
                 0.000976 
               
               
                   
                 NM_003626 
                 110576 
                 0.003117196 
                 NM_002348 
                 450037 
                 0.000351 
               
               
                   
                 NM_052901 
                 130113 
                 0.002066823 
                 NM_021872 
                 460754 
                 0.003626 
               
               
                   
                 NM_006567 
                 130403 
                 0.001646811 
                 NM_018715 
                 510450 
                 0.000153 
               
               
                   
                 NM_021078 
                 130451 
                 0.000793685 
                 NM_000155 
                 520332 
                 0.000379 
               
               
                   
                 NM_139250 
                 130605 
                 0.001562215 
                 NM_002129 
                 610563 
                 0.001672 
               
               
                   
                 NM_022136 
                 150632 
                 0.001427127 
                 NM_002896 
                 620722 
                 0.001524 
               
               
                   
                 XM_932547 
                 160121 
                 0.003230739 
                 CF619198 
                 650014 
                 0.002171 
               
               
                   
                 NM_182898 
                 160132 
                 0.000212857 
                 NM_000896 
                 650164 
                 4.19E−05 
               
               
                   
                 NM_005804 
                 160240 
                 0.001722955 
                 CR596519 
                 670041 
                 0.000321 
               
               
                   
                 NM_012426 
                 160682 
                 0.000377309 
                 NM_182830 
                 670376 
                 0.002133 
               
               
                   
                 NM_016292 
                 160736 
                 9.71E−05 
                 NM_025113 
                 730632 
                 0.002211 
               
               
                   
                 NM_000902 
                 240608 
                 0.002095034 
                 NM_016524 
                 730725 
                 0.002201 
               
               
                   
                 XM_933693 
                 270768 
                 0.002664127 
                 XR_015582 
                 770452 
                 0.000289 
               
               
                   
                 NM_213674 
                 290452 
                 0.00284241 
                 XM_374110 
                 780437 
                 0.00265 
               
               
                   
                 NM_206831 
                 360187 
                 0.003980793 
                 NM_006427 
                 830754 
                 0.00347 
               
               
                   
                 NM_005103 
                 360343 
                 0.002573069 
                 NM_199337 
                 840730 
                 0.003185 
               
               
                   
                 NM_022830 
                 360402 
                 0.00285291 
                 XM_939144 
                 940706 
                 0.001055 
               
               
                   
                 NM_015959 
                 380315 
                 0.002217679 
                 NM_014358 
                 940754 
                 0.003562 
               
               
                   
                 NM_003971 
                 380541 
                 0.002112128 
                 NM_021209 
                 1030041 
                 0.003968 
               
               
                   
                 NM_015953 
                 380685 
                 0.000244442 
                 NM_004927 
                 1030692 
                 0.002517 
               
               
                   
                 NM_012212 
                 430100 
                 0.001930872 
                 AF272739 
                 1050128 
                 8.83E−05 
               
               
                   
                 NM_002348 
                 450037 
                 0.000158029 
                 NM_015292 
                 1110215 
                 0.000717 
               
               
                   
                 NM_016025 
                 460142 
                 0.000869014 
                 BC041984 
                 1110358 
                 0.001264 
               
               
                   
                 NM_021872 
                 460754 
                 0.000351103 
                 NM_003793 
                 1110538 
                 0.001911 
               
               
                   
                 NM_018715 
                 510450 
                 5.75E−05 
                 NM_006720 
                 1110575 
                 0.002971 
               
               
                   
                 AK130294 
                 520154 
                 0.001648963 
                 NM_000878 
                 1170307 
                 0.003196 
               
               
                   
                 NM_000155 
                 520332 
                 2.00E−05 
                 NM_000887 
                 1240603 
                 0.000605 
               
               
                   
                 NM_020448 
                 520360 
                 0.002502797 
                 NM_006066 
                 1300768 
                 0.003304 
               
               
                   
                 NM_003960 
                 520564 
                 0.003828033 
                 NM_000578 
                 1430292 
                 0.00066 
               
               
                   
                 NM_005134 
                 610408 
                 0.001924456 
                 NM_007199 
                 1430762 
                 0.002269 
               
               
                   
                 NM_015074 
                 610465 
                 0.003320585 
                 NM_001716 
                 1440291 
                 0.002699 
               
               
                   
                 NM_002129 
                 610563 
                 0.000424355 
                 NM_003343 
                 1440382 
                 0.0011 
               
               
                   
                 NM_004928 
                 610653 
                 0.001533302 
                 NM_002080 
                 1440546 
                 0.003555 
               
               
                   
                 NM_002896 
                 620722 
                 0.000360725 
                 NM_016408 
                 1440601 
                 0.003167 
               
               
                   
                 CF619198 
                 650014 
                 0.002371917 
                 NM_006306 
                 1500040 
                 0.002117 
               
               
                   
                 NM_000896 
                 650164 
                 2.29E−05 
                 NM_015039 
                 1580348 
                 0.000316 
               
               
                   
                 BQ185068 
                 650343 
                 0.001601603 
                 BX101820 
                 1690504 
                 0.00269 
               
               
                   
                 NM_000485 
                 650358 
                 0.002431797 
                 NM_002405 
                 1710286 
                 0.003796 
               
               
                   
                 NM_002727 
                 650541 
                 0.00256916 
                 NM_018285 
                 1780348 
                 0.001088 
               
               
                   
                 NM_006243 
                 650767 
                 0.003445231 
                 NM_001099786 
                 1820598 
                 0.000518 
               
               
                   
                 CR596519 
                 670041 
                 5.24E−05 
                 NM_024108 
                 1980424 
                 0.002434 
               
               
                   
                 XM_929135 
                 670358 
                 0.002159668 
                 NM_012395 
                 2000390 
                 0.001032 
               
               
                   
                 NM_182830 
                 670376 
                 0.000701309 
                 XM_936353 
                 2030544 
                 0.000513 
               
               
                   
                 NM_001517 
                 730543 
                 0.001256629 
                 NM_032138 
                 2030747 
                 0.003673 
               
               
                   
                 NM_025113 
                 730632 
                 0.001199479 
                 NM_004226 
                 2100035 
                 0.001599 
               
               
                   
                 NM_016524 
                 730725 
                 0.001021834 
                 NM_198196 
                 2100333 
                 0.003285 
               
               
                   
                 XR_015582 
                 770452 
                 0.002133647 
                 NM_014738 
                 2190673 
                 0.002535 
               
               
                   
                 NM_001398 
                 770458 
                 0.00329774 
                 NM_005356 
                 2230661 
                 0.003517 
               
               
                   
                 NM_017726 
                 780332 
                 0.001404204 
                 XM_935843 
                 2260446 
                 0.000632 
               
               
                   
                 XM_374110 
                 780437 
                 0.001676896 
                 NM_007115 
                 2370524 
                 2.66E−05 
               
               
                   
                 NM_002965 
                 830400 
                 0.002022781 
                 AI217168 
                 2450039 
                 0.003395 
               
               
                   
                 NM_006427 
                 830754 
                 0.000392179 
                 BX096685 
                 2450343 
                 0.001304 
               
               
                   
                 NM_003329 
                 830762 
                 0.001848461 
                 T03068 
                 2450497 
                 9.16E−05 
               
               
                   
                 CA429313 
                 840139 
                 0.003553969 
                 NM_181803 
                 2450603 
                 0.002804 
               
               
                   
                 NM_199337 
                 840730 
                 0.000683848 
                 NM_006031 
                 2480082 
                 0.003595 
               
               
                   
                 NM_012198 
                 940348 
                 0.002519579 
                 AW578902 
                 2510324 
                 0.002784 
               
               
                   
                 NM_001013706 
                 940450 
                 0.002877982 
                 NM_031412 
                 2630154 
                 0.000461 
               
               
                   
                 XM_939144 
                 940706 
                 0.001223214 
                 NM_003528 
                 2630451 
                 0.000164 
               
               
                   
                 NM_014358 
                 940754 
                 0.002819739 
                 NM_025153 
                 2630484 
                 5.73E−06 
               
               
                   
                 NM_020131 
                 990224 
                 0.002018907 
                 NM_005980 
                 2640609 
                 0.001492 
               
               
                   
                 NM_015380 
                 990273 
                 0.00089638 
                 NM_020698 
                 2650152 
                 0.002638 
               
               
                   
                 NM_173608 
                 1010220 
                 0.002887273 
                 NM_019111 
                 2680370 
                 0.001629 
               
               
                   
                 NM_004104 
                 1010398 
                 0.002174163 
                 NM_001014838 
                 2690609 
                 0.001107 
               
               
                   
                 NM_021209 
                 1030041 
                 0.003497215 
                 NM_003707 
                 2750408 
                 0.003834 
               
               
                   
                 NM_004927 
                 1030692 
                 0.001364208 
                 NM_001414 
                 2760563 
                 0.001875 
               
               
                   
                 AF272739 
                 1050128 
                 0.000316207 
                 XM_942926 
                 2810674 
                 0.003207 
               
               
                   
                 NM_006608 
                 1070189 
                 0.002798716 
                 NM_001384 
                 2900524 
                 0.003026 
               
               
                   
                 NM_153611 
                 1090048 
                 0.001324233 
                 NM_031488 
                 3120301 
                 0.000356 
               
               
                   
                 NM_015292 
                 1110215 
                 5.97E−05 
                 NM_017905 
                 3130091 
                 0.002024 
               
               
                   
                 BC041984 
                 1110358 
                 0.00154051 
                 NM_016230 
                 3140039 
                 0.00388 
               
               
                   
                 NM_003793 
                 1110538 
                 0.002859599 
                 NM_006767 
                 3140093 
                 0.00326 
               
               
                   
                 NM_006720 
                 1110575 
                 0.000394092 
                 NM_020925 
                 3140142 
                 0.00138 
               
               
                   
                 NM_000878 
                 1170307 
                 0.002665715 
                 NM_033111 
                 3140246 
                 0.002118 
               
               
                   
                 NM_006576 
                 1240070 
                 0.003339107 
                 NM_015710 
                 3170092 
                 0.003409 
               
               
                   
                 NM_000887 
                 1240603 
                 0.000240702 
                 NM_014941 
                 3360364 
                 0.000257 
               
               
                   
                 NM_021105 
                 1260228 
                 0.000288576 
                 NM_020808 
                 3370605 
                 0.002304 
               
               
                   
                 NM_006066 
                 1300768 
                 0.001774136 
                 NM_000884 
                 3400504 
                 0.002402 
               
               
                   
                 XM_377476 
                 1340338 
                 0.001861988 
                 NM_015288 
                 3420735 
                 0.002842 
               
               
                   
                 NM_001039708 
                 1340731 
                 0.001308961 
                 XM_001126287 
                 3440040 
                 0.001018 
               
               
                   
                 NM_004716 
                 1400270 
                 0.001345235 
                 NM_012110 
                 3440431 
                 0.002375 
               
               
                   
                 NM_016286 
                 1410369 
                 0.000395447 
                 NM_139244 
                 3460189 
                 0.000544 
               
               
                   
                 NM_001040034 
                 1430133 
                 0.002779732 
                 NM_003137 
                 3460674 
                 0.000329 
               
               
                   
                 NM_000578 
                 1430292 
                 0.000337807 
                 NM_003707 
                 3520082 
                 0.000548 
               
               
                   
                 NM_004629 
                 1430451 
                 0.001401848 
                 NM_213566 
                 3520192 
                 0.000494 
               
               
                   
                 NM_007199 
                 1430762 
                 0.00110173 
                 NM_005476 
                 3610504 
                 0.00042 
               
               
                   
                 NM_001716 
                 1440291 
                 0.000503419 
                 NM_020531 
                 3610634 
                 0.00369 
               
               
                   
                 NM_003343 
                 1440382 
                 0.00157486 
                 XM_932678 
                 3800253 
                 0.003845 
               
               
                   
                 NM_020230 
                 1440487 
                 0.003475252 
                 NM_000648 
                 3800270 
                 0.000658 
               
               
                   
                 NM_002080 
                 1440546 
                 0.000463339 
                 XM_930898 
                 3830390 
                 9.69E−05 
               
               
                   
                 NM_016408 
                 1440601 
                 0.001613449 
                 NM_004092 
                 3840022 
                 0.003104 
               
               
                   
                 AW519230 
                 1440717 
                 0.002048199 
                 CF887308 
                 3940020 
                 0.003859 
               
               
                   
                 NM_198578 
                 1450523 
                 0.002261241 
                 NM_005225 
                 3940338 
                 0.002976 
               
               
                   
                 CA314866 
                 1470541 
                 0.003163582 
                 XM_940524 
                 3940368 
                 0.000574 
               
               
                   
                 NM_006306 
                 1500040 
                 0.001726778 
                 XM_496059 
                 3990465 
                 0.001402 
               
               
                   
                 NM_003855 
                 1500328 
                 0.003175803 
                 X00437 
                 3990639 
                 0.000503 
               
               
                   
                 NM_000314 
                 1500717 
                 0.000587475 
                 NM_015054 
                 4060056 
                 0.003913 
               
               
                   
                 NM_015039 
                 1580348 
                 0.000204546 
                 NM_022827 
                 4120133 
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                 NM_018079 
                 5080056 
                 0.002244797 
               
               
                   
                 NM_015702 
                 5090204 
                 0.000530347 
               
               
                   
                 NM_019082 
                 5090315 
                 0.003879352 
               
               
                   
                 NM_003559 
                 5090477 
                 0.002426536 
               
               
                   
                 NM_007355 
                 5130082 
                 0.000507106 
               
               
                   
                 NM_001001998 
                 5130142 
                 0.00324581 
               
               
                   
                 NM_003853 
                 5130475 
                 0.001892525 
               
               
                   
                 NM_003221 
                 5130553 
                 0.003758113 
               
               
                   
                 BU587445 
                 5130747 
                 0.002848837 
               
               
                   
                 NM_005902 
                 5130767 
                 0.001239305 
               
               
                   
                 CD693563 
                 5260184 
                 0.003778182 
               
               
                   
                 CD243631 
                 5270450 
                 0.003378173 
               
               
                   
                 NM_000075 
                 5270500 
                 0.000777457 
               
               
                   
                 NM_032312 
                 5290289 
                 0.000171985 
               
               
                   
                 NM_022730 
                 5310050 
                 0.000698859 
               
               
                   
                 NM_001033667 
                 5310136 
                 0.00070147 
               
               
                   
                 BM967229 
                 5310491 
                 0.003690525 
               
               
                   
                 NM_012387 
                 5310653 
                 0.001724346 
               
               
                   
                 NM_001007239 
                 5310754 
                 0.000720299 
               
               
                   
                 AW137762 
                 5360605 
                 0.002613326 
               
               
                   
                 NM_178232 
                 5360674 
                 0.002347543 
               
               
                   
                 NM_015713 
                 5390100 
                 0.001513478 
               
               
                   
                 NM_003906 
                 5390131 
                 0.000534436 
               
               
                   
                 NM_006321 
                 5390669 
                 0.000373269 
               
               
                   
                 NM_000852 
                 5420538 
                 0.003424397 
               
               
                   
                 NM_001001998 
                 5490142 
                 0.001318278 
               
               
                   
                 BX113537 
                 5550270 
                 0.000602119 
               
               
                   
                 NM_152272 
                 5550746 
                 0.000390033 
               
               
                   
                 NM_015374 
                 5570750 
                 0.002013191 
               
               
                   
                 NM_145641 
                 5670274 
                 0.002947167 
               
               
                   
                 NM_005500 
                 5690008 
                 0.002641662 
               
               
                   
                 NM_013270 
                 5690037 
                 1.52E−05 
               
               
                   
                 NM_002923 
                 5690500 
                 0.001875206 
               
               
                   
                 NM_015295 
                 5700136 
                 0.003952799 
               
               
                   
                 NM_032118 
                 5700403 
                 0.000288965 
               
               
                   
                 NM_152781 
                 5720241 
                 0.002672592 
               
               
                   
                 NM_173791 
                 5720398 
                 0.000248591 
               
               
                   
                 NM_004585 
                 5720458 
                 0.00115038 
               
               
                   
                 NM_002808 
                 5720497 
                 0.003488212 
               
               
                   
                 NM_006496 
                 5810598 
                 0.002808295 
               
               
                   
                 AK124463 
                 5820193 
                 0.003209454 
               
               
                   
                 NM_017570 
                 5820348 
                 0.002081433 
               
               
                   
                 NM_003517 
                 5860075 
                 0.003754375 
               
               
                   
                 BU733214 
                 5860196 
                 0.000364513 
               
               
                   
                 NM_021052 
                 5860400 
                 0.002190221 
               
               
                   
                 BM974838 
                 5870300 
                 0.001445267 
               
               
                   
                 NM_004688 
                 5870673 
                 0.002373528 
               
               
                   
                 NM_014141 
                 5890273 
                 0.00324783 
               
               
                   
                 NM_001628 
                 5890327 
                 0.001535147 
               
               
                   
                 NM_139346 
                 5890333 
                 0.00225591 
               
               
                   
                 BF515836 
                 5890367 
                 0.002109692 
               
               
                   
                 NM_012257 
                 5890494 
                 0.001864531 
               
               
                   
                 NM_006082 
                 5900156 
                 0.000375351 
               
               
                   
                 NM_005548 
                 5900414 
                 0.001907528 
               
               
                   
                 NM_178510 
                 5910091 
                 0.000845559 
               
               
                   
                 XM_001131964 
                 5910343 
                 0.003184919 
               
               
                   
                 NM_170699 
                 5960035 
                 0.000747224 
               
               
                   
                 BC042086 
                 5960041 
                 0.002811752 
               
               
                   
                 NM_198155 
                 5960301 
                 0.003718535 
               
               
                   
                 BX106383 
                 5960605 
                 0.003070225 
               
               
                   
                 NM_014230 
                 6020402 
                 0.000851431 
               
               
                   
                 NM_024923 
                 6020500 
                 0.000973997 
               
               
                   
                 NM_032839 
                 6020575 
                 0.0020313 
               
               
                   
                 NM_024586 
                 6020685 
                 0.003956754 
               
               
                   
                 NM_007255 
                 6100220 
                 0.00044726 
               
               
                   
                 NM_005384 
                 6100228 
                 0.003034655 
               
               
                   
                 NM_144666 
                 6110142 
                 0.003236599 
               
               
                   
                 NM_173855 
                 6110228 
                 0.001661001 
               
               
                   
                 NM_003645 
                 6110328 
                 0.001511842 
               
               
                   
                 XM_931928 
                 6110537 
                 0.000299892 
               
               
                   
                 NM_004044 
                 6110768 
                 4.01E−05 
               
               
                   
                 NM_015645 
                 6200537 
                 0.001302971 
               
               
                   
                 NM_032376 
                 6200746 
                 0.002230955 
               
               
                   
                 NM_152371 
                 6250338 
                 0.003724521 
               
               
                   
                 BX509313 
                 6250446 
                 0.003448153 
               
               
                   
                 NM_005968 
                 6270021 
                 0.001086758 
               
               
                   
                 NM_000074 
                 6270128 
                 0.000192081 
               
               
                   
                 XM_373742 
                 6270215 
                 0.001519125 
               
               
                   
                 NM_015044 
                 6270364 
                 0.00160149 
               
               
                   
                 XM_926048 
                 6270630 
                 0.003286242 
               
               
                   
                 NM_145043 
                 6280168 
                 0.000975169 
               
               
                   
                 NM_002964 
                 6280576 
                 0.003250053 
               
               
                   
                 NM_001039508 
                 6280754 
                 0.000581847 
               
               
                   
                 NM_182776 
                 6290239 
                 0.001296353 
               
               
                   
                 NM_003755 
                 6290431 
                 0.000523562 
               
               
                   
                 XM_936128 
                 6290561 
                 0.000249876 
               
               
                   
                 NM_021729 
                 6330634 
                 0.001548462 
               
               
                   
                 NM_005176 
                 6350360 
                 0.002665168 
               
               
                   
                 NM_002704 
                 6350364 
                 0.000588169 
               
               
                   
                 XM_001133111 
                 6370463 
                 0.003426341 
               
               
                   
                 NM_033301 
                 6380148 
                 0.001271429 
               
               
                   
                 NM_033416 
                 6380598 
                 0.000273072 
               
               
                   
                 NM_006242 
                 6400064 
                 0.002831603 
               
               
                   
                 XM_937796 
                 6420079 
                 0.003830659 
               
               
                   
                 XM_941861 
                 6420364 
                 0.002694945 
               
               
                   
                 AK128384 
                 6420541 
                 0.001626681 
               
               
                   
                 NM_001005332 
                 6480170 
                 0.000830344 
               
               
                   
                 NM_025150 
                 6480328 
                 0.002432027 
               
               
                   
                 NM_033554 
                 6480500 
                 0.000219146 
               
               
                   
                 XM_942392 
                 6520333 
                 0.002214859 
               
               
                   
                 XR_018793 
                 6550142 
                 0.000948425 
               
               
                   
                 NM_001040273 
                 6550762 
                 0.000957827 
               
               
                   
                 NM_006164 
                 6580075 
                 0.001078714 
               
               
                   
                 NM_024619 
                 6590386 
                 5.24E−05 
               
               
                   
                 NM_001007224 
                 6590523 
                 0.000585053 
               
               
                   
                 NM_001098522 
                 6620674 
                 0.003280444 
               
               
                   
                 NM_016057 
                 6650403 
                 0.003327506 
               
               
                   
                 CB066794 
                 6650482 
                 0.0035975 
               
               
                   
                 NM_176880 
                 6650541 
                 0.001086482 
               
               
                   
                 CA424950 
                 6650576 
                 0.002264901 
               
               
                   
                 BG217842 
                 6660056 
                 0.002557216 
               
               
                   
                 NM_170738 
                 6660471 
                 0.002504976 
               
               
                   
                 NM_144779 
                 6760487 
                 0.003961723 
               
               
                   
                 NM_002513 
                 6770142 
                 0.002174419 
               
               
                   
                 NM_006825 
                 6770348 
                 0.002982567 
               
               
                   
                 NR_003141 
                 6840162 
                 0.003273231 
               
               
                   
                 AA576740 
                 6840408 
                 0.001433899 
               
               
                   
                 NM_015540 
                 6860243 
                 0.001782592 
               
               
                   
                 NM_004964 
                 6940242 
                 0.000665532 
               
               
                   
                 M97723 
                 6940246 
                 0.001381266 
               
               
                   
                 NM_020739 
                 6960707 
                 0.003629462 
               
               
                   
                 NM_018384 
                 6960746 
                 5.22E−05 
               
               
                   
                 NM_004776 
                 6980070 
                 0.000266672 
               
               
                   
                 BI915661 
                 6980274 
                 0.001185832 
               
               
                   
                 NM_178839 
                 6980609 
                 0.000512619 
               
               
                   
                 NM_138576 
                 7000133 
                 0.000740281 
               
               
                   
                 NM_025263 
                 7000408 
                 0.000816131 
               
               
                   
                 NM_017773 
                 7000768 
                 0.000646156 
               
               
                   
                 NM_182476 
                 7050543 
                 0.000184808 
               
               
                   
                 NM_078483 
                 7100136 
                 0.000534399 
               
               
                   
                 NM_017481 
                 7100392 
                 0.001066642 
               
               
                   
                 NM_004623 
                 7100504 
                 0.003389243 
               
               
                   
                 NM_006429 
                 7150017 
                 0.000296967 
               
               
                   
                 NM_014165 
                 7150601 
                 0.003091321 
               
               
                   
                 NM_006901 
                 7150634 
                 0.000149288 
               
               
                   
                 NM_199184 
                 7160164 
                 0.000694721 
               
               
                   
                 NM_014976 
                 7160296 
                 0.000427807 
               
               
                   
                 NM_022897 
                 7160554 
                 0.001213173 
               
               
                   
                 NM_023079 
                 7160767 
                 0.003879834 
               
               
                   
                 NM_016623 
                 7200309 
                 0.001773618 
               
               
                   
                 NM_014290 
                 7200682 
                 0.002665113 
               
               
                   
                 NM_020706 
                 7320273 
                 0.003344678 
               
               
                   
                 NM_003757 
                 7320576 
                 0.000763179 
               
               
                   
                 NM_002566 
                 7330487 
                 0.000974266 
               
               
                   
                 NM_174856 
                 7380170 
                 0.002502096 
               
               
                   
                 NM_007167 
                 7380274 
                 0.002577653 
               
               
                   
                 NM_016237 
                 7380288 
                 0.000208665 
               
               
                   
                 NM_021805 
                 7380328 
                 0.001162491 
               
               
                   
                 NM_005787 
                 7380347 
                 0.003780243 
               
               
                   
                 NM_024850 
                 7380440 
                 0.000888724 
               
               
                   
                 NM_199176 
                 7380736 
                 0.002901909 
               
               
                   
                 NM_001923 
                 7400121 
                 0.002348098 
               
               
                   
                 NM_000488 
                 7400240 
                 0.002065936 
               
               
                   
                 NM_001037161 
                 7510224 
                 0.002565068 
               
               
                   
                 NM_001152 
                 7550537 
                 9.37E−05 
               
               
                   
                 NM_006537 
                 7570112 
                 0.00303031 
               
               
                   
                 NM_032717 
                 7610546 
                 0.001864573 
               
               
                   
                 NM_024422 
                 7650025 
                 0.000910298 
               
               
                   
                 NM_024681 
                 7650605 
                 0.000419543 
               
               
                   
                   
               
            
           
           
               
               
               
               
               
            
               
                   
                 List 50 
                   
                 List 51 
                   
               
            
           
           
               
               
               
               
            
               
                   
                 AUC 
                  0.87 
                  0.81 
               
               
                   
                 Number of Transcripts 
                 436 
                 597 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                 Acc.-No. 
                 Probe ID 
                 p-Value 
                 Acc.-No. 
                 Probe ID 
                 p-Value 
               
               
                   
                   
               
               
                   
                 NM_000574 
                 10025 
                 0.004739 
                 NM_000574 
                 10025 
                 0.001655 
               
               
                   
                 NM_177972 
                 10142 
                 0.001456 
                 NM_022736 
                 10086 
                 0.002912 
               
               
                   
                 NM_001031717 
                 10338 
                 0.002688 
                 XM_931749 
                 10110 
                 0.002224 
               
               
                   
                 NM_023003 
                 10541 
                 0.001509 
                 NM_177972 
                 10142 
                 0.001018 
               
               
                   
                 NM_006152 
                 20553 
                 0.002204 
                 NM_005621 
                 10279 
                 0.000319 
               
               
                   
                 NM_015062 
                 20647 
                 0.001282 
                 NM_001031717 
                 10338 
                 0.001964 
               
               
                   
                 NM_004411 
                 50168 
                 0.003444 
                 NM_023003 
                 10541 
                 0.000152 
               
               
                   
                 NM_006369 
                 50240 
                 0.002043 
                 NM_145799 
                 20154 
                 0.001891 
               
               
                   
                 NR_002196 
                 50347 
                 0.001049 
                 NM_206967 
                 20224 
                 0.000148 
               
               
                   
                 NM_001005920 
                 60328 
                 0.001591 
                 NM_006152 
                 20553 
                 0.001468 
               
               
                   
                 NM_001261 
                 60468 
                 0.003793 
                 NM_015062 
                 20647 
                 0.000191 
               
               
                   
                 NM_052901 
                 130113 
                 0.004493 
                 NM_014669 
                 50164 
                 0.001352 
               
               
                   
                 NM_006567 
                 130403 
                 0.001951 
                 NM_006369 
                 50240 
                 0.003857 
               
               
                   
                 NM_021078 
                 130451 
                 0.003205 
                 NM_001261 
                 60468 
                 0.003924 
               
               
                   
                 NM_022136 
                 150632 
                 0.002125 
                 NM_003626 
                 110576 
                 0.003117 
               
               
                   
                 NM_182898 
                 160132 
                 0.000251 
                 NM_052901 
                 130113 
                 0.002067 
               
               
                   
                 NM_012426 
                 160682 
                 0.001499 
                 NM_006567 
                 130403 
                 0.001647 
               
               
                   
                 NM_016292 
                 160736 
                 0.001811 
                 NM_021078 
                 130451 
                 0.000794 
               
               
                   
                 BM981444 
                 240653 
                 0.002952 
                 NM_139250 
                 130605 
                 0.001562 
               
               
                   
                 NM_013378 
                 360066 
                 0.002782 
                 NM_022136 
                 150632 
                 0.001427 
               
               
                   
                 NM_018382 
                 360168 
                 0.004714 
                 XM_932547 
                 160121 
                 0.003231 
               
               
                   
                 NM_005103 
                 360343 
                 0.002696 
                 NM_182898 
                 160132 
                 0.000213 
               
               
                   
                 NM_022830 
                 360402 
                 0.003526 
                 NM_005804 
                 160240 
                 0.001723 
               
               
                   
                 NM_016120 
                 360450 
                 0.004653 
                 NM_006392 
                 160279 
                 0.004391 
               
               
                   
                 NM_003971 
                 380541 
                 0.004902 
                 NM_012426 
                 160682 
                 0.000377 
               
               
                   
                 NM_015953 
                 380685 
                 0.003827 
                 NM_016292 
                 160736 
                 9.71E−05 
               
               
                   
                 XM_929457 
                 380762 
                 0.002276 
                 NM_000902 
                 240608 
                 0.002095 
               
               
                   
                 NM_002348 
                 450037 
                 0.000325 
                 NM_014767 
                 270341 
                 0.004498 
               
               
                   
                 NM_194260 
                 460273 
                 0.0003 
                 XM_933693 
                 270768 
                 0.002664 
               
               
                   
                 NM_004424 
                 460326 
                 0.004378 
                 NM_213674 
                 290452 
                 0.002842 
               
               
                   
                 NM_021872 
                 460754 
                 0.001971 
                 NM_006433 
                 290743 
                 0.004807 
               
               
                   
                 NM_018715 
                 510450 
                 9.61E−05 
                 NM_013378 
                 360066 
                 0.004706 
               
               
                   
                 NM_000155 
                 520332 
                 0.000228 
                 NM_206831 
                 360187 
                 0.003981 
               
               
                   
                 NM_020448 
                 520360 
                 0.004462 
                 NM_005103 
                 360343 
                 0.002573 
               
               
                   
                 NM_012229 
                 520647 
                 0.004717 
                 NM_181704 
                 360392 
                 0.004822 
               
               
                   
                 NM_016616 
                 580050 
                 0.00182 
                 NM_022830 
                 360402 
                 0.002853 
               
               
                   
                 NM_024677 
                 610068 
                 0.00404 
                 NM_015959 
                 380315 
                 0.002218 
               
               
                   
                 NM_015074 
                 610465 
                 0.003167 
                 NM_003971 
                 380541 
                 0.002112 
               
               
                   
                 NM_002129 
                 610563 
                 0.000746 
                 NM_015953 
                 380685 
                 0.000244 
               
               
                   
                 NM_004928 
                 610653 
                 0.002308 
                 NM_012212 
                 430100 
                 0.001931 
               
               
                   
                 NM_002896 
                 620722 
                 0.001368 
                 NM_002348 
                 450037 
                 0.000158 
               
               
                   
                 NM_000896 
                 650164 
                 0.000219 
                 NM_016025 
                 460142 
                 0.000869 
               
               
                   
                 NM_002727 
                 650541 
                 0.002564 
                 NM_021872 
                 460754 
                 0.000351 
               
               
                   
                 NM_006243 
                 650767 
                 0.003306 
                 NM_018715 
                 510450 
                 5.75E−05 
               
               
                   
                 CR596519 
                 670041 
                 0.000556 
                 AK130294 
                 520154 
                 0.001649 
               
               
                   
                 NM_182830 
                 670376 
                 0.00478 
                 NM_000155 
                 520332 
                 2.00E−05 
               
               
                   
                 NM_001517 
                 730543 
                 0.00241 
                 NM_020448 
                 520360 
                 0.002503 
               
               
                   
                 NM_016524 
                 730725 
                 0.00196 
                 NM_003960 
                 520564 
                 0.003828 
               
               
                   
                 XR_015582 
                 770452 
                 0.001367 
                 NM_012229 
                 520647 
                 0.004436 
               
               
                   
                 NM_001398 
                 770458 
                 0.002653 
                 NM_016616 
                 580050 
                 0.004964 
               
               
                   
                 NM_002965 
                 830400 
                 0.003422 
                 NM_024677 
                 610068 
                 0.004321 
               
               
                   
                 CA429313 
                 840139 
                 0.002331 
                 NM_005134 
                 610408 
                 0.001924 
               
               
                   
                 NM_021090 
                 840564 
                 0.004677 
                 NM_015074 
                 610465 
                 0.003321 
               
               
                   
                 NM_199337 
                 840730 
                 0.001996 
                 NM_002129 
                 610563 
                 0.000424 
               
               
                   
                 NM_014873 
                 870403 
                 0.003279 
                 NM_004928 
                 610653 
                 0.001533 
               
               
                   
                 NM_014358 
                 940754 
                 0.003102 
                 NM_002896 
                 620722 
                 0.000361 
               
               
                   
                 NM_015380 
                 990273 
                 0.002688 
                 NM_003518 
                 630091 
                 0.004957 
               
               
                   
                 NM_012252 
                 990377 
                 0.001966 
                 NM_024662 
                 630768 
                 0.004708 
               
               
                   
                 NM_173608 
                 1010220 
                 0.003747 
                 CF619198 
                 650014 
                 0.002372 
               
               
                   
                 AA335815 
                 1010671 
                 0.002966 
                 NM_000896 
                 650164 
                 2.29E−05 
               
               
                   
                 NM_020803 
                 1010754 
                 0.004556 
                 BQ185068 
                 650343 
                 0.001602 
               
               
                   
                 NM_004927 
                 1030692 
                 0.004611 
                 NM_000485 
                 650358 
                 0.002432 
               
               
                   
                 AF272739 
                 1050128 
                 0.000586 
                 NM_002727 
                 650541 
                 0.002569 
               
               
                   
                 NM_198157 
                 1050360 
                 0.003341 
                 NM_006243 
                 650767 
                 0.003445 
               
               
                   
                 AW236020 
                 1070131 
                 0.003413 
                 CR596519 
                 670041 
                 5.24E−05 
               
               
                   
                 NM_006608 
                 1070189 
                 0.00296 
                 XM_929135 
                 670358 
                 0.00216 
               
               
                   
                 NM_024949 
                 1070348 
                 0.001835 
                 NM_182830 
                 670376 
                 0.000701 
               
               
                   
                 NM_207107 
                 1070377 
                 0.001853 
                 NM_001517 
                 730543 
                 0.001257 
               
               
                   
                 NM_153611 
                 1090048 
                 0.002929 
                 NM_025113 
                 730632 
                 0.001199 
               
               
                   
                 XM_930650 
                 1090102 
                 0.004048 
                 NM_016524 
                 730725 
                 0.001022 
               
               
                   
                 NM_016464 
                 1090139 
                 0.002779 
                 XR_015582 
                 770452 
                 0.002134 
               
               
                   
                 NM_015292 
                 1110215 
                 0.000501 
                 NM_001398 
                 770458 
                 0.003298 
               
               
                   
                 BC041984 
                 1110358 
                 0.002383 
                 NM_017726 
                 780332 
                 0.001404 
               
               
                   
                 BM679696 
                 1110537 
                 0.00371 
                 XM_374110 
                 780437 
                 0.001677 
               
               
                   
                 NM_003793 
                 1110538 
                 0.002744 
                 NM_002965 
                 830400 
                 0.002023 
               
               
                   
                 NM_006720 
                 1110575 
                 0.001923 
                 NM_006427 
                 830754 
                 0.000392 
               
               
                   
                 NM_000878 
                 1170307 
                 0.003781 
                 NM_003329 
                 830762 
                 0.001848 
               
               
                   
                 NM_006576 
                 1240070 
                 0.002371 
                 CA429313 
                 840139 
                 0.003554 
               
               
                   
                 NM_000887 
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