BACKGROUND
studies of global gene expression form an important component of a systems approach to understanding cellular function in normal and disease states.
although large-scale gene expression data serve to define the state of cellular systems  <cit> , the perspective provided by any study of this type is necessarily limited by the experimental methods employed for measuring gene expression.
for example, the transcriptome, defined as the entirety of all forms of rna transcribed from the genome, can be conceptually and empirically subdivided into multiple parts, according to subcellular location.
the methods used for studying the transcriptome can influence which subcellular compartments are included in subsequent analyses, and further, can determine what types of transcripts are included in the studies.
rna is transcribed first within the nucleus, wherein it is accumulated to a steady state; this steady state is evidently a complex function of the rates of synthesis, processing, degradation, and export to the cytoplasm of the individual mrnas  <cit> .
within the cytoplasm, the individual mrnas accumulate to different steady state levels, according to their rates of export and to their different fates, including translocation to specific subcellular locations  <cit> , translation on polyribosomes  <cit> , sequestration within localized organelles such as p bodies  <cit>  for storage and/or degradation mediated by microrna  and short-interfering rna   <cit> .
conceptually, the levels of cytoplasmic rnas, being located in the same compartment as the translational machinery, might be expected to correlate best with protein expression levels for proteins encoded within the nuclear genome.
the transcript levels within the nuclear compartment, on the other hand, since they comprise newly-transcribed rna albeit at much lower total amounts than the cytoplasm, might be expected to track most proximally the actively-transcribed portion of the chromatin, and therefore provide information concerning the most current transcriptional program for the cell.
empirically, nevertheless, global studies of gene expression, with few exceptions, employ rna samples that are whole-cell extracts, and therefore are heavily weighted toward the contribution provided by cytoplasmic rna.
recent studies have illustrated a number of pitfalls associated with using only one cellular rna source for transcriptome analysis.
cheng et al.
<cit>  used affymetrix tiling arrays to study both nuclear and cytoplasmic transcripts.
they found that cytoplasmic rna and nuclear rna contained different, yet overlapping, populations of transcripts.
many of these transcripts represented portions of the genome that were not previously recognized as being, or predicted to be, transcribed, and included numerous transcripts in antisense orientations.
further, many of the transcripts in both pools were found to lack polya sequences, which would preemptively remove them from any studies that use the polya sequence to identify mrna.
this study by cheng et al.
and similar ones  <cit> , coupled to the emerging importance of the regulatory activities of mirna and sirnas have considerably expanded our view of the transcriptome and of how it might function within the cell.
for example, in the cheng studies,  <dig> % of all rna transcripts were from unannotated, intergenic sequences, and 26% were intronic sequences.
they found that nuclear rna is especially rich in non-coding sequences, with 41% consisting of intergenic sequences and 25% intronic sequences.
they also  <cit>  determined that  <dig> % of cellular transcripts were found only in the nucleus.
many of these transcripts were intronic or intergenic, polya- sequences; others included small nucleolar rnas, alternative splicing forms, and primary transcripts for mirna .
pri-mirnas have been shown to reside almost entirely in the nucleus, where they initially are processed by the rnase drosha  <cit>  prior to being exported into the cytoplasm in the form of double-stranded rna .
in the cytoplasm, pre-mirna is processed further by the dicer rnase into small, single-stranded, mature mirnas  <cit> .
as we revise our view of the transcriptome, comparisons between nuclear and cytoplasmic rna clearly serve to expand our understanding of the expression and regulation of even the best-annotated genes.
our pursuit of the following experiments was generally motivated by the practical goal of evaluating the validity of using isolated nuclei as a source of transcripts for gene expression studies, but was also coupled to an interest in a more-detailed understanding of the transcriptome.
the interest in nuclear rna as a source of transcriptional information stems from the empirical difficulties encountered in performing global studies of gene expression in important mammalian cell types that are interspersed within complex tissues.
existing experimental strategies to isolate interesting cells in this category, such as the beta cells within the islets of langerhans, which comprise only 5% of pancreatic cells, require dissociation from the matrix tissue by digestion with proteolytic enzymes, and invoke some method of cell separation and purification specific to the beta cells.
the time and conditions required for processing the cells from tissue may severely compromise their gene expression programs.
we considered that these problems might be mitigated if isolated nuclei, rather than separated cells, were used for cell-type specific gene expression studies, since nuclei can be isolated relatively rapidly from tissue under conditions where new transcription is halted.
the basic approach is to tag nuclei in unique cell types with a fluorescent marker by the introduction of a fluorescent protein  expressing transgene, driven by a cell type-specific promoter  <cit> .
we and others have established that the green fluorescent protein  can be efficiently targeted to the nucleus by fusion to topogenic sequences  <cit> .
intact nuclei then can be separated by homogenization at 4°c, and fluorescence activated sorting   <cit> .
previous studies in plants have demonstrated the validity of this approach  <cit> .
to explore the suitability of using nuclear rna for global gene expression studies, we have compared global gene expression patterns derived from transcripts produced from nuclear and cytoplasmic extracts of the hepg <dig> human hepatoma cell line.
further, we have compared global gene expression patterns between transcripts from nuclear and total cellular extracts.
we used human genomic microarrays for these studies, which provide a broad survey of the annotated portions of the transcriptome.
since many of the uniquely nuclear forms of rna are not well represented on microarrays designed for gene expression, we also employed microarrays designed for analysis of mirna expression  <cit> .
we used them in a manner different from their designed purpose, by employing methods for transcript purification and amplification that exclude mature mirnas, but that include the larger primary transcripts for mirnas containing intact polya sequences.
our results indicate that global gene expression patterns based on microarray analyses are largely congruent for total, cytoplasmic, and nuclear rna samples extracted from hepg <dig> cells.
however, there were some significant differences between nuclear and cytoplasmic rna; for this comparison, the reported transcript concentrations differed significantly between the compartments for 3% of the transcripts represented on the microarrays.
analysis of the annotation of transcripts that were significantly different between the nuclear and cytoplasmic fractions suggests they may play important roles in the control of key processes within the cell.
a further finding from these experiments, that pri-mirna transcripts were largely concentrated in the nucleus, is consistent with previous findings that pri-mirna transcripts are processed in the nucleus prior to transport into the cytoplasm.
RESULTS
the hepg <dig> human hepatoma cell line was selected as a model system for transcript profiling within nuclear, cytoplasmic, and total rna fractions.
rna fractions were prepared from four different passages of cells that were approximately 80% confluent, to provide some biological variability.
following amplification, labeled rnas were hybridized to human genomic microarrays comprising 70-mer sense-strand array elements.
the same rna samples were also processed for hybridization using mirna-specific microarrays.
correlation plots of log median intensity values for nuclear, cytoplasmic, and total rna were compared for both the human genomic and mirna arrays .
the high correlation coefficients imply a high degree of technical reproducibility of the overall microarray platform, including the amplification step, and a lack of biological variation across different samples.
the greatest differences in transcript and mirna levels were observed within comparisons of nuclear and cytoplasmic fractions.
given that a majority of the total cell rna fraction comprises cytoplasmic rna, this is not surprising.
overall, smaller magnitude differences were seen within the comparisons using the mirna microarrays as compared to the genomic expression microarrays.
comparison of mrna isolated from cytoplasmic and nuclear compartments
for the transcripts represented on the human genomic arrays, we tabulated those that displayed consistent differential expression between the nuclear and cytoplasmic fractions, as determined by analysis of variance .
the criterion for significance was defined as a false discovery rate  less than or equal to  <dig>  .
the transcripts meeting this criterion, a total of  <dig>  out of the  <dig>  represented on the array, were divided into two classes, those expressed at higher levels in the nucleus , and those expressed at higher levels in the cytoplasm .
the magnitude of the enrichment of transcripts in the nuclear rna fraction relative to the cytoplasm ranged from  <dig>  fold to more than  <dig> fold, with  <dig> transcripts being more than  <dig> -fold higher, and  <dig> more than 2-fold.
for transcripts enriched in the cytoplasm relative to the nucleus, the range was from  <dig>  to 5-fold, with  <dig> transcripts being more than  <dig> -fold higher than in the nucleus, and  <dig> more than 2-fold.
after annotation of the transcripts that were enriched in the nucleus, the gene ontology distributions were analyzed using the gotoolbox  <cit> .
we searched for annotation classes that were overrepresented when compared to the human genome, as determined with a hypergeometric test, using the benjamini and hochberg correction to compensate for multiple testing  <cit> .
several annotation classes were overrepresented, including the go cell component term nucleus .
many of the biological processes that were overrepresented were associated with the nucleus , including the cell cycle, mitosis, and transcription.
other classes overrepresented for transcripts enriched in the nucleus were for membrane-associated proteins, particularly those integral to the plasma membrane and the golgi apparatus.
glycosyltransferases, which are generally membrane-associated proteins, also were overrepresented in the nuclear-enriched transcript fraction.
some go headings related to the nucleus were represented but not significantly overrepresented among the nuclear-enriched transcripts, including those encoding chromatin assembly factors, and rna processing enzymes.
finally, the class of transcripts associated with the ubiquitin cycle, discussed in more detail below, was also overrepresented in the list of nuclear-enriched transcripts.
when the transcripts that were enriched in the cytoplasm in comparison to the nucleus were analyzed, many of the same annotation classes found for nuclear-enriched transcripts were determined to be overrepresented in comparison to the whole genome, including the cell component 'nucleus' heading.
some of the overrepresented go biological process classes for the cytoplasm-enriched transcripts included cell cycle, mitosis, metabolism, dna repair, dna replication, chromatin assembly/disassembly, and rna processing.
the cytoplasm-enriched transcripts also had overrepresentation in the cell component classes of membrane-associated genes, including endoplasmic reticulum, plasma membrane, and golgi apparatus, as well as the classes mitochondrion, proteasomes, and response to stress.
other classes that were conspicuously represented but not enriched included the ubiquitin cycle, and transcription.
micro rna analysis
the same amplified rna samples used with the human genomic microarrays were reverse-transcribed and labeled, so that they could be used with the mirmax mirna microarrays, which consist of antisense, single stranded oligonucleotides representing  <dig> different mirnas  <cit> .
in these experiments, the rna forms that were amplified  <cit>  necessarily have a polya tail, and are large enough to be purified by the qiagen rneasy procedure, which enriches for rna greater than  <dig> nt in length.
mature mirna and pre-mirna, typically  <dig> nt and  <dig> nt in length respectively, are not purified or amplified efficiently under these conditions, but amplification of mirna primary transcripts does occur, as they are polyadenylated, and are typically several hundred to several thousand nucleotides in length  <cit> .
the fluorescence intensity data from scanning the mirmax arrays indicate that pri-mirna is detected in these samples.
many of the human pri-mirnas detected are for mirnas that have been previously identified in liver cells, such as let-7b, mir- <dig>  mir- <dig>  mir- <dig>  mir-122a, mir-125a, mir-125b, mir- <dig>  mir- <dig>  and mir- <dig>  <cit> .
human mir- <dig> has not been found in hepg <dig> cells previously, but our experiments do indicate that the primary transcript for mir- <dig> is present in our cultures  <cit> .
analysis of the mirna hybridization data by anova indicated differential mirna accumulation between the nuclear and cytoplasmic rna samples, at a fdr of less than  <dig> , for  <dig> of the mirna precursors.
the mirmax arrays are divided into subarrays that comprise probe sets for five species: human, mouse, rat, d. melanogaster, and c. elegans.
of the probes that showed significant differences,  <dig> were for non-human mirnas.
of these,  <dig> were exact duplicates of probes for known human mirnas, reflecting the high degree of cross-species conservation of some mirnas  <cit> .
in these cases, the probes for other species were technical replicates for the human mirna probes, and the corresponding data reflected this.
for example, hsa-mir-let7e had the highest nuclear to cytoplasmic ratio for human mirnas, at  <dig> , and the mouse and rat duplicates had ratios of  <dig>  and  <dig> , respectively.
some of the probes for other species may identify novel human mirnas; for example, the mouse probe for mir- <dig> is in the group showing significant differences, but no human homologue for this microrna has been identified.
the sequence for mouse mir- <dig> is found in the human genome.
in other cases, such as for mouse mir- <dig> or drosophila mir- <dig>  the probes are different from those used for the human homologues, but these mirnas have human counterparts  <cit> .
for mir- <dig>  the data for the human probes were very similar to the corresponding data for the mouse probes, but did not show significant differences in amounts between the nuclear and cytoplasmic rna samples.
for human mir- <dig>  the data did show significant differences.
for mir- <dig> and mir- <dig>  the probes for the non-human micrornas may be hybridizing to the human pri-mirnas, but because the probe sequences are not designed specifically for the human homologues, the hybridized targets could be different micrornas or other rna sequences.
our samples hybridized strongly with the probes for both mouse and rat probes for mir- <dig>  mir-292-5p, mir- <dig>  mir- <dig>  and mir- <dig>  only mouse mir- <dig> and rat mir- <dig> have a known human homologue, but there were no probes for the human mir- <dig> on this array.
the human mir- <dig> was discovered in a search for sequences homologous to the rat mir- <dig>  <cit> , but in our experiments, because the sequence is not identical to the sequence for the mouse or rat homologues, the rat and mouse probes may not have hybridized to a mir- <dig> primary transcript.
thus, each of the mirna precursors hybridized by mouse or rat mirna probes could potentially represent human homologues, but each must be examined on an individual basis to determine whether such homologues exist.
the list of  <dig> mirna probes that showed a significant difference between the nuclear and cytoplasmic fractions was reduced to  <dig> to eliminate some redundancies.
for the  <dig> probes, the log-ratio data comparing the mean, normalized intensities for nuclear to cytoplasmic, nuclear to total, and cytoplasmic to total rna fractions were subjected to cluster analysis .
most of the pri-mirnas formed two groups that both contained pri-mirnas more concentrated in the nucleus.
a much smaller group of pri-mirnas hybridized less intensely with the nuclear samples when compared to the cytoplasm and/or the total rna fractions, indicating a higher pri-mirna concentration for these in the cytoplasm.
one of the pri-mirna groups that was higher in the nucleus had only  <dig> members, but they showed particularly high nuclear to cytoplasm ratios for their intensities.
the only human mirna pri-mirna in this group was for let-7e, but the group also contained the probe for mouse mir- <dig>  the other two members, were hybridized to the probes for mouse mir-106a and mouse mir- <dig>  the corresponding human pri-mirnas fell into the larger group with high nuclear to cytoplasmic ratios.
discussion
the primary purpose of these experiments was to explore the suitability of using nuclear rna, as compared to total rna, or its predominant component, cytoplasmic rna, for studying global gene expression.
our interest in nuclear rna was based on two practical considerations: first that nuclei could be directly purified at 4°c from cellular homogenates using fluorescence-activated sorting  <cit> ; and second, that nuclei could be labeled through transgenic expression and targeting of fluorescent proteins within specific cell types  <cit> .
thus, combining high rna integrity with the ability to isolate genetic material in a cell-type specific manner provided a unique approach for studying gene expression in select cell types.
our previous studies  <cit> , which employed higher plants, served as the model for extending this approach to mammalian cells, with the aim of validating it and establishing its generality for multicellular eukaryotes.
evidently, global analyses of cytoplasmic rna transcripts appear more likely to reflect the patterns of protein biosynthesis at any particular time, whereas analyses of nuclear transcripts appear more likely to track the process of transcription.
it therefore was of interest to explore the global similarities and differences between the transcript populations in these two cellular locations, and for this purpose microarrays were employed.
two microarray platforms were available; in the first case, the oligonucleotide array elements represented annotated gene transcripts.
in the second case, the array elements represented micrornas.
to simplify the biological system, we employed human hepg <dig> cells growing in culture, which represent a relatively homogeneous population of cells.
evaluation using a bioanalyzer  indicated that we were able to prepare rna of excellent quality from the sorted hepg <dig> nuclei, and this rna was sufficient in quantity for microarray target preparation using one round of amplification.
microarray hybridization was highly reproducible, yielding a list of  <dig> transcripts for the human genome platform and  <dig> transcripts for the mirna platform, that were expressed at significantly different intensities in the nuclear and cytoplasmic rna fractions, based on a criterion of a false discovery rate of less than  <dig> .
considering first the analysis of annotated, protein-coding gene transcripts, we were able to demonstrate that nuclear rna hybridization patterns were very similar to those obtained using either total or cytoplasmic rna.
when transcripts of the nuclear and the cytoplasmic compartments were compared, only 3% of all transcripts were found at significantly different levels.
approximately-equal numbers of gene transcripts were enriched within and depleted from the nucleus .
this observation demonstrates that an analysis of nuclear transcripts can be used as an accurate gauge of the general global pattern of transcript regulation for a cell, and it validates an important step of the proposed strategy of employing flow sorting for enrichment of the nuclei of specific cell types, followed by nuclear transcript profiling  <cit> .
the observation that a small minority of the transcripts were significantly enriched in the nucleus or cytoplasm raises the question as to the biological purpose of this enrichment, and the related question as to how it might be achieved.
the demonstration of differential expression within two cell fractions is evidence for the relative purity of the nuclear fractions, and evidence that the segregation of transcripts is an important function for the cell.
the enrichment of some transcripts in the nucleus with respect to the cytoplasm may suggest that the rate of transcription for these genes is relatively high, and conversely, their rate of release to the cytosol low and/or their rate of degradation in the cytosol is high  <cit> .
enrichment of transcripts in the cytoplasm with respect to the nucleus could also imply that the stability of the transcripts is relatively high, and that their transcription rates are low.
other explanations for the selective enrichment of transcripts within one subcellular compartment could include the physical association of the rna with specific cellular structures.
for example, some mrnas, including those coding membrane proteins and glycoproteins, are associated by polyribosomal translation with the endoplasmic reticulum  membranes.
transcripts for proteins destined for various other endomembrane locations are also expected to be associated with the er.
since the er has functional continuity with the outer nuclear membrane, this could explain the enrichment of membrane protein transcripts with the nuclei  <cit> .
in that some of the proteins produced in the er are specifically targeted to the nucleus, this would explain the enrichment in the nuclear fractions of some of the transcripts for nuclear proteins  <cit> .
clues to the purpose of the spatial segregation of transcripts within the cell may be found in the annotational analysis of the nucleus-enriched and cytoplasm-enriched transcripts.
for example, the ontology categories that were overrepresented in the list of transcripts enriched in the nucleus included the cell cycle and the ubiquitin cycle.
both categories relate to rapid changes in the programming of the cell.
additionally, transitions of state associated with operation of the cell cycle require rapid changes in both the transcriptome and in the proteome, the latter being regulated by ubiquitination and protein degradation within proteasomes.
thus, the purpose of the spatial segregation of transcripts may be to regulate the activity of a functional pathway, by controlling which transcripts are expressed constitutively in the cytoplasm, and which ones are held in the nucleus away from the translational machinery.
the potential importance of regulation by separation of transcripts is illustrated in fig.
<dig>  which was created with the program osprey, a protein-interaction visualization tool  <cit> .
osprey was used to consider possible interactive relationships between the proteins coded by the genes that are enriched in either the nucleus or the cytoplasm.
the interactions identified by osprey are documented from experiments in vitro and in vivo, by yeast two-hybrid studies, and by affinity-capture mass spectrometry, all integrated into a single database, the biogrid  <cit> .
the network created using osprey  represents a small fraction of the  <dig> nucleus-enriched and  <dig> cytoplasm-enriched genes, but helps illustrate how the separation could be important to some regulatory pathways.
the network linked together some of the protein products of nucleus-enriched transcripts through a central ubiquitin-conjugating enzyme, ube2i .
including cytoplasm-enriched transcripts in the analysis enlarged the network to include both nuclear-enriched and cytoplasm-enriched transcripts.
the nuclear enriched transcripts represented in this linked pathway were related to apoptosis , the cell cycle , and the stress response .
the cytoplasm-enriched transcripts included three small ubiquitin modifiers , as well as other proteins related to dna repair , the cell cycle , and the stress response .
the network defined by osprey suggests that transcripts that are expressly segregated within the cell, the cytoplasm-enriched transcripts and the cytoplasm-depleted transcripts, encode proteins that may interact in regulating the closely-interrelated functions of the cell cycle, dna repair, the ubiquitin cycle, apoptosis, and the stress response.
at least one transcript that was retained in the nucleus  occupied a central position in this network linking together several other components.
a novel mechanism for the nuclear retention of transcripts has been previously proposed  <cit> .
prasanth et al.
demonstrated that the transcript for slc7a <dig>  a mouse cationic amino acid transporter, was normally localized to the nucleus.
after stress induction by treatment with α-amanitin, a large portion of the slc7a <dig> transcripts were redistributed into the cytoplasm.
further, they showed that retention was related to adenosine to inosine edits found in the 3'utr of the nuclear transcripts, and that cleavage of this edited portion was required for the translocation into the cytoplasm.
the adenosine to inosine edits were the result of the activity of a well-documented enzyme, adenosine deaminase, which acts on double-stranded rna, and was previously shown to cause the retention of viral rna in the nucleus  <cit> .
the proposed model for nuclear retention  <cit>  could explain the enrichment of transcripts in the nuclear fraction with respect to the cytoplasm observed in our studies.
prasanth et al.
<cit>  have proposed that the nuclear retention of the slc7a <dig> transcript is a component of the response of the cell to stress, and that more generally, nuclear retention of transcripts could be an important stress response mechanism.
in our experiments, we did not see a statistically significant overrepresentation of transcripts for the stress response in the nuclear-enriched transcripts, with an exception for the subcategory of stress-activated protein kinase signaling.
nonetheless, we found specific stress-related genes among our nuclear-enriched transcripts, including one for another cationic amino acid transporter important to the stress response, slc7a <dig>  <cit> .
we also found a significant presence of ubiquitin cycle components among the nuclear-enriched transcripts, the ubiquitin cycle being also important to the stress response  <cit> .
our data suggest a possible broader role for nuclear retention that includes other processes that require a rapid change in the cell program.
conclusive information as to whether the nuclear retention model is in play will require complete analysis of the sequences of 3'utrs of the transcripts enriched with respect to the cytoplasm.
adenosine to inosine edits can be detected by comparing multiple transcript sequences for the same gene, since the edited adenosines are represented as guanosines in cdna sequences.
in a search of all human transcripts available in genbank, levanon et al.
<cit>  found  <dig>  genes with variant transcripts that had adenosine to inosine edit sites.
92% of the edit sites were associated with alu repeats, which were also associated with the hairpin structures described in the 3'utr of slc7a <dig> transcripts  <cit> .
we compared our list of  <dig> nuclear-enriched transcripts to the list of transcripts identified by  <cit> .
of the  <dig> transcripts of our list having annotated gene names, which allowed cross-referencing between the two lists,  <dig>  also appeared in the list of transcripts containing adenosine to inosine editing sites  <cit> .
this supports the idea that some of the nuclear-enriched transcripts can be variants that are retained in the nucleus.
the other transcripts on our list of nuclear-enriched transcripts also may have adenosine to inosine editing sites, but these sites remain to be identified.
the nuclear retention model would best explain much of the spatial segregation of transcripts implied by our data.
localization of mrna may relate most directly to the regulation of some processes within the cell.
nuclear retention may hold transcripts aside, untranslated, until they are needed by the cell.
rapid release of the transcripts to the cytoplasm would allow fast expression of key proteins, for example, ube2i in the protein interaction network described above.
without this key protein, important ubiquitin-mediated pathways may be inactive, until the transcript for ube2i is released from the nucleus.
in terms of transcripts not destined for translation, such as ribosomal rna  and mirna, we would expect that nuclear rna would be enriched for primary or precursor forms of these transcripts.
the primary transcript of rrna contains both 18s and 28s rrna sequences.
processing of the transcript takes place in the nucleoli, where the individual rrna components are assembled into the ribosomes  <cit> .
mirna is processed in a more complex fashion, being produced first as a large, polyadenylated primary transcript , which is processed within the nucleus by the drosha ribonuclease into an intermediate precursor form , which is transported to the cytoplasm and then cleaved by the dicer rnase to the final, active mirna  <cit> .
very little of the full-length transcript ever reaches the cytoplasm  <cit> .
our data obtained using mirna-specific arrays confirmed that the levels of pri-mrnas were elevated within nuclear extracts when compared to the cytoplasm  <cit> .
the rna purification and amplification protocols that we employed limited our studies to the polyadenylated pri-mirna, and excluded consideration of mature mirna.
our data  indicated that the majority  of the pri-mirna transcripts were enriched in the nucleus.
a relatively small number of pri-mirnas were slightly enriched in the cytoplasm with respect to the nucleus.
one would not expect pri-mirnas ever to be higher in the cytoplasmic or total fractions.
either this small group of transcripts consists of exceptions to the general rule, or a number of artifacts may have created this result.
one such artifact could result from leakage from damaged nuclei, which could be compounded by the much longer preparation time for the nuclear samples .
the longer preparation time for the nuclear samples, though maintained at 4°c, may also allow drosha to selectively reduce the nuclear signal.
contamination of the cytoplasmic rna with nuclear rna is not likely to be an important factor in itself.
nuclear rna typically makes up approximately 10–15% of the total rna, and so even if half of the nuclear rna contaminated the cytoplasmic rna, the maximal contamination would be 8%, a proportion too small to permit the cytoplasm to be more enriched in a putatively contaminating transcript than the nucleus itself.
a more trivial artifact may result from cross-hybridization with mrna, which certainly could be the case for the probes for non-human mirnas that make up a disproportionate fraction  of this group.
it is also possible that some mirnas are not completely processed in the nucleus before passage to the cytoplasm.
some mirnas are transcribed within the introns of protein coding transcripts, and some are found within the exons or introns of non-translated mrna-like transcripts.
these transcripts could possibly be processed outside of the nucleus  <cit> .
CONCLUSIONS
the nucleus serves a central role in the programming of a cell, and so it is not unusual that multiple processes are reflected in the enrichment of transcripts either within the nuclear compartment or away from the nucleus in the cytoplasm.
clearly the current cell program is well represented by the new transcripts produced in the nucleus, and these new transcripts may first appear as precursors or partially processed transcripts, as in the case of pri-mirna.
some transcripts in the nucleus may be untranslated variants that are retained until they may be rapidly processed and transported to the cytoplasm when needed by the cell.
other transcripts may be associated with our nuclear fractions because they are enriched in a part of the er or other membrane structure connected to the nucleus.
some transcripts may be routed directly to the cytosol for immediate translation.
the localization of transcripts within the cell provides clues to the regulation of the rna species or the proteins that they may code.
much more study is needed before we have a more comprehensive view of how the movement and segregation of transcripts function in cellular programming.
specifically we plan to sequence the transcripts segregated within the cell to determine if they have adenosine to inosine modifications.
we will also examine further the localization of pri-mirnas within the cell, to determine whether some of them have unprocessed or partially processed forms that reach the cytoplasm.

 studies of global gene expression form an important component of a systems approach to understanding cellular function in normal and disease states. although large-scale gene expression data serve to define the state of cellular systems, the perspective provided by any study of this type is necessarily limited by the experimental methods employed for measuring gene expression. for example, the transcriptome, defined as the entirety of all forms of rna transcribed from the genome, can be conceptually and empirically subdivided into multiple parts, according to subcellular location. the methods used for studying the transcriptome can influence which subcellular compartments are included in subsequent analyses, and further, can determine what types of transcripts are included in the studies. rna is transcribed first within the nucleus, wherein it is accumulated to a steady state; this steady state is evidently a complex function of the rates of synthesis, processing, degradation, and export to the cytoplasm of the individual mrnas. within the cytoplasm, the individual mrnas accumulate to different steady state levels, according to their rates of export and to their different fates, including translocation to specific subcellular locations, translation on polyribosomes, sequestration within localized organelles such as p bodies for storage and/or degradation mediated by microrna and short-interfering rna. conceptually, the levels of cytoplasmic rnas, being located in the same compartment as the translational machinery, might be expected to correlate best with protein expression levels for proteins encoded within the nuclear genome. the transcript levels within the nuclear compartment, on the other hand, since they comprise newly-transcribed rna albeit at much lower total amounts than the cytoplasm, might be expected to track most proximally the actively-transcribed portion of the chromatin, and therefore provide information concerning the most current transcriptional program for the cell. empirically, nevertheless, global studies of gene expression, with few exceptions, employ rna samples that are whole-cell extracts, and therefore are heavily weighted toward the contribution provided by cytoplasmic rna. recent studies have illustrated a number of pitfalls associated with using only one cellular rna source for transcriptome analysis. cheng et al. used affymetrix tiling arrays to study both nuclear and cytoplasmic transcripts. they found that cytoplasmic rna and nuclear rna contained different, yet overlapping, populations of transcripts. many of these transcripts represented portions of the genome that were not previously recognized as being, or predicted to be, transcribed, and included numerous transcripts in antisense orientations. further, many of the transcripts in both pools were found to lack polya sequences, which would preemptively remove them from any studies that use the polya sequence to identify mrna. this study by cheng et al. and similar ones, coupled to the emerging importance of the regulatory activities of mirna and sirnas have considerably expanded our view of the transcriptome and of how it might function within the cell. for example, in the cheng studies, % of all rna transcripts were from unannotated, intergenic sequences, and 26% were intronic sequences. they found that nuclear rna is especially rich in non-coding sequences, with 41% consisting of intergenic sequences and 25% intronic sequences. they also determined that % of cellular transcripts were found only in the nucleus. many of these transcripts were intronic or intergenic, polya- sequences; others included small nucleolar rnas, alternative splicing forms, and primary transcripts for mirna. pri-mirnas have been shown to reside almost entirely in the nucleus, where they initially are processed by the rnase drosha prior to being exported into the cytoplasm in the form of double-stranded rna. in the cytoplasm, pre-mirna is processed further by the dicer rnase into small, single-stranded, mature mirnas. as we revise our view of the transcriptome, comparisons between nuclear and cytoplasmic rna clearly serve to expand our understanding of the expression and regulation of even the best-annotated genes. our pursuit of the following experiments was generally motivated by the practical goal of evaluating the validity of using isolated nuclei as a source of transcripts for gene expression studies, but was also coupled to an interest in a more-detailed understanding of the transcriptome. the interest in nuclear rna as a source of transcriptional information stems from the empirical difficulties encountered in performing global studies of gene expression in important mammalian cell types that are interspersed within complex tissues. existing experimental strategies to isolate interesting cells in this category, such as the beta cells within the islets of langerhans, which comprise only 5% of pancreatic cells, require dissociation from the matrix tissue by digestion with proteolytic enzymes, and invoke some method of cell separation and purification specific to the beta cells. the time and conditions required for processing the cells from tissue may severely compromise their gene expression programs. we considered that these problems might be mitigated if isolated nuclei, rather than separated cells, were used for cell-type specific gene expression studies, since nuclei can be isolated relatively rapidly from tissue under conditions where new transcription is halted. the basic approach is to tag nuclei in unique cell types with a fluorescent marker by the introduction of a fluorescent protein expressing transgene, driven by a cell type-specific promoter. we and others have established that the green fluorescent protein can be efficiently targeted to the nucleus by fusion to topogenic sequences. intact nuclei then can be separated by homogenization at 4°c, and fluorescence activated sorting. previous studies in plants have demonstrated the validity of this approach. to explore the suitability of using nuclear rna for global gene expression studies, we have compared global gene expression patterns derived from transcripts produced from nuclear and cytoplasmic extracts of the hepg human hepatoma cell line. further, we have compared global gene expression patterns between transcripts from nuclear and total cellular extracts. we used human genomic microarrays for these studies, which provide a broad survey of the annotated portions of the transcriptome. since many of the uniquely nuclear forms of rna are not well represented on microarrays designed for gene expression, we also employed microarrays designed for analysis of mirna expression. we used them in a manner different from their designed purpose, by employing methods for transcript purification and amplification that exclude mature mirnas, but that include the larger primary transcripts for mirnas containing intact polya sequences. our results indicate that global gene expression patterns based on microarray analyses are largely congruent for total, cytoplasmic, and nuclear rna samples extracted from hepg cells. however, there were some significant differences between nuclear and cytoplasmic rna; for this comparison, the reported transcript concentrations differed significantly between the compartments for 3% of the transcripts represented on the microarrays. analysis of the annotation of transcripts that were significantly different between the nuclear and cytoplasmic fractions suggests they may play important roles in the control of key processes within the cell. a further finding from these experiments, that pri-mirna transcripts were largely concentrated in the nucleus, is consistent with previous findings that pri-mirna transcripts are processed in the nucleus prior to transport into the cytoplasm.  the hepg human hepatoma cell line was selected as a model system for transcript profiling within nuclear, cytoplasmic, and total rna fractions. rna fractions were prepared from four different passages of cells that were approximately 80% confluent, to provide some biological variability. following amplification, labeled rnas were hybridized to human genomic microarrays comprising 70-mer sense-strand array elements. the same rna samples were also processed for hybridization using mirna-specific microarrays. correlation plots of log median intensity values for nuclear, cytoplasmic, and total rna were compared for both the human genomic and mirna arrays. the high correlation coefficients imply a high degree of technical reproducibility of the overall microarray platform, including the amplification step, and a lack of biological variation across different samples. the greatest differences in transcript and mirna levels were observed within comparisons of nuclear and cytoplasmic fractions. given that a majority of the total cell rna fraction comprises cytoplasmic rna, this is not surprising. overall, smaller magnitude differences were seen within the comparisons using the mirna microarrays as compared to the genomic expression microarrays. comparison of mrna isolated from cytoplasmic and nuclear compartments for the transcripts represented on the human genomic arrays, we tabulated those that displayed consistent differential expression between the nuclear and cytoplasmic fractions, as determined by analysis of variance. the criterion for significance was defined as a false discovery rate less than or equal to. the transcripts meeting this criterion, a total of out of the represented on the array, were divided into two classes, those expressed at higher levels in the nucleus, and those expressed at higher levels in the cytoplasm. the magnitude of the enrichment of transcripts in the nuclear rna fraction relative to the cytoplasm ranged from fold to more than fold, with transcripts being more than -fold higher, and more than 2-fold. for transcripts enriched in the cytoplasm relative to the nucleus, the range was from to 5-fold, with transcripts being more than -fold higher than in the nucleus, and more than 2-fold. after annotation of the transcripts that were enriched in the nucleus, the gene ontology distributions were analyzed using the gotoolbox. we searched for annotation classes that were overrepresented when compared to the human genome, as determined with a hypergeometric test, using the benjamini and hochberg correction to compensate for multiple testing. several annotation classes were overrepresented, including the go cell component term nucleus. many of the biological processes that were overrepresented were associated with the nucleus, including the cell cycle, mitosis, and transcription. other classes overrepresented for transcripts enriched in the nucleus were for membrane-associated proteins, particularly those integral to the plasma membrane and the golgi apparatus. glycosyltransferases, which are generally membrane-associated proteins, also were overrepresented in the nuclear-enriched transcript fraction. some go headings related to the nucleus were represented but not significantly overrepresented among the nuclear-enriched transcripts, including those encoding chromatin assembly factors, and rna processing enzymes. finally, the class of transcripts associated with the ubiquitin cycle, discussed in more detail below, was also overrepresented in the list of nuclear-enriched transcripts. when the transcripts that were enriched in the cytoplasm in comparison to the nucleus were analyzed, many of the same annotation classes found for nuclear-enriched transcripts were determined to be overrepresented in comparison to the whole genome, including the cell component'nucleus' heading. some of the overrepresented go biological process classes for the cytoplasm-enriched transcripts included cell cycle, mitosis, metabolism, dna repair, dna replication, chromatin assembly/disassembly, and rna processing. the cytoplasm-enriched transcripts also had overrepresentation in the cell component classes of membrane-associated genes, including endoplasmic reticulum, plasma membrane, and golgi apparatus, as well as the classes mitochondrion, proteasomes, and response to stress. other classes that were conspicuously represented but not enriched included the ubiquitin cycle, and transcription. micro rna analysis the same amplified rna samples used with the human genomic microarrays were reverse-transcribed and labeled, so that they could be used with the mirmax mirna microarrays, which consist of antisense, single stranded oligonucleotides representing different mirnas. in these experiments, the rna forms that were amplified necessarily have a polya tail, and are large enough to be purified by the qiagen rneasy procedure, which enriches for rna greater than nt in length. mature mirna and pre-mirna, typically nt and nt in length respectively, are not purified or amplified efficiently under these conditions, but amplification of mirna primary transcripts does occur, as they are polyadenylated, and are typically several hundred to several thousand nucleotides in length. the fluorescence intensity data from scanning the mirmax arrays indicate that pri-mirna is detected in these samples. many of the human pri-mirnas detected are for mirnas that have been previously identified in liver cells, such as let-7b, mir- mir- mir- mir-122a, mir-125a, mir-125b, mir- mir- and mir-. human mir- has not been found in hepg cells previously, but our experiments do indicate that the primary transcript for mir- is present in our cultures. analysis of the mirna hybridization data by anova indicated differential mirna accumulation between the nuclear and cytoplasmic rna samples, at a fdr of less than, for of the mirna precursors. the mirmax arrays are divided into subarrays that comprise probe sets for five species: human, mouse, rat, d. melanogaster, and c. elegans. of the probes that showed significant differences, were for non-human mirnas. of these, were exact duplicates of probes for known human mirnas, reflecting the high degree of cross-species conservation of some mirnas. in these cases, the probes for other species were technical replicates for the human mirna probes, and the corresponding data reflected this. for example, hsa-mir-let7e had the highest nuclear to cytoplasmic ratio for human mirnas, at, and the mouse and rat duplicates had ratios of and, respectively. some of the probes for other species may identify novel human mirnas; for example, the mouse probe for mir- is in the group showing significant differences, but no human homologue for this microrna has been identified. the sequence for mouse mir- is found in the human genome. in other cases, such as for mouse mir- or drosophila mir- the probes are different from those used for the human homologues, but these mirnas have human counterparts. for mir- the data for the human probes were very similar to the corresponding data for the mouse probes, but did not show significant differences in amounts between the nuclear and cytoplasmic rna samples. for human mir- the data did show significant differences. for mir- and mir- the probes for the non-human micrornas may be hybridizing to the human pri-mirnas, but because the probe sequences are not designed specifically for the human homologues, the hybridized targets could be different micrornas or other rna sequences. our samples hybridized strongly with the probes for both mouse and rat probes for mir- mir-292-5p, mir- mir- and mir- only mouse mir- and rat mir- have a known human homologue, but there were no probes for the human mir- on this array. the human mir- was discovered in a search for sequences homologous to the rat mir-, but in our experiments, because the sequence is not identical to the sequence for the mouse or rat homologues, the rat and mouse probes may not have hybridized to a mir- primary transcript. thus, each of the mirna precursors hybridized by mouse or rat mirna probes could potentially represent human homologues, but each must be examined on an individual basis to determine whether such homologues exist. the list of mirna probes that showed a significant difference between the nuclear and cytoplasmic fractions was reduced to to eliminate some redundancies. for the probes, the log-ratio data comparing the mean, normalized intensities for nuclear to cytoplasmic, nuclear to total, and cytoplasmic to total rna fractions were subjected to cluster analysis. most of the pri-mirnas formed two groups that both contained pri-mirnas more concentrated in the nucleus. a much smaller group of pri-mirnas hybridized less intensely with the nuclear samples when compared to the cytoplasm and/or the total rna fractions, indicating a higher pri-mirna concentration for these in the cytoplasm. one of the pri-mirna groups that was higher in the nucleus had only members, but they showed particularly high nuclear to cytoplasm ratios for their intensities. the only human mirna pri-mirna in this group was for let-7e, but the group also contained the probe for mouse mir- the other two members, were hybridized to the probes for mouse mir-106a and mouse mir- the corresponding human pri-mirnas fell into the larger group with high nuclear to cytoplasmic ratios. discussion the primary purpose of these experiments was to explore the suitability of using nuclear rna, as compared to total rna, or its predominant component, cytoplasmic rna, for studying global gene expression. our interest in nuclear rna was based on two practical considerations: first that nuclei could be directly purified at 4°c from cellular homogenates using fluorescence-activated sorting; and second, that nuclei could be labeled through transgenic expression and targeting of fluorescent proteins within specific cell types. thus, combining high rna integrity with the ability to isolate genetic material in a cell-type specific manner provided a unique approach for studying gene expression in select cell types. our previous studies, which employed higher plants, served as the model for extending this approach to mammalian cells, with the aim of validating it and establishing its generality for multicellular eukaryotes. evidently, global analyses of cytoplasmic rna transcripts appear more likely to reflect the patterns of protein biosynthesis at any particular time, whereas analyses of nuclear transcripts appear more likely to track the process of transcription. it therefore was of interest to explore the global similarities and differences between the transcript populations in these two cellular locations, and for this purpose microarrays were employed. two microarray platforms were available; in the first case, the oligonucleotide array elements represented annotated gene transcripts. in the second case, the array elements represented micrornas. to simplify the biological system, we employed human hepg cells growing in culture, which represent a relatively homogeneous population of cells. evaluation using a bioanalyzer indicated that we were able to prepare rna of excellent quality from the sorted hepg nuclei, and this rna was sufficient in quantity for microarray target preparation using one round of amplification. microarray hybridization was highly reproducible, yielding a list of transcripts for the human genome platform and transcripts for the mirna platform, that were expressed at significantly different intensities in the nuclear and cytoplasmic rna fractions, based on a criterion of a false discovery rate of less than. considering first the analysis of annotated, protein-coding gene transcripts, we were able to demonstrate that nuclear rna hybridization patterns were very similar to those obtained using either total or cytoplasmic rna. when transcripts of the nuclear and the cytoplasmic compartments were compared, only 3% of all transcripts were found at significantly different levels. approximately-equal numbers of gene transcripts were enriched within and depleted from the nucleus. this observation demonstrates that an analysis of nuclear transcripts can be used as an accurate gauge of the general global pattern of transcript regulation for a cell, and it validates an important step of the proposed strategy of employing flow sorting for enrichment of the nuclei of specific cell types, followed by nuclear transcript profiling. the observation that a small minority of the transcripts were significantly enriched in the nucleus or cytoplasm raises the question as to the biological purpose of this enrichment, and the related question as to how it might be achieved. the demonstration of differential expression within two cell fractions is evidence for the relative purity of the nuclear fractions, and evidence that the segregation of transcripts is an important function for the cell. the enrichment of some transcripts in the nucleus with respect to the cytoplasm may suggest that the rate of transcription for these genes is relatively high, and conversely, their rate of release to the cytosol low and/or their rate of degradation in the cytosol is high. enrichment of transcripts in the cytoplasm with respect to the nucleus could also imply that the stability of the transcripts is relatively high, and that their transcription rates are low. other explanations for the selective enrichment of transcripts within one subcellular compartment could include the physical association of the rna with specific cellular structures. for example, some mrnas, including those coding membrane proteins and glycoproteins, are associated by polyribosomal translation with the endoplasmic reticulum membranes. transcripts for proteins destined for various other endomembrane locations are also expected to be associated with the er. since the er has functional continuity with the outer nuclear membrane, this could explain the enrichment of membrane protein transcripts with the nuclei. in that some of the proteins produced in the er are specifically targeted to the nucleus, this would explain the enrichment in the nuclear fractions of some of the transcripts for nuclear proteins. clues to the purpose of the spatial segregation of transcripts within the cell may be found in the annotational analysis of the nucleus-enriched and cytoplasm-enriched transcripts. for example, the ontology categories that were overrepresented in the list of transcripts enriched in the nucleus included the cell cycle and the ubiquitin cycle. both categories relate to rapid changes in the programming of the cell. additionally, transitions of state associated with operation of the cell cycle require rapid changes in both the transcriptome and in the proteome, the latter being regulated by ubiquitination and protein degradation within proteasomes. thus, the purpose of the spatial segregation of transcripts may be to regulate the activity of a functional pathway, by controlling which transcripts are expressed constitutively in the cytoplasm, and which ones are held in the nucleus away from the translational machinery. the potential importance of regulation by separation of transcripts is illustrated in fig. which was created with the program osprey, a protein-interaction visualization tool. osprey was used to consider possible interactive relationships between the proteins coded by the genes that are enriched in either the nucleus or the cytoplasm. the interactions identified by osprey are documented from experiments in vitro and in vivo, by yeast two-hybrid studies, and by affinity-capture mass spectrometry, all integrated into a single database, the biogrid. the network created using osprey represents a small fraction of the nucleus-enriched and cytoplasm-enriched genes, but helps illustrate how the separation could be important to some regulatory pathways. the network linked together some of the protein products of nucleus-enriched transcripts through a central ubiquitin-conjugating enzyme, ube2i. including cytoplasm-enriched transcripts in the analysis enlarged the network to include both nuclear-enriched and cytoplasm-enriched transcripts. the nuclear enriched transcripts represented in this linked pathway were related to apoptosis, the cell cycle, and the stress response. the cytoplasm-enriched transcripts included three small ubiquitin modifiers, as well as other proteins related to dna repair, the cell cycle, and the stress response. the network defined by osprey suggests that transcripts that are expressly segregated within the cell, the cytoplasm-enriched transcripts and the cytoplasm-depleted transcripts, encode proteins that may interact in regulating the closely-interrelated functions of the cell cycle, dna repair, the ubiquitin cycle, apoptosis, and the stress response. at least one transcript that was retained in the nucleus occupied a central position in this network linking together several other components. a novel mechanism for the nuclear retention of transcripts has been previously proposed. prasanth et al. demonstrated that the transcript for slc7a a mouse cationic amino acid transporter, was normally localized to the nucleus. after stress induction by treatment with α-amanitin, a large portion of the slc7a transcripts were redistributed into the cytoplasm. further, they showed that retention was related to adenosine to inosine edits found in the 3'utr of the nuclear transcripts, and that cleavage of this edited portion was required for the translocation into the cytoplasm. the adenosine to inosine edits were the result of the activity of a well-documented enzyme, adenosine deaminase, which acts on double-stranded rna, and was previously shown to cause the retention of viral rna in the nucleus. the proposed model for nuclear retention could explain the enrichment of transcripts in the nuclear fraction with respect to the cytoplasm observed in our studies. prasanth et al. have proposed that the nuclear retention of the slc7a transcript is a component of the response of the cell to stress, and that more generally, nuclear retention of transcripts could be an important stress response mechanism. in our experiments, we did not see a statistically significant overrepresentation of transcripts for the stress response in the nuclear-enriched transcripts, with an exception for the subcategory of stress-activated protein kinase signaling. nonetheless, we found specific stress-related genes among our nuclear-enriched transcripts, including one for another cationic amino acid transporter important to the stress response, slc7a. we also found a significant presence of ubiquitin cycle components among the nuclear-enriched transcripts, the ubiquitin cycle being also important to the stress response. our data suggest a possible broader role for nuclear retention that includes other processes that require a rapid change in the cell program. conclusive information as to whether the nuclear retention model is in play will require complete analysis of the sequences of 3'utrs of the transcripts enriched with respect to the cytoplasm. adenosine to inosine edits can be detected by comparing multiple transcript sequences for the same gene, since the edited adenosines are represented as guanosines in cdna sequences. in a search of all human transcripts available in genbank, levanon et al. found genes with variant transcripts that had adenosine to inosine edit sites. 92% of the edit sites were associated with alu repeats, which were also associated with the hairpin structures described in the 3'utr of slc7a transcripts. we compared our list of nuclear-enriched transcripts to the list of transcripts identified by. of the transcripts of our list having annotated gene names, which allowed cross-referencing between the two lists, also appeared in the list of transcripts containing adenosine to inosine editing sites. this supports the idea that some of the nuclear-enriched transcripts can be variants that are retained in the nucleus. the other transcripts on our list of nuclear-enriched transcripts also may have adenosine to inosine editing sites, but these sites remain to be identified. the nuclear retention model would best explain much of the spatial segregation of transcripts implied by our data. localization of mrna may relate most directly to the regulation of some processes within the cell. nuclear retention may hold transcripts aside, untranslated, until they are needed by the cell. rapid release of the transcripts to the cytoplasm would allow fast expression of key proteins, for example, ube2i in the protein interaction network described above. without this key protein, important ubiquitin-mediated pathways may be inactive, until the transcript for ube2i is released from the nucleus. in terms of transcripts not destined for translation, such as ribosomal rna and mirna, we would expect that nuclear rna would be enriched for primary or precursor forms of these transcripts. the primary transcript of rrna contains both 18s and 28s rrna sequences. processing of the transcript takes place in the nucleoli, where the individual rrna components are assembled into the ribosomes. mirna is processed in a more complex fashion, being produced first as a large, polyadenylated primary transcript, which is processed within the nucleus by the drosha ribonuclease into an intermediate precursor form, which is transported to the cytoplasm and then cleaved by the dicer rnase to the final, active mirna. very little of the full-length transcript ever reaches the cytoplasm. our data obtained using mirna-specific arrays confirmed that the levels of pri-mrnas were elevated within nuclear extracts when compared to the cytoplasm. the rna purification and amplification protocols that we employed limited our studies to the polyadenylated pri-mirna, and excluded consideration of mature mirna. our data indicated that the majority of the pri-mirna transcripts were enriched in the nucleus. a relatively small number of pri-mirnas were slightly enriched in the cytoplasm with respect to the nucleus. one would not expect pri-mirnas ever to be higher in the cytoplasmic or total fractions. either this small group of transcripts consists of exceptions to the general rule, or a number of artifacts may have created this result. one such artifact could result from leakage from damaged nuclei, which could be compounded by the much longer preparation time for the nuclear samples. the longer preparation time for the nuclear samples, though maintained at 4°c, may also allow drosha to selectively reduce the nuclear signal. contamination of the cytoplasmic rna with nuclear rna is not likely to be an important factor in itself. nuclear rna typically makes up approximately 10–15% of the total rna, and so even if half of the nuclear rna contaminated the cytoplasmic rna, the maximal contamination would be 8%, a proportion too small to permit the cytoplasm to be more enriched in a putatively contaminating transcript than the nucleus itself. a more trivial artifact may result from cross-hybridization with mrna, which certainly could be the case for the probes for non-human mirnas that make up a disproportionate fraction of this group. it is also possible that some mirnas are not completely processed in the nucleus before passage to the cytoplasm. some mirnas are transcribed within the introns of protein coding transcripts, and some are found within the exons or introns of non-translated mrna-like transcripts. these transcripts could possibly be processed outside of the nucleus.  the nucleus serves a central role in the programming of a cell, and so it is not unusual that multiple processes are reflected in the enrichment of transcripts either within the nuclear compartment or away from the nucleus in the cytoplasm. clearly the current cell program is well represented by the new transcripts produced in the nucleus, and these new transcripts may first appear as precursors or partially processed transcripts, as in the case of pri-mirna. some transcripts in the nucleus may be untranslated variants that are retained until they may be rapidly processed and transported to the cytoplasm when needed by the cell. other transcripts may be associated with our nuclear fractions because they are enriched in a part of the er or other membrane structure connected to the nucleus. some transcripts may be routed directly to the cytosol for immediate translation. the localization of transcripts within the cell provides clues to the regulation of the rna species or the proteins that they may code. much more study is needed before we have a more comprehensive view of how the movement and segregation of transcripts function in cellular programming. specifically we plan to sequence the transcripts segregated within the cell to determine if they have adenosine to inosine modifications. we will also examine further the localization of pri-mirnas within the cell, to determine whether some of them have unprocessed or partially processed forms that reach the cytoplasm. 
the transcript and mirna abundance patterns for the three rna fractions were largely similar, but with some exceptions: nuclear rna samples were enriched with respect to the cytoplasm in transcripts encoding proteins associated with specific nuclear functions, such as the cell cycle, mitosis, and transcription. one technology, based on microarrays, categorizes gene expression in terms of the abundance of rna transcripts, and typically employs rna prepared from whole cells, where cytoplasmic rna predominates. through subdividing the total pool of rna transcripts into samples from nuclei, the cytoplasm, and whole cells, we determined the degree of correlation of these patterns across these different subcellular locations. some transcripts related to the ubiquitin cycle, and transcripts for various membrane proteins were sorted into either the nuclear or cytoplasmic fractions. enrichment or compartmentalization of cell cycle and ubiquitin cycle transcripts within the nucleus may be related to the regulation of their expression, by preventing their translation to proteins. the cytoplasmic rna fraction also was enriched, when compared to the nucleus, in transcripts for proteins related to specific nuclear functions, including the cell cycle, dna replication, and dna repair. many mirna precursors were also enriched in the nuclear samples, with significantly fewer being enriched in the cytoplasm.
 in the most general sense, studies involving global analysis of gene expression aim to provide a comprehensive catalog of the components involved in the production of recognizable cellular phenotypes. these studies are often limited by the available technologies. one technology, based on microarrays, categorizes gene expression in terms of the abundance of rna transcripts, and typically employs rna prepared from whole cells, where cytoplasmic rna predominates.  using microarrays comprising oligonucleotide probes that represent either protein-coding transcripts or micrornas, we have studied global transcript accumulation patterns for the hepg cell line. through subdividing the total pool of rna transcripts into samples from nuclei, the cytoplasm, and whole cells, we determined the degree of correlation of these patterns across these different subcellular locations. the transcript and mirna abundance patterns for the three rna fractions were largely similar, but with some exceptions: nuclear rna samples were enriched with respect to the cytoplasm in transcripts encoding proteins associated with specific nuclear functions, such as the cell cycle, mitosis, and transcription. the cytoplasmic rna fraction also was enriched, when compared to the nucleus, in transcripts for proteins related to specific nuclear functions, including the cell cycle, dna replication, and dna repair. some transcripts related to the ubiquitin cycle, and transcripts for various membrane proteins were sorted into either the nuclear or cytoplasmic fractions.  enrichment or compartmentalization of cell cycle and ubiquitin cycle transcripts within the nucleus may be related to the regulation of their expression, by preventing their translation to proteins. in this way, these cellular functions may be tightly controlled by regulating the release of mrna from the nucleus and thereby the expression of key rate limiting steps in these pathways. many mirna precursors were also enriched in the nuclear samples, with significantly fewer being enriched in the cytoplasm. studies of mrna localization will help to clarify the roles rna processing and transport play in the regulation of cellular function. 