Abstract:
The present invention provides an efficient way for high throughput haplotype analysis. Several polymorphic nucleic add markers, such as SNPs, can be simultaneously and reliably determined through multiplex PCR of single nucleic acid molecules in several parallel single molecule dilutions and the consequent statistical analysis of the results from these parallel single molecule multiplex PCR reactions results in reliable determination of haplotypes present in the subject. The nucleic acid markers can be of any distance to each other on the chromosome. In addition, an approach wherein overlapping DNA markers are analyzed can be used to link smaller haplotypes into larger haplotypes. Consequently, the invention provides a powerful new tool for diagnostic haplotyping and identifying novel haplotypes.

Description:
CROSS-REFERENCE TO RELATED APPLICATIONS  
       [0001]     The present application claims benefit of the U.S. provisional application Ser. No. 60/441,046, filed on Jan. 17, 2003, which is herein incorporated by reference in its entirety. 
     
    
     BACKGROUND OF THE INVENTION  
       [0002]     Genetic polymorphisms are well recognized mechanisms underlying inter-individual differences in disease risk as well as treatment response in humans (Evans and Relling (1999) Science 286:487-491; Shields and Harris (2000) J. Clin. Onc. 18:2309-2316). Single nucleotide polymorphism (SNP) analysis has drawn much attention with the hope of identifying genetic markers for and genes involved in common diseases because of the frequency of the SNPs. Also, for many genes, the detection of SNPs known to confer loss of function provides a simple molecular diagnostic to select optimal medications and dosages for individual patients (Evans and Relling (1999) Science 286:487-491). It is common for genes to contain multiple SNPs, with haplotype structure being the principal determinant of phenotypic consequences (Collins et al. (1997) Science 278, 1580-81; Drysdale et al. (2000) Proc. Natl. Acad. Sci. 97:10483-8; Krynetski and Evans (1998) Am. J. Hum. Gen. 63:11-16). Therefore, to more accurately associate disease risks and pharmacogenomic traits with genetic polymorphisms, reliable methods are needed to unambiguously determine haplotype structure for multiple SNPs or other nucleic acid polymorphisms or mutations within genes as well as non-coding genomic regions.  
         [0003]     However, current genotyping technologies are only able to determine each polymorphism, including SNPs, separately. In other words, there is a lack of information on how several polymorphisms are associated with each other physically on a chromosome. A DNA haplotype, the phase determined association of several polymorphic markers (e.g., SNPs) is a statistically much more powerful method for disease association studies. Yet unfortunately, it is also much harder to determine a haplotype. Current experimental approaches include a physical separation of homologous chromosomes via means of mouse cell line hybrid, cloning into a plasmid and allele specific PCR. Neither of them is simple enough a method for routine high-throughput analysis. There are also ways to computationally determine haplotypes, but the accuracy of such computational analysis is uncertain.  
         [0004]     Approaches that can be used to haplotype SNPs or other nucleic acid polymorphisms, modifications and/or mutations that reside within relatively close proximity include, but are not limited to, single-strand conformational polymorphism (SSCP) analysis (Orita et al. (1989) Proc. Natl. Acad. Sci. USA 86:2766-2770), heteroduplex analysis (Prior et al. (1995) Hum. Mutat. 5:263-268), oligonucleotide ligation (Nickerson et al. (1990) Proc. Natl. Acad. Sci. USA 87:8923-8927) and hybridization assays (Conner et al. (1983) Proc. Natl. Acad. Sci. USA 80:278-282). A major drawback to these procedures is that they are limited to polymorphism detection along short segments of DNA and typically require stringent reaction conditions and/or labeling. Traditional Taq polymerase PCR-based strategies, such as PCR-RFLP, allele-specific amplification (ASA) (Ruano and Kidd (1989) Nucleic Acids Res. 17:8392), single-molecule dilution (SMD) (Ruano et al. (1990) Proc. Natl. Acad. Sci. USA 87:6296-6300), and coupled amplification and sequencing (CAS) (Ruano and Kidd (1991) Nucleic Acids Res. 19:6877-6882), are easily performed and highly sensitive, but these methods are also limited to haplotyping SNPs along short DNA segments (&lt;1 kb) (Michalatos-Beloin et al. (1996) Nucleic Acids Res. 24:4841-4843; Barnes (1994) Proc. Natl. Acad. Sci. USA 91:5695-5699; Ruano and Kidd (1991) Nucleic Acids Res. 19:6877-6882).  
         [0005]     Long-range PCR (LR-PCR) offers the potential to haplotype SNPs that are separated by kilobase lengths of genomic DNA. LR-PCR products are commonly genotyped for SNPs, and haplotypes inferred using mathematical approaches (e.g., Clark&#39;s algorithm (Clark (1990) Mol. Biol. Evol. 7:111-122). However, inferring haplotypes in this manner does not yield unambiguous haplotype assignment when individuals are heterozygous at two or more loci (Hodge et al. (1999) Nature Genet. 21:360-361). Physically separating alleles by cloning, followed by sequencing, eliminates any ambiguity, but this method is laborious and expensive. Long-range allele-specific amplification negates both of these problems, but is limited to SNP-containing alleles that have heterozygous insertion/deletion anchors for PCR primers (Michalatos-Beloin et al. (1996) Nucleic Acids Res. 24:4841-4843). More complex technologies have also been used, such as monoallelic mutation analysis (MAMA) (Papadopoulos et al. (1995) Nature Genet. 11:99-102) and carbon nanotube probes (Woolley et al. (2000) Nature Biotech. 18:760-763), but these are either time consuming (MAMA), or require technology that is not widely available (nanotubes). U.S. Patent Application No. US 2002/0081598 discloses a haplotyping method which involves the use of PCR amplification and DNA ligation to bring the polymorphic nucleic acid sites in a particular allele into close proximity to facilitate the determination of haplotypes spanning kilobase distances. However, this method relies on at least two enzymatic steps to create DNA fragments that can be ligated with other DNA fragments, and subsequently ligases to combine the DNA fragments to form one large fragment with several polymorphic sites in a shorter distance. These additional sample preparation steps make large scale use and automation of this technique cumbersome and error prone.  
         [0006]     Haplotypes, combinations of several phase-determined polymorphic markers in a chromosome, are extremely valuable for studies like disease association 1,2  and chromosome evolution. Direct molecular haplotyping has relied heavily on family data, but is limited to short genomic regions (a few kilobases). Statistical estimation of haplotype frequencies can be inconclusive and inaccurate 3 .  
         [0007]     With the rapid discovery and validation of several million single nucleotide polymorphisms (SNP), it is now increasingly practical to use genome-wide scanning to find genes associated with common diseases 1,2 . However, individual SNPs have limited statistical power for locating disease susceptibility genes. Haplotypes can provide additional statistical power in the mapping of disease genes 4-7 .  
         [0008]     Haplotype determination of several markers for a diploid cell is complicated since conventional genotyping techniques cannot determine the phases of several different markers. For example, a genomic region with three heterozygous markers can yield 8 possible haplotypes. This ambiguity can, in some cases, be solved if pedigree genotypes are available. However, even for a haplotype of only 3 markers, genotypes of father-mother-offspring trios can fail to yield offspring haplotypes up to 24% of the time. Computational algorithms such as expectation-maximization (EM), subtraction and PHASE are used for statistical estimation of haplotypes 4,8,9 . However, these computational methods have serious limitations in accuracy, number of markers and genomic DNA length. For example, for a haplotype of only 3 markers from doubly heterozygous individuals, the error rates of the EM and PHASE methods for haplotype reconstruction can be as high as 27% and 19%, respectively 3 . Alternatively, direct molecular haplotyping can be used based on the physical separation of two homologous genomic DNAs prior to genotyping. DNA cloning, somatic cell hybrid construction, allele specific PCR and single molecule PCR 10-12  have been used, and these approaches are largely independent of pedigree information. These methods are limited to short genomic regions (allele-specific PCR and single molecule PCR) and are prone to errors.  
         [0009]     Therefore, a simple and more reliable method, which is also suitable for large scale and automated haplotype determination of several polymorphic alleles separated by several kilobase distances is needed to facilitate the analysis of haplotype structure in pharmacogenomic, disease pathogenesis, and molecular epidemiological studies.  
       SUMMARY OF THE INVENTION  
       [0010]     The present invention provides an efficient way for high throughput haplotype analysis. Several polymorphic nucleic acid markers, such as SNPs, can be simultaneously and reliably determined through multiplex PCR of single nucleic acid molecules in several parallel single molecule dilutions and the consequent statistical analysis of the results from these parallel single molecule multiplex PCR reactions results in reliable determination of haplotypes present in the subject. The nucleic acid markers can be of any distance to each other on the chromosome. In addition, an approach wherein overlapping DNA markers are analyzed can be used to link smaller haplotypes into larger haplotypes. Consequently, the invention provides a powerful new tool for diagnostic haplotyping and identifying novel haplotypes.  
         [0011]     The method of the present invention enables direct molecular haplotyping of several polymorphic markers separated by several kilobases even spanning an entire chromosome. Distances of about 1, 2, 3, 4, 5-10, 15-20, kilobases (kb) or as far as about at least 25, 30, 35, 40, 45, or 50 kb or more are preferred.  
         [0012]     Polymorphic nucleic acids useful according to the present invention include any polymorphic nucleic acids in any given nucleic acid region including, but not limited to, single nucleotide substitutions (single nucleotide polymorphisms or SNPs), multiple nucleotide substitutions, deletions, insertions, inversions, short tandem repeats including, for example, di-, tri-, and tetra-nucleotide repeats, and methylation and other polymorphic nucleic acid modification differences. Preferably the polymorphic nucleotides are SNPS.  
         [0013]     A nucleic acid sample, preferably genomic nucleic acid sample from a subject organism is first diluted to a single copy dilution. The phrase “single copy dilution” refers to a dilution wherein substantially only one molecule of nucleic acid is present or wherein one or more copies of the same allele are present. When the molecular mass of the nucleic acid is known, a dilution resulting in one single molecule dilution can be readily calculated by a skilled artisan. For example, for human genomic DNA, about 3 pg of DNA represents about one molecule. Due to stochastic fluctuation in very dilute DNA solutions, the diluted sample may have no template nucleic acid molecules or it may have two or more molecules. If no molecules are present in the sample, PCR amplification will not be achieved and the result will be “no genotype”. If two or more molecules are present in the sample, the resulting amplification products may either be a mixture of two different alleles or represent one allele and consequently either a mixed genotype or a single allele genotype, respectively, is obtained.  
         [0014]     To obtain statistical weight to accurately determine the haplotype comprising at least two markers, more than one replica of dilutions will be needed. For example, a replicate of four independent multiplex genotyping assays using about 3-4.5 pg of human genomic DNA, including the steps of diluting the nucleic acid sample, amplifying the diluted sample, and genotyping the amplified sample, enables about 90% of direct haplotyping efficiency. Therefore, preferably at least about 4-25, more preferably at least about 6-20, 8-20, 10-18, 12-18 and most preferably about 10-12 replicates of same sample are included in the analysis according to the present invention, one replica including the steps of diluting the isolated nucleic acid sample from a subject organism, multiplex amplification of the diluted sample and genotyping the polymorphic nucleic acid sites from the amplified sample.  
         [0015]     After the step of diluting the nucleic acid sample into a substantially single nucleic acid dilution, the regions containing the polymorphic sites of interest in the nucleic acid are amplified, using, for example polymerase chain reaction (PCR) and at least two, preferably more than two primer pairs flanking at least two different polymorphic nucleic acid sites in the target molecule. The primers are selected so that they amplify a fragment of at least about 50 base pairs (bp), more preferably at least about 100, 200, 300, 400, 500, 600-1000 bp and up to about 10000 bp, wherein the fragment contains at least one polymorphic nucleotide site. Most preferably, the primer pairs are designed so that the amplification products are about 90-350 bp long, still more preferablyabout 100-250 bp long. It is preferable to maximize the efficiency of amplification from the single molecule template and therefore, at least with the current technology, the shorter fragments are preferred. However, it will be self evident to a skilled artisan that the nucleic acid amplification techniques are constantly developing and the efficiency of amplifying longer nucleic acid fragments using very small quantities of template can be perfected and consequently, primers amplifying long fragments, even longer that those indicated above, may also be used according to the present invention.  
         [0016]     After the amplification of the single molecule template with at least two different primer pairs, preferably at least 3, 4, 5, 6, 7, 8, 9, 10, primer pairs are used in a multiplex amplification reaction, the amplification product is subjected to genotyping. Use of up to at least about 15, 20, 30, 40, 50 or more primer pairs in one multiplex reaction is preferred on one embodiment of the invention.  
         [0017]     Genotyping can be performed by any means known to one skilled in the art including, for example, restriction fragment length polymorphism (RFLP) analysis using restriction enzymes, single-strand conformational polymorphism (SSCP) analysis, heteroduplex analysis, chemical cleavage analysis, oligonucleotide ligation and hybridization assays, allele-specific amplification, solid-phase minisequencing, or MASSARRAY™ system.  
         [0018]     The haplotype is subsequently determined by analyzing replicas of at least four dilution/amplification/genotyping reactions so as to allow statistically accurate determination of the correct haplotype in the subject. The steps including dilution, amplification and genotyping from the same subject organism sample are repeated several times to obtain a data set which can be statistically analyzed to reveal the correct haplotype in the subject organism&#39;s sample. The approach does not rely on pedigree data and does not require prior amplification of the genomic region containing the selected markers thereby simplifying the analysis and allowing speedy and automated haplotyping.  
         [0019]     In one embodiment, the invention is drawn to methods for determining a novel haplotype of nucleic acid segments, particularly of genes or other contiguous nucleic acid segments comprising at least two, preferably at least 3, 4, 5, 6, 7, 8, 9, 10-15, 20, 30, 40, 50-100 or even more distantly spaced nucleic acid polymorphisms.  
         [0020]     The methods of the present invention are useful in medicine in determining the differences in disease risk or susceptibility and determining treatment response between individual patients. The methods, however, are not limited to applications in medicine and can be used to determine the haplotype structure of a particular gene, or other contiguous DNA segment, within an organism having at least two distally spaced nucleotide polymorphisms. Thus, the methods of the invention find further use in the field of agriculture, particularly in the breeding of improved livestock and crop plants.  
         [0021]     In one embodiment, the invention provides a method of determining a haplotype in a sample obtained from an organism and comparing it to known haplotypes to diagnose a disease or disease susceptibility of an organism comprising the steps of identifying at least two polymorphic markers within a genomic region; isolating a nucleic acid sample from the subject organism and preferably purifying the isolated nucleic acid; diluting the nucleic acid sample into substantially single molecule dilution; amplifying the diluted nucleic acid sample with at least two primer pairs each capable of amplifying a different region flanking each of the polymorphic sites in a multiplex PCR reaction; genotyping the polymorphic sites from the amplified sample; producing at least three additional genotype replicas from the nucleic acid sample of the subject organism as described above to allow statistically accurate determination of the haplotype in the subject organism sample. In a preferred method the genotyping is performed using primer extension, terminator nucleotides and matrix-assisted laser desorption/ionization time-of-flight mass spectrometry MALDI-TOF MS analysis. The haplotype is thereafter compared to an existing haplotype collection such as a haplotype database comprising disease- or disease susceptibility-associated haplotypes, or haplotypes associated with treatment responsiveness or unresponsiveness of the specific polymorphic markers. An non-limiting example of an existing haplotype database is a Y-STR Haplotype Reference Database which can be found at http://ystr.charite.de/index_gr.html.  
         [0022]     For example, the R117H mutation in the cystic fibrosis transmembrane receptor (CFTR) gene shows mild effect without the 5T mutation, and severe effect when the 5T mutation is present on the same chromosome. Thus, a haplotype of R117H-5T is important for clinical application to determine the severity of the prognosis of this type of cystic fibrosis. The method of the present invention allows direct determination of the haplotypes with no requirement for patient pedigree genotype information, i.e. information of the genotypes from the patient&#39;s family members. The same approach can be applied in other genetic diseases where, for example, a second mutation on the same chromosome can change the disease manifestation from the first mutation.  
         [0023]     The invention further provides a method wherein two haplotypes comprising several different polymorphic markers can be combined to form a larger haplotype covering a larger genomic region. This can be achieved by using one or more primer pairs to amplify one common polymorphic marker in two parallel multiplex amplification reactions after first diluting the sample as described above. The genotyping is performed as described above and the overlapping marker(s) provide a means to combine the two smaller haplotypes into one larger large haplotype comprising all the markers analyzed in both of the two different multiplex amplification reactions.  
         [0024]     In one embodiment, the present invention provides a method for constructing a database of haplotypes associated with one or more disease or biological trait using the methods described above. Such haplotype databases are useful for diagnostic and prognostic applications. A haplotype obtained from a subject organism suspected can be compared against the haplotype database and allows diagnosis and/or prognosis of a condition of interest. A condition may be a disease condition or a biochemical or other biological trait which is associated, for example, in responsiveness to a particular treatment or pharmaceutical and is determinative of choosing a treatment regime that, for example, a human patient would be responsive to.  
         [0025]     In one embodiment, the polymorphism is a nucleic acid modification, such as a methylation difference. For example, in one embodiment, the present invention provides a method of determining haplotypes comprised of markers including methylation differences. The DNA sample can be treated with any composition, for example, inorganic or organic compounds, enzymes, etc., that differentially affects the modified, for example, methylated, nucleotide to effectively create polymorphisms based on methylation states. For example, DNA sample is treated with bisulfite (Frommer, M., L. E. McDonald, D. S. Millar, C. M. Collis, F. Watt, G. W. Grigg, P. L. Molloy, and C. L. Paul. 1992. A genomic sequencing protocol that yields a positive display of 5-methylcytosine residues in individual DNA strands. Proc. Natl. Acad. Sci U.S.A. 89:1827-1831) so that unmethylated cytosine residues are converted into uracil while methylated cytosines remain the same, thus effectively creating polymorphisms based on methylation states. Haplotypes consisting polymorphisms in the DNA region next to the methylation region and the methylation region itself can be determined in a similar fashion as described above. Bisulfite treated DNA is diluted to approximately single copy, amplified by multiplex PCR (each PCR specific for each polymorphism), and genotyped by the MassARRAY system.  
         [0026]     The methylation detection procedure as described above is repeated at least 3, 4, 5, 6, 7, 8, 9, 10-15, 15-20, 30, 40, 50 or more times, preferably about 12-18 times so as to allow statistical analysis of the correct methylation haplotype in the subject organism.  
         [0027]     In the preferred embodiment, the methods of the present invention use mass spectrometry, for example, MASSARRAY™ system, to genotype the samples.  
         [0028]     Therefore in one embodiment, the present invention provides a method for determining a haplotype of a subject comprising the steps of diluting a nucleic acid sample from the subject into a single molecule dilution; amplifying the diluted single nucleotide dilution with at least two different primer pairs designed to amplify a region comprising at least two polymorphic sites in the nucleic acid template; genotyping the polymorphic sites in the single nucleic acid molecule; and determining the haplotype from the genotypes of at least the two polymorphic sites to obtain a haplotype for the subject.  
         [0029]     In one embodiment, the steps of diluting, amplifying and genotyping the nucleic acid sample from the subject are repeated at least three times from the same nucleic acid sample to obtain at least four genotype replicas from the same subject and thereafter comparing the at least four genotype replicas to determine the haplotype. Preferably, at least 4, 5, 6, 7, 8-10, 10-15, 15-20, 30, 50, 50-100 or more genotype replicas are obtained. In one embodiment about 12-18 replicas are obtained and the results are analyzed statistically, using for example a method of Poisson distribution.  
         [0030]     In one embodiment, the method further comprises comparing the haplotype with a haplotype from a control or a database of haplotypes from controls to determine association of the haplotype with a biological trait, which can be any biological trait including but not limited to various diseases.  
         [0031]     The polymorphisms useful according to the present invention include, but are not limited to single nucleotide polymorphisms (SNPs), deletions, insertions, substitutions or inversions. The polymorphisms may also be a combination of one or more markers selected from the group consisting of a single nucleotide polymorphism, deletion, an insertion, a substitution or an inversion or other types of nucleic acid polymorphisms.  
         [0032]     In one embodiment, the genotyping step of the method described above is performed using primer extension, preferably MASSARRAY™ technology, and mass spectrometric detection, preferably MALDI-TOF mass spectrometry.  
         [0033]     In another embodiment, the invention provides a method of diagnosing a disease condition or disease susceptibility by determining a disease related haplotype in a subject comprising the steps of diluting a nucleic acid sample from the subject into a single molecule dilution; amplifying the diluted single nucleotide dilution with at least two primer pairs designed to amplify a region comprising at least two polymorphic sites in the nucleic acid template; genotyping the polymorphic sites in the single nucleic acid molecule; determining the haplotype from the genotype of at least two polymorphic sites to obtain a haplotype for the subject; and comparing the haplotype of the subject to known disease-associated haplotypes wherein a match in the sample haplotype with a disease-associated haplotype indicates that the subject has the disease or that the subject is susceptible for the disease.  
         [0034]     In one embodiment, the method further comprises repeating the dilution, amplification and genotyping steps at least three times from the same nucleic acid sample to obtain at least four genotype replicas from the same subject and thereafter comparing the at least four genotype replicas to determine the haplotype. Preferably at least 4, 5, 6, 7, 8, 9, 10-15, 15-20, 25, 30, 40, 50-100 or more genotype replicas are produced. In one embodiment, about 12-18 replicas are produced.  
         [0035]     The invention also provides a method of determining a haplotype of a subject comprising the steps of treating a nucleic acid sample from the subject with a composition that differentially affects an epigenetically modified nucleotide in the nucleic acid sample to effectively create polymorphisms based on the epigenetic modification; diluting the treated nucleic acid sample into a single copy dilution; amplifying the diluted nucleic acid sample using at least two different primer pairs; genotyping the amplified sample; and determining the haplotype of the subject from the genotyped sample. The terms “epigenetic” modification or “epigenetically” modified nucleotides as described herein means nucleic acids that are modified by methylation, acetylation, or other epigenetic manner, i.e. by addition or deletion of a chemical or molecular structure on the nucleic acid which addition or deletion has an effect on the phenotype of the subject by altering the function of the modified nucleic acid.  
         [0036]     In one embodiment, the method further comprises repeating the steps of dilution, amplification and genotyping at least three times to obtain at least four genotype replicas from the same subject and thereafter determining a haplotype of the subject based on the genotype replicas. In a preferred embodiment, at least 4, 5, 6, 7, 8, 9, 10-15, 15-20, 25, 30, 40, 50-100, or more replicas are produced. In one preferred embodiment, about 12-18 replicas are produced. The method of claim  13 , wherein 12-18 replicas are produced.  
         [0037]     In one embodiment, the epigenetic modification is methylation.  
         [0038]     In yet another embodiment, the epigenetic modification is methylation and the composition that is used to treat the nucleic acid is bisulfite.  
         [0039]     In another embodiment, the invention provides a method of determining a haplotype in a subject comprising the steps of: digesting a nucleic acid sample from the subject with a methylation-sensitive restriction enzyme so that either unmethylated DNA or methylated DNA is left intact, depending on which enzyme is used; diluting the digested nucleic acid sample to a single molecule concentration; amplifying the diluted nucleic acid sample with at least two different primer pairs; genotyping the amplified sample; and determining a haplotype of a methylated nucleic acid wherein at least two polymorphic markers next to the methylation site, together with the methylation site, constitutes a haplotype.  
         [0040]     In one embodiment, the methylation sensitive enzyme is HpaII.  
         [0041]     In one embodiment, the method further comprises repeating the steps of diluting, amplifying and genotyping at least three times to obtain at least four genotype replicas from the same subject and thereafter determining a haplotype of the subject based on the genotype replicas. Preferably at least 4, 5, 6, 7, 8, 9, 10-15, 4, 5, 6, 7, 8, 9, 10-15, 15-20, 25, 30, 40, 50-100, or more replicas are produced. In one preferred embodiment, about 12-18 replicas are produced. The method of claim  13 , wherein 12-18 replicas are produced.  
     
    
     BRIEF DESCRIPTION OF FIGURES  
       [0042]      FIGS. 1A-1B  show a flow chart of multiplex genotyping of single DNA molecules for haplotype analysis using single nucleotide polymorphisms (SNPs) as markers. Traditional genotyping methods using a few nano-grams (ng) genomic DNA (about 1600 copies of genomic templates) yield only the genotypes of each individual SNP marker, but the phases of these SNPs are not determined (shown in top right in the mass spectra in  FIG. 1A ). Simultaneous genotyping of several markers using multiplex assays with single DNA molecules ( FIG. 1B ) allows haplotyping analysis since the two alleles can be physically separated with very dilute DNA concentrations, shown in bottom right in the mass spectra in  FIG. 1B . In contrast to other molecular haplotyping methods, the entire haplotype block does not have to be amplified in this approach. Instead, only about 100 bp around each individual SNP is amplified for genotyping, resulting in very high efficiency of PCR amplification from single DNA molecules. The SNP markers can be as far apart as desired, as long as there is no significant break between them.  
         [0043]      FIG. 2  shows effects of genomic DNA concentration on haplotyping efficiency. About 3 pg, 5 pg and 9 pg (or 1, 1.6 and 3 copies of human genomic templates, respectively) were used for haplotyping of three SNP markers in the CETP region. The DNA copy number in a specific reaction was estimated by the Poisson distribution. The haplotyping result can either be a failed assay, successful haplotyping, both alleles present (no phase determination for the markers), or an incomplete multiplex. Except for incomplete multiplexes, values are percentages from 54 to 144 individual multiplex assays (see specification and example for details on the calculation), followed by predicted values using the Poisson distribution.  
         [0044]      FIG. 3  shows overlapping multiplex genotyping assays with single DNA molecules. Seven SNP markers (A: rs289744, B: rs2228667, C: rs5882, D: rs5880, E: rs5881, F: rs291044, G: 2033254) from an 8 kb genomic region of the CETP locus were chosen (details of these SNPs, their chromosome position and oligonucleotides used for genotyping are provided in Table 2). Two 5-plex genotyping assays were designed for these 7 markers and the overlapping heterozygous SNPs were used to obtain the entire haplotype of 7 SNP markers. Assays on individual  6  were used to demonstrate how this is carried out. Multiplex assay 1 determined the haplotype of 5 SNPs as AGAGT and CGGGC. Multiplex assay 2 determined the other haplotype of 5 SNPs as GGGCT and AGGTT. Then, the genotypes of the overlapping SNPs (SNP C, E, F) were used to combine the two 5-SNP haplotypes into a haplotype of 7 SNPs covering the entire region under investigation.  
     
    
     DETAILED DESCRIPTION OF THE INVENTION  
       [0045]     The present invention provides a direct molecule haplotyping approach which is based upon a surprising discovery that a single molecule dilution of genomic DNA can be used for separation of two homologous genomic DNAs and that using repeated dilutions from the same subject organisms as a starting material for multiplex amplification of different nucleic acid markers, haplotypes of any subject organisms can be determined and are statistically accurate. The diluted, amplified sample is then genotyped using, for example, the MASSARRAY™ system ( FIG. 1 ). Parallel genotyping of several different dilutions from the same subject results in statistically accurate haplotype determination in the subject organism.  
         [0046]     The approach of the present invention differs significantly from previous single molecule PCR method in that the method of the present invention does not require the amplification of the complete genomic region containing the markers of interest; thus it is not limited to only a few kb DNA. The method of the present invention achieves close to 100% genotype and haplotype-success rates for single DNA molecules. Additionally, the multiplex genotyping assay approach enables direct haplotype determination without pedigree genotype information. High throughput haplotyping can easily be achieved by incorporating the method of the present invention with any commercially available genotyping systems, such as the MASSARRAY™ system.  
         [0047]     In one embodiment, the invention provides a method of determining a haplotype of a subject comprising the steps of obtaining a nucleic acid, preferably a genomic DNA sample, diluting the nucleic acid sample into substantially a single molecule dilution, amplifying the nucleic acid sample with at least two primer pairs designed to amplify a genomic region containing a nucleic acid polymorphism on one chromosome and genotyping the amplified DNA. Repeating the steps from diluting the nucleic acid sample, at least 3 or more times and statistically analyzing the results, thereby determining the haplotype of the subject organisms.  
         [0048]     The “subject” as used in the specification refers to any organism with at least diploid genome including, but not limited to worms, fish, insects, plants, murine and other mammals including domestic animals such as cows, horse, dogs, cats, and, most preferably humans.  
         [0049]     The methods of the present invention are useful, for example, in diagnosing or determining a prognosis in a disease condition known to be associated with a specific haplotype(s), to map a disease or other biological trait the cause of which is currently unknown to a defined chromosomal region using haplotypes in the linkage analysis, to determine novel haplotypes, to detect haplotype associations with responsiveness to pharmaceuticals.  
         [0050]     Genomic DNA can be obtained or isolated from a subject using any method of DNA isolation known to one skilled in the art. Examples of DNA isolation methods can be found in general laboratory manuals, such as Sambrook and Russel, MOLECULAR CLONING: A LABORATORY MANUAL, 3rd Ed., Cold Spring Harbor Laboratory Press, Cold Spring Harbor, N.Y. (2001), the entirety of which is herein incorporated by reference  
         [0051]     Polymorphic Markers and Oligonucleotides. The number of polymorphic nucleic acid useful according to the present invention is ever increasing. Currently, such markers are readily available from a variety of publicly accessible databases and new ones are constantly being added to the pool of available markers. Markers including restriction length polymorphisms, short tandem repeats such as di-, tri-, and tetra-nucleotide repeats as well as methylation status can be used as polymorphic markers according to the present invention. Such markers are well known to one skilled in the art and can be found in various publications and databases including, for example, ATCC short tandem repeat (STR) database at http://www.atcc.org/Cultures/str.cfm.  
         [0052]     Particularly useful markers according to the present invention are single nucleotide polymorphisms (SNPs). Examples of useful SNP databases include, but are not limited to Human SNP Database at http://www-genome.wi.mit.edu/snp/human, NCBI dbSNP Home Page at http://www.ncbi.nlm.nih.gov/SNP, http://lifesciences.perkinelmer.com/SNPDatabase/welcome.asp, Celera Human SNP database at http://www.celera.com/genomics/academic/home.cfmn?ppage=cds&amp;cpage=snps, the SNP Database of the Genome Analysis Group (GAN) at http://www-gan.iarc.fr/SNPdatabase.html,  
         [0053]     A number of nucleic acid primers are already available to amplify DNA fragments containing the polymorphisms and their sequences can be obtained, for example, from the above-identified databases. Additional primers can also be designed, for example, using a method similar to that published by Vieux, E. F., Kwok, P-Y and Miller, R. D. in BioTechniques (June 2002) Vol. 32. Supplement: “SNPs: Discovery of Marker Disease, pp. 28-32. Novel SNPs can also be identified using a method of MASSARRAY™ Discovery-RT (SNP-Discovery) system by SEQUENOM Inc. (San Diego, Calif.).  
         [0054]     A number of different nucleotide polymorphism genotyping methods useful according to the present invention are known to one skilled in the art. Methods such as restriction length polymorphism analysis (RFLP), single-strand conformation polymorphism (SSCP) analysis, denaturing gradient gel electrophoresis (DGGE), temperature gradient gel electrophoresis (TGGE), chemical cleavage analysis, direct sequencing of nucleic acids using labels including but not limited to fluorescent and radioactive labels. All these methods have been available or at least a decade and are well known to one skilled in the art.  
         [0055]     SNP genotyping can be performed using a number of different techniques known to one skilled in the art. For example, SNP genotyping by MALDI-TOF mass spectrometry can performed using, for example, the Sequenom&#39;s mass spectrometry system, MASSARRAY™. In this method, after multiplexed PCR has been performed using more than one primer pair, each flanking different SNPs, a minisequencing primer extension reaction is performed in a single well using chain terminator nucleotides. The size of reaction products is determined directly by MALDI-TOF mass spectrometry, yielding the genotype information. It should be possible based upon this teaching. Multiplexing permits determination of, for example, at least 2, 3, 4, and 5 SNPs in a single well of a, for example 384 well plate. For example, at least 6, 7, 8, 9, 10-12-plex genotyping can be performed using the MASSARRAY™ system. The MASSARRAY™ system, for example, can be used to increase the multiplexity level of the genotyping reactions to even higher, for example at least 12-15, 20, 30, 40, and 50-100 and even higher.  
         [0056]     Alternatively, fragment analysis for SNP detection can be performed on batches of several samples on a capillary electrophoresis system, for example an ABI PRISM® 3100 GENETIC ANALYZER (Applied Biosystems, Foster City, Calif.). For capillary electrophoretic analysis, the primers can be labeled using dyes, including, but not limited to FAM, HEX, NED, LIZ, ROX, TAMRA, PET and VIC.  
         [0057]     Single SNP allelic discrimination can further be carried out using the ABI PRISM® 7900HT Sequence Detection System (Applied Biosystems, Foster City, Calif.), which allows analysis of single nucleotide polymorphisms (SNPs) using the fluorogenic 5′ nuclease assay.  
         [0058]     Yet another available method useful according to the present invention is an Arrayed Primer Extension (APEX) which is a resequencing method for rapid identification of polymorphisms that combines the efficiency of an microarray-based assay (alternative to gel-based methods, see, e.g., U.S. Pat. No. 6,153,379 and Shumaker et al. Hum. Mutat. 7(4):346-354, 1996) with the Sanger nucleic acid sequencing method (Sanger et al., Proc. Natl. Acad. Sci. 74:5463-5467 (1977)). Generally, microarrays are microchips, for example glass slides, containing thousands of DNA segments in an ordered array, witch allows the simultaneous analysis of thousands of genetic markers.  
         [0059]     A yet another genotyping method useful according to the present invention is a solid-phase mini-sequencing technique, which is also based upon a primer extension reaction and can be used for genotyping of SNPs and can also be easily automated (U.S. Pat. No. 6,013,431, Suomalainen et al. Mol. Biotechnol. June; 15(2):123-31, 2000).  
         [0060]     In general, a primer extension reaction is a modified cycle sequencing reaction in which at least one dideoxynucleotide (terminator) is present and not all deoxynucleotides are present at any significant concentration. When a terminator is incorporated onto a DNA strand, no further extension can occur on that strand. In a standard cycle sequencing reaction, terminators are present only in small concentrations along with high concentrations of typical nucleotides. In the single base extension reactions for SNP assays, two or more fluorescently or radioactively labeled terminator nucleotides (corresponding to the two or more alleles present at the SNP to be typed) are used.  
         [0061]     The steps of the method of the present invention include diluting the nucleic acid sample into single nucleotide dilution, amplifying the diluted sample, and genotyping the amplified sample. These steps are repeated at least 3 times, preferably at least 4, 5, 6, 7, 8, 9, 10-15, 15-20, 20-25, or even 25-50 times. Preferably, the steps are repeated about 12-18 times so that the results can be statistically analyzed. The Poisson distribution analysis is used to analyze the results using the methods known to one skilled in the art. The analysis is described in detail, for example in Stephens et al. Am J Hum Genet 46: 1149-1155, 1990.  
         [0062]     Haplotype is defined as a combination of alleles or nucleic acid polymorphisms, such as SNPs of closely linked loci that are found in a single chromosome and which tend to be inherited together. Recombinations occur at different frequency in different parts of the genome and therefore, the length of the haplotypes vary throughout the chromosomal regions and chromosomes. For a specific gene segment, there are often many theoretically possible combinations of SNPs, and therefore there are many theoretically possible haplotypes.  
         [0063]     Traditionally, information about gene flow in a pedigree has been used to reconstruct likely haplotypes for families and individuals. However, even if nucleic acid samples from all the family members were available, which is rarely the case, statistics-based haplotype analysis does frequently not reveal the correct phase, i.e. haplotype, of the markers. Additionally, collection of large sample materials from, for example human families, is time consuming and expensive. In one embodiment, the present invention provides a method wherein novel haplotypes are determined using either established or novel nucleic acid polymorphisms. For example, novel SNPs are first identified using nucleic acid samples isolated from several subject organisms of the same species, each polymorphic SNP marker from a subject is then genotyped individually, for example using about 1-10 ng, preferably about 5 ng genomic DNA. The genomic DNA sample is then diluted into about 1 copy of genomic template per dilution. The haplotype is determined by determining the SNP&#39;s in a diluted sample, i.e., sample diluted into a substantially single molecule dilution. Alternatively, the sample can be genotyped first or in parallel for each maker using more concentrated nucleic acid solution. This can be used to verify or control the haplotype determination using the diluted sample replicas.  
         [0064]     The genomic region to be haplotyped using the method of the present invention is preferably at least about 1, 2, 3, 4, 5, 6, 7, 8, or 9 kb, more preferably at least about 10 kb or more, at least about 15 kb or more, at least about 20 kb or more. In one embodiment, the size of the region containing the polymorphic nucleotides is at least about 25 kb or more, at least about 35 kb or more, at least about 40-45 kb, or 45-50 or even about 50-100 kb or more. Most preferably the genomic region is about 25 kb ore more.  
         [0065]     In determining the haplotypes, both the PCR and the genotyping reactions are preferably “multiplexed” which term is meant to include combining at least two, preferably more than at least 3, 4, 5, 6, 7, 8, 9, 10-15, or 20-25 extension primers in the same reaction are used to identify, preferably at least about 3, 4, 5, 6, 7, 8, 9, 10-15, or 20-25 polymorphic nucleic acid regions in the same genotyping reaction. In one embodiment, at least 30 primer pairs or more are used.  
         [0066]     In one embodiment, the polymorphism is at least one nucleic acid modification, such as a methylation difference. In one embodiment, the present invention provides a method of determining haplotypes comprised of markers including methylation differences. The method of haplotyping methylation differences according to the present invention comprises the steps of diluting a nucleic acid sample from a subject organism into two parallel substantially single molecule dilutions. The two dilutions are consequently subjected to a methylation detection assay, for example, an AFLP assay (see, e.g., Vos et al. Nucleic Acids Res 23: 4407-4414, 1995; Xu et al., Plant Molecular Biology Reporter 18: 361-368, 2000). The assay described by Vos et al. and Xu et al is modified to perform according the method of present invention.  
         [0067]     In short, two single molecule dilutions are digested in two parallel reactions with a mixture comprising a methylation sensitive enzyme and another enzyme, preferably a less frequent cutting restriction enzyme, wherein the less frequent cutting restriction enzyme in both digestion reactions is the same and the methylation sensitive enzymes added to the two parallel reactions differ in their capacity to digest methylated/non-methylated nucleic acids. For example, one dilution is digested with a combination of EcoRI and HpaII and the parallel dilution is treated digested with EcoRI and MspI. The two digested samples are then ligated using an adapter-ligation solution as described in Vos et al. and Xu et al., and amplified in parallel reactions using at least two, preferably more than two primer pairs which are capable of recognizing the restriction enzyme recognition sites in the templates. In the above-described example, EcoRI and HpaII-MspI primers are used. One of the primers is labeled so as to allow detection of the fragments from the digestions using, for example gel electrophoretic methods or mass spectrometric detection.  
         [0068]     The methylation detection procedure as described above is repeated at least 3 more times, preferably at least about 6-12 times so as to allow statistical analysis of the correct methylation haplotype in the subject organism.  
         [0069]     In light of this disclosure, other nucleic acid modification detection technologies including methylation detection techniques may be readily adapted to be used according to the principle steps of the present invention including single molecule dilution, digestion, multiplex amplification and multiplex genotyping. Methylation detection methods may also be combined to detect both methylation and other polymorphic markers, such as SNPs. In such embodiment, the amplification after restriction enzyme digestion is performed not only with methylation specific primers but also with primers designed to amplify fragments containing known nucleic acid polymorphisms, such as SNPs.  
         [0070]     In one embodiment, the invention provides a method of creating haplotypes of several polymorphic nucleotides using overlapping multiplex genotyping assays with single DNA molecules. For example, markers from a large genomic region are-chosen and one or more separate multiplex amplification reactions are performed from single nucleotide dilutions and overlapping heterozygous polynucleotide markers are used to obtain the entire haplotype.  
         [0071]     For example,  FIG. 3  shows seven SNP markers (A: rs289744, B: rs2228667, C: rs5882, D: rs5880, E: rs5881, F: rs291044, G: 2033254) from an 8 kb genomic region of the CETP locus that were chosen to determine a haplotype. Details of these SNPs, their chromosome position and oligonucleotides used for genotyping are provided in Table 2. Two 5-plex genotyping assays were designed for the 7 markers and the overlapping heterozygous SNPs were used to obtain the entire haplotype of 7 SNP markers. Assays on individual No. 6 were used to demonstrate how this is carried out. Multiplex assay 1 determined the haplotype of 5 SNPs as AGAGT and CGGGC. Multiplex assay 2 determined the other haplotype of 5 SNPs as GGGCT and AGGTT. Then, the genotypes of the overlapping SNPs (SNP C, E, F) were used to combine the two 5-SNP haplotypes into a haplotype of 7 SNPs covering the entire region under investigation.  
       EXAMPLE  
       [0072]     The effects of genomic DNA concentration on haplotyping efficiency were determined as follows. We used 3 picograms (pg), 5 pg and 9 pg (equivalent of 1, 1.6 and 3 genomic template copies) of genomic DNA for PCR amplification and genotyping of 3 SNPs in the CETP region from 12 individuals. Each 3-plex assay was repeated 12-18 times to evaluate the PCR and haplotyping efficiency. A typical assay result is summarized in Table 1. The copy number of the genomic DNA region of interest for very dilute DNA solutions is estimated by the Poisson distribution 13 . Haplotyping results were categorized into 4 groups (Table 1).  
         [0073]     Failed assays can result from either failed PCR amplification from single copy DNAs or simply no template present due to stochastic fluctuation of very dilute DNA solutions.  
         [0074]     Partially failed genotyping calls (or incomplete multiplexes) are those that have only 1 or 2 SNPs successfully genotyped. This is most likely due to unsuccessful PCR for 1 or 2 of the SNP DNA regions, since in most cases the 3 SNP markers are present or absent at the same time due to the close proximity of the SNP markers (&lt;628 bp). Poisson distribution may also result in the presence both alleles in the solution and hence the inability to resolve the phase of the SNPs.  
         [0075]     Successful haplotyping analysis is achieved when a single copy of the allele or multiple copies of the same allele are present and the genotyping is successful.  
         [0076]     Incomplete multiplex genotyping can be used to estimate the efficiency of genotyping from single copy DNA molecules. A partial genotyping call suggests the presence of the SNP DNA but a failure to genotype some of the SNPs. We typically observed 5-10% incomplete multiplex genotyping calls ( FIG. 2 ), suggesting a PCR efficiency of about 90-95% with single DNA molecules. This approach may overestimate the PCR efficiency, since we did not take the completely failed assays into account. We also carried out detailed comparison between observed and theoretical values of failed assays, successful haplotyping and the presence of both alleles ( FIG. 2  and see methods section for details of calculation). Theoretical values are based on the Poisson distribution of very dilute DNA solutions and the assumption of 100% PCR amplification efficiency. The close agreement between theoretical estimate and experimental observation substantiates the earlier estimate of extremely high PCR efficiency with single DNA molecules.  
         [0077]     High PCR efficiency is mainly due to the high efficiency of amplification of very short amplicons (typically 100 bp) and the high sensitivity of MALDI-TOF mass spectrometric detection of DNA oligonucleotides. High PCR efficiency is preferred for high-throughput haplotyping analysis. For example, with our current PCR efficiency, we can achieve 40-45% haplotyping efficiency with one single reaction using 3-4.5 pg genomic DNA. A replicate of 4 independent multiplex genotyping assays- will enable about 90% of direct haplotyping efficiency.  
         [0078]     We next demonstrated an approach for determining haplotypes where there are too many markers to be determined in one multiplex genotyping assay. Overlapping informative SNPs were used to combine haplotypes from several multiplex assays. We chose six SNP markers in an 8 kb CETP genomic region, and 2 overlapping 4-plex genotyping assays were used for haplotyping analysis ( FIG. 3 ). We were able to determine the haplotypes of all 12 individuals for this genomic region, with absolutely no optimization of the assay system.  
         [0079]     The approach presented here provides a powerful and unique technology platform for direct molecular haplotyping analysis of long-range genomic regions. This approach is completely independent of pedigree genotype information.  
         [0080]     We have further incorporated this technique with the commercially available MASSARRAY™ system for high-throughput applications. This technology is extremely useful in large-scale haplotyping and haplotype-based diagnostics.  
         [0081]     Materials and Methods  
         [0082]     Genomic DNAs and oligo nucleotides. Human genomic DNA samples used for haplotyping of the CETP locus were provided by SEQUENOM Inc. (San Diego, Calif.). These DNAs were isolated using the Puregene DNA isolation kit (Gentra Systems) from blood samples purchased from the Blood Bank (San Bernadino County, Calif.). The personal background of the blood donors is not accessible for these samples. Human genomic DNAs samples for haplotyping of a 25 kb segment on chromosome 5q31 were CETP family DNAs purchased from Coriell Cell Repositories (see Table 3). Information on SNPs and oligonucleotides for genotyping is provided in Table 2.  
         [0083]     Genotyping and haplotyping analysis. Genotyping analyses were carried out using the MassArray™ system (SEQUENOM Inc.). Each SNP from every individual was first genotyped individually using 5 ng genomic DNA. For haplotyping analysis, multiplex genotyping assays were carried out using 3 pg (or approximately 1 copy of genomic template, unless otherwise specified) genomic DNA.  
         [0084]     Analysis of effects of genomic DNA concentration on haplotyping. To calculate the percentage of failed assays, we simply counted all failed assays (no calls for either SNP), divided by the total number of assays. We typically do 12 to 18 replicates for each 6 or 12 individuals. The percentage of incomplete assays is calculated in the same way. To calculate percentage of successful haplotyping and both alleles, we excluded the data from those individuals with homozygous haplotypes. Theoretical predictions are based on the Poisson distribution of very diluted DNA solutions, according to a published method 13 .  
                             TABLE 1                           Sample Haplotype analysis with triplex genotyping assay a                  Repeat   Genotype Calls                       1   GGC b             2   GGC           3   — c             4   −GC d             5   —           6   GGC           7   —           8   ACA           9   −GC           10    A/G C/G A/C e             11    ACA           12    ACA                           a Genotypes of 3 SNP markers were determined with triplex assays from 3 pg genomic DNA.                  b The 3 SNPs are G, G, C genotype respectively.                  c Failed to genotype any of the 3 SNPs.                  d Failed to genotype the first SNP, the rest two SNPs are G and C respectively.                  e Failed to separate the two alleles, thus the genotypes are A/G, C/A and A/C for the 3 SNPs.             
 
         [0085]    
       
         
               
               
             
               
               
               
               
               
               
               
             
           
               
                 TABLE 2 
               
             
             
               
                   
               
               
                   
               
               
                 Single nucleotide polymorphism (SNP) markers, their chromosomal locations, primer pairs 
                   
               
               
                 to amplify the markers and terminator mixes used in the reaction. 
               
             
          
           
               
                   
                 Chrom. 
                   
                   
                   
                 Term. 
                   
               
               
                 SNP ID 
                 Position 
                 PCR primer 1 
                 PCR primer 2 
                 Extension Primer 
                 Mix 
               
               
                   
               
               
                 rs289741 
                 4728 
                 TCTACCAGCTTGGCTCCCTC 
                 AAGTCCATCAGCAGCAGCAG 
                 GGGAGTCAGCCCAGCTC 
                 ACT 
                   
               
               
                   
                 2625 
                 (SEQ ID NO.:1) 
                 (SEQ ID NO.:2) 
                 (SEQ ID NO.:3) 
               
               
                   
               
               
                 rs289742 
                 4728 
                 ACTGGTGAGACAATCCCTTC 
                 CCACTGGCATTAAAGTGCTG 
                 AGCCACAGAAGAAGGACTCC 
                 ACT 
               
               
                   
                 2337 
                 (SEQ ID NO.:4) 
                 (SEQ ID NO.:5) 
                 (SEQ ID NO.:6) 
               
               
                   
               
               
                 rs289744 
                 4728 
                 TACCAGAAACCAGACCTCTG 
                 AGTGCTGGACAGAAAGTGAG 
                 TGAGGATGGTGGGAGGG 
                 ACT 
               
               
                   
                 1997 
                 (SEQ ID NO.:7) 
                 (SEQ ID NO.:8) 
                 (SEQ ID NO.:9) 
               
               
                   
               
               
                 rs289744 a   
                 4728 
                 TCTACCAGAAACCAGACCTC 
                 AGTGCTGGACAGAAAGTGAG 
                 ACCTCTGAGGGCCCCTTAC 
                 CG 
               
               
                   
                 1997 
                 (SEQ ID NO.:10) 
                 (SEQ ID NO.:11) 
                 (SEQ ID NO.:12) 
               
               
                   
               
               
                 rs2228667 a   
                 4728 
                 CTCGAGTGATAATCTCAGGG 
                 AGGTAGTGTTTACAGCCCTC 
                 TGATGATGTCGAAGAGGCTCATG 
                 CG 
               
               
                   
                 2820 
                 (SEQ ID NO.:13) 
                 (SEQ ID NO.:14) 
                 (SEQ ID NO.:15) 
               
               
                   
               
               
                 rs5882 a   
                 4728 
                 TTACGAGACATGACCTCAGG 
                 GCATTTGATTGGCAGAGCAG 
                 CTGCAGGAAGCTCTGGATG 
                 CG 
               
               
                   
                 4007 
                 (SEQ ID NO.:16) 
                 (SEQ ID NO.:17) 
                 (SEQ ID NO.:18) 
               
               
                   
               
               
                 rs5882 b   
                 4728 
                 GCATTTGATTGGCAGAGCAG 
                 TTACGAGACATGACCTCAGG 
                 AGAGCAGCTCCGAGTCC 
                 ACT 
               
               
                   
                 4007 
                 (SEQ ID NO.:19) 
                 (SEQ ID NO.:20) 
                 (SEQ ID NO.:21) 
               
               
                   
               
               
                 rs5880 b   
                 4728 
                 GCAGCACATACTGGAAATCC 
                 TTTCTCTCCCCAGGATATCG 
                 GCTTTTTCTTAGAATAGGAGG 
                 ACT 
               
               
                   
                 5008 
                 (SEQ ID NO.:22) 
                 (SEQ ID NO.:23) 
                 (SEQ ID NO.:24) 
               
               
                   
               
               
                 rs5881 a   
                 4728 
                 AGATCTTGGGCATCTTGAGG 
                 ACCCCTGTCTTCCACAGGTT 
                 TGGGCCTGGCTGGGGAAGC 
                 CG 
               
               
                   
                 8087 
                 (SEQ ID NO.:25) 
                 (SEQ ID NO.:26) 
                 (SEQ ID NO.:27) 
               
               
                   
               
               
                 rs5881 b   
                 4728 
                 ACCCCTGTCTTCCACAGGTT 
                 AGATCTTGGGCATCTTGAGG 
                 TGTCTTCCACAGGTTGTCGGC 
                 ACT 
               
               
                   
                 8087 
                 (SEQ ID NO.:28) 
                 (SEQ ID NO.:29) 
                 (SEQ ID NO.:30) 
               
               
                   
               
               
                 rs291044 a   
                 4728 
                 GTAAAACTGCAGCTGAGGAG 
                 TGACTAGGTCAGGTCCCCTC 
                 GGAGTATTTAAAGGAGAGACACACTAG 
                 CG 
               
               
                   
                 8647 
                 (SEQ ID NO.:31) 
                 (SEQ ID NO.:32) 
                 (SEQ ID NO.:33) 
               
               
                   
               
               
                 rs291044 b   
                 4728 
                 TGACTAGGTCAGGTCCCCTC 
                 GTAAAACTGCAGCTGAGGAG 
                 CCCTCGTGCCACAGCCT 
                 ACT 
               
               
                   
                 8647 
                 (SEQ ID NO.:34) 
                 (SEQ ID NO.:35) 
                 (SEQ ID NO.:36) 
               
               
                   
               
               
                 rs2033254 b   
                 4729 
                 GGACATCAAAGGAACAGGAC 
                 ACTCACAATATTGGGCAGGC 
                 CAAGGGGCTAAGGGAGAAG 
                 ACT 
               
               
                   
                 0114 
                 (SEQ ID NO.:37) 
                 (SEQ ID NO.:38) 
                 (SEQ ID NO.:39) 
               
               
                   
               
               
                 IGR2198A_1 c   
                 5062 
                 GGGTTGCATGAGCATTAAGT 
                 CACATCAAGGATAAGACTGC 
                 ATCTCTTCAGTAGACGAAC 
                 AC 
               
               
                   
                 66 d   
                 (SEQ ID NO.:40) 
                 (SEQ ID NO.:41) 
                 (SEQ ID NO.:42) 
               
               
                   
               
               
                 IGR2175A_2 
                 4950 
                 TGGCCTTGATTCAAACCCTG 
                 AGATGAAGGAAATCCCAAGG 
                 TGCCACTAACATACATAGTAAC 
                 AC 
               
               
                   
                 82 
                 (SEQ ID NO.:43) 
                 (SEQ ID NO.:44) 
                 (SEQ ID NO.:45) 
               
               
                   
               
               
                 IGR2150A_1 
                 4821 
                 CCTTGGCTTGATAGTCAAAC 
                 ATTTGGAGGAGTGCAGAGAG 
                 AGTCAAACTCTCACCAC 
                 AC 
               
               
                   
                 71 
                 (SEQ ID NO.:46) 
                 (SEQ ID NO.:47) 
                 (SEQ ID NO.:48) 
               
               
                   
               
               
                     a Multiplex Group a    
               
               
                     b Multiplex Group b    
               
               
                     c SNP ID from ref    
               
               
                     d Position of SNP from ref    
               
               
                   Term. Mix = terminator nucleotide mix. Chrom. Position = chromosomal position    
               
             
          
         
       
     
         [0086]    
       
         
               
             
               
               
               
               
             
           
               
                 TABLE 3 
               
             
             
               
                   
               
               
                   
               
               
                 DNA samples used in the Example. 
               
             
          
           
               
                 Repository 
                   
                   
                   
               
               
                 Number 
                 Sample Type 
                 Sample Description 
                 Relation 
               
               
                   
               
               
                 GM12547 
                 Lymphoblast 
                 CEPH/FRENCH PEDIGREE 66 
                 father 
               
               
                 GM12548 
                 Lymphoblast 
                 CEPH/FRENCH PEDIGREE 66 
                 mother 
               
               
                 GM12549 
                 Lymphoblast 
                 CEPH/FRENCH PEDIGREE 66 
                 son 
               
               
                 GM12550 
                 Lymphoblast 
                 CEPH/FRENCH PEDIGREE 66 
                 daughter 
               
               
                 GM12551 
                 Lymphoblast 
                 CEPH/FRENCH PEDIGREE 66 
                 daughter 
               
               
                 GM12552 
                 Lymphoblast 
                 CEPH/FRENCH PEDIGREE 66 
                 son 
               
               
                 GM12553 
                 Lymphoblast 
                 CEPH/FRENGH PEDIGREE 66 
                 daughter 
               
               
                 GM12554 
                 Lymphoblast 
                 CEPH/FRENCH PEDIGREE 66 
                 daughter 
               
               
                 GM12555 
                 Lymphoblast 
                 CEPH/FRENCH PEDIGREE 66 
                 son 
               
               
                 GM12556 
                 Lymphoblast 
                 CEPH/FRENCH PEDIGREE 66 
                 paternal 
               
               
                   
                   
                   
                 grandfather 
               
               
                 GM12557 
                 Lymphoblast 
                 CEPH/FRENCH PEDIGREE 66 
                 paternal 
               
               
                   
                   
                   
                 grandmother 
               
               
                 GM12558 
                 Lymphoblast 
                 CEPH/FRENCH PEDIGREE 66 
                 maternal 
               
               
                   
                   
                   
                 grandfather 
               
               
                 GM12559 
                 Lymphoblast 
                 CEPH/FRENCH PEDIGREE 66 
                 maternal 
               
               
                   
                   
                   
                 grandmother 
               
               
                 GM07038 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1333 
                 father 
               
               
                 GM06987 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1333 
                 mother 
               
               
                 GM07004 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1333 
                 son 
               
               
                 GM07052 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1333 
                 son 
               
               
                 GM06982 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1333 
                 son 
               
               
                 GM07011 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1333 
                 daughter 
               
               
                 GM07009 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1333 
                 son 
               
               
                 GM07678 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1333 
                 son 
               
               
                 GM07026 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1333 
                 son 
               
               
                 GM07679 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1333 
                 son 
               
               
                 GM07049 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1333 
                 paternal 
               
               
                   
                   
                   
                 grandfather 
               
               
                 GM07002 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1333 
                 paternal 
               
               
                   
                   
                   
                 grandmother 
               
               
                 GM07017 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1333 
                 maternal 
               
               
                   
                   
                   
                 grandfather 
               
               
                 GM07341 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1333 
                 maternal 
               
               
                   
                   
                   
                 grandmother 
               
               
                 GM11820 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1333 
                 daughter 
               
               
                 GM07029 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1340 
                 father 
               
               
                 GM07019 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1340 
                 mother 
               
               
                 GM07062 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1340 
                 daughter 
               
               
                 GM07053 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1340 
                 daughter 
               
               
                 GM07008 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1340 
                 son 
               
               
                 GM07040 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1340 
                 son 
               
               
                 GM07342 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1340 
                 son 
               
               
                 GM07027 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1340 
                 son 
               
               
                 GM06994 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1340 
                 paternal 
               
               
                   
                   
                   
                 grandfather 
               
               
                 GM07000 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1340 
                 paternal 
               
               
                   
                   
                   
                 grandmother 
               
               
                 GM07022 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1340 
                 maternal 
               
               
                   
                   
                   
                 grandfather 
               
               
                 GM07056 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1340 
                 maternal 
               
               
                   
                   
                   
                 grandmother 
               
               
                 GM11821 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1340 
                 son 
               
               
                 GM07349 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1345 
                 father 
               
               
                 GM07348 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1345 
                 mother 
               
               
                 GM07350 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1345 
                 daughter 
               
               
                 GM07351 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1345 
                 son 
               
               
                 GM07352 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1345 
                 son 
               
               
                 GM07353 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1345 
                 son 
               
               
                 GM07354 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1345 
                 daughter 
               
               
                 GM07355 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1345 
                 son 
               
               
                 GM07356 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1345 
                 son 
               
               
                 GM07347 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1345 
                 paternal 
               
               
                   
                   
                   
                 grandfather 
               
               
                 GM07346 
                 Lymphoblast 
                 CEPH/UTAN PEDIGREE 1345 
                 paternal 
               
               
                   
                   
                   
                 grandmother 
               
               
                 GM07357 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1345 
                 maternal 
               
               
                   
                   
                   
                 grandfather 
               
               
                 GM07345 
                 Lymphoblast 
                 CEPH/UTAH PEDIGREE 1345 
                 maternal 
               
               
                   
                   
                   
                 grandmother 
               
               
                   
               
             
          
         
       
     
       REFERENCES  
       [0087]     The references cited herein and throughout the specification are incorporated herein by reference in their entirety. 
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