Abstract
Whole genome association studies have recently been enabled by combining tag SNP information derived from the International HapMap project with novel whole genome genotyping array technologies. In particular, Infinium® whole genome genotyping (WGG) technology now has the power to genotype over 1 million SNPs on a single array. Additionally, this assay provides access to virtually any SNP in the genome enabling selection of optimized SNP content . In this chapter, we provide an overview of the tag SNP-based selection strategy for Infinium whole-genome genotyping BeadChips, including the Human 1 M BeadChip. These advances in both SNP content and technology have enabled both large-scale whole-genome disease association (WGAS) and copy number variation (CNV) studies with the ultimate goal of identifying common genetic variants, disease-associated loci, proteins, and biomarkers.
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References
Thorleifsson, G., Magnusson, K. P., Sulem, P., et al. (2007) Common sequence variants in the LOXL1 gene confer susceptibility to exfoliation glaucoma. Science 317, 1397–400.
Libioulle, C., Louis, E., Hansoul, S., et al. (2007) Novel Crohn disease locus identified by genome-wide association maps to a gene desert on 5p13.1 and modulates expression of PTGER4. PLoS Genet 3, e58.
Moffatt, M. F., Kabesch, M., Liang, L., et al. (2007) Genetic variants regulating ORMDL3 expression contribute to the risk of childhood asthma. Nature 448, 470–3.
Stacey, S. N., Manolescu, A., Sulem, P., et al. (2007) Common variants on chromosomes 2q35 and 16q12 confer susceptibility to estrogen receptor-positive breast cancer. Nat Genet 39, 865–9.
Gudmundsson, J., Sulem, P., Steinthorsdottir, V., et al. (2007) Two variants on chromosome 17 confer prostate cancer risk, and the one in TCF2 protects against type 2 diabetes. Nat Genet 39, 977–83.
Helgadottir, A., Thorleifsson, G., Manolescu, A., et al. (2007) A common variant on chromosome 9p21 affects the risk of myocardial infarction. Science 316, 1491–3.
Gudbjartsson, D. F., Arnar, D. O., Helgadottir, A., et al. (2007) Variants conferring risk of atrial fibrillation on chromosome 4q25. Nature 448, 353–7.
Saxena, R., Voight, B. F., Lyssenko, V., et al. (2007) Genome-wide association analysis identifies loci for type 2 diabetes and triglyceride levels. Science 316, 1331–6.
Scott, L. J., Mohlke, K. L., Bonnycastle, L. L., et al. (2007) A genome-wide association study of type 2 diabetes in Finns detects multiple susceptibility variants. Science 316, 1341–5.
Consortium, T. W. T. C. C. (2007) Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls. Nature 447, 661–78.
Hunter, D. J., Kraft, P., Jacobs, K. B., et al. (2007) A genome-wide association study identifies alleles in FGFR2 associated with risk of sporadic postmenopausal breast cancer. Nat Genet 39, 870–4.
McKinney, C., Merriman, M. E., Chapman, P. T., et al. (2008) Evidence for an influence of chemokine ligand 3-like 1 (CCL3L1) gene copy number on susceptibility to rheumatoid arthritis. Ann Rheum Dis 67(3), 409–13.
Yeager, M., Orr, N., Hayes, R. B., et al. (2007) Genome-wide association study of prostate cancer identifies a second risk locus at 8q24. Nat Genet 39(5), 645–9.
Sladek, R., Rocheleau, G., Rung, J., et al. (2007) A genome-wide association study identifies novel risk loci for type 2 diabetes. Nature 445, 881–5.
Libioulle, C., Louis, E., Hansoul, S., et al. (2007) Novel Crohn Disease Locus Identified by Genome-Wide Association Maps to a Gene Desert on 5p13.1 and Modulates Expression of PTGER4. PLoS Genet 3, e58.
Gudmundsson, J., Sulem, P., Manolescu, A., et al. (2007) Genome-wide association study identifies a second prostate cancer susceptibility variant at 8q24. Nat Genet 39(5), 631–7.
Kasperaviciute, D., Weale, M. E., Shianna, K. V., et al. (2007) Large-scale pathways-based association study in amyotrophic lateral sclerosis. Brain 130(9), 2292–2301.
Couzin, J. (2005) Genomics. New haplotype map may overhaul gene hunting. Science 310, 601.
Hinds, D. A., Stuve, L. L., Nilsen, G. B., Halperin, E., Eskin, E., Ballinger, D. G., Frazer, K. A., and Cox, D. R. (2005) Whole-genome patterns of common DNA variation in three human populations. Science 307, 1072–9.
Gabriel, S. B., Schaffner, S. F., Nguyen, H., et al. (2002) The structure of haplotype blocks in the human genome. Science 296, 2225–9.
Salisbury, B. A., Pungliya, M., Choi, J. Y., Jiang, R., Sun, X. J., and Stephens, J. C. (2003) SNP and haplotype variation in the human genome. Mutat Res 526, 53–61.
Cardon, L. R., and Abecasis, G. R. (2003) Using haplotype blocks to map human complex trait loci. Trends Genet 19, 135–40.
Johnson, G. C., Esposito, L., Barratt, B. J., et al. (2001) Haplotype tagging for the identification of common disease genes. Nat Genet 29, 233–7.
Altshuler, D., Brooks, L. D., Chakravarti, A., Collins, F. S., Daly, M. J., Donnelly, P., and Consortium, T. I. H. (2005) A haplotype map of the human genome. Nature 437, 1299–320.
Eberle, M. A., Ng, P. C., Kuhn, K., et al. (2007) Power to Detect Risk Alleles Using Genome-Wide Tag SNP Panels. PLoS Genet 3, e170.
Carlson, C. S., Eberle, M. A., Rieder, M. J., Yi, Q., Kruglyak, L., and Nickerson, D. A. (2004) Selecting a maximally informative set of single-nucleotide polymorphisms for association analyses using linkage disequilibrium. Am J Hum Genet 74, 106–20.
Duerr, R. H., Taylor, K. D., Brant, S. R., et al. (2006) A genome-wide association study identifies IL23R as an inflammatory bowel disease gene. Science 314, 1461–3.
Peiffer, D. A., Le, J. M., Steemers, F. J., et al. (2006) High-resolution genomic profiling of chromosomal aberrations using Infinium whole-genome genotyping. Genome Res 16, 1136–48.
Jackson, E. M., Shaikh, T. H., Zhang, F., Wainwright, L. M., Storm, P. B., Hakonarson, H., Zackai, E. H., and Biegel, J. A. (2007) Atypical teratoid/rhabdoid tumor in a patient with Beckwith-Wiedemann syndrome. Am J Med Genet A 143, 1767–70.
Poot, M., Eleveld, M. J., van 't Slot, R., van Genderen, M. M., Verrijn Stuart, A. A., Hochstenbach, R., and Beemer, F. A. (2007) Proportional growth failure and oculocutaneous albinism in a girl with a 6.87 Mb deletion of region 15q26.2–>qter. Eur J Med Genet 50(6), 432–40.
Acknowledgments
The technology development summarized here would not have been possible without the efforts of many dedicated individuals. We would like to thank the people at Illumina for their valuable contributions in molecular biology, automation, oligo synthesis, chemistry, engineering, bioinformatics, software, manufacturing, and process development. Special thanks go to John Stuelpnagel, Cynthia Allred, and Rose Espejo for careful reading of the manuscript. The whole genome genotyping research was funded, in part, by grants from the NIH/NCI.
Illumina, Solexa, Sentrix, Array of Arrays, BeadArray, DASL, Infinium, GoldenGate, BeadXpress, VeraCode, Oligator, IntelliHyb, iSelect, CSPro and Making Sense Out of Life are registered trademarks or trademarks of Illumina Inc. All other brands and names contained herein are the property of their respective owners.
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© 2009 Humana Press, a part of Springer Science+Business Media, LLC
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Peiffer, D.A., Gunderson, K.L. (2009). Design of Tag SNP Whole Genome Genotyping Arrays. In: Dufva, M. (eds) DNA Microarrays for Biomedical Research. Methods in Molecular Biology, vol 529. Humana Press. https://doi.org/10.1007/978-1-59745-538-1_4
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DOI: https://doi.org/10.1007/978-1-59745-538-1_4
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