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Abstract

Identifying the genetic variants that increase the risk of type 2 diabetes (T2D) in humans has been a formidable challenge. Adopting a genome-wide association strategy, we genotyped 1161 Finnish T2D cases and 1174 Finnish normal glucose-tolerant (NGT) controls with >315,000 single-nucleotide polymorphisms (SNPs) and imputed genotypes for an additional >2 million autosomal SNPs. We carried out association analysis with these SNPs to identify genetic variants that predispose to T2D, compared our T2D association results with the results of two similar studies, and genotyped 80 SNPs in an additional 1215 Finnish T2D cases and 1258 Finnish NGT controls. We identify T2D-associated variants in an intergenic region of chromosome 11p12, contribute to the identification of T2D-associated variants near the genes IGF2BP2 and CDKAL1 and the region of CDKN2A and CDKN2B, and confirm that variants near TCF7L2, SLC30A8, HHEX, FTO, PPARG, and KCNJ11 are associated with T2D risk. This brings the number of T2D loci now confidently identified to at least 10.

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We thank the Finnish citizens who generously participated in this study; our colleagues from the DGI, WTCCC, and UKT2D for sharing prepublication data from their studies; S. Enloe of FUSION and E. Kwasnik, J. Gearhart, J. Romm, M. Zilka, C. Ongaco, A. Robinson, R. King, B. Craig, and E. Hsu of CIDR for expert technical work; and D. Leja of NHGRI for expert assistance with a figure. Support for this research was provided by NIH grants DK062370 (M.B.), DK072193 (K.L.M.), HL084729 (G.R.A.), HG002651 (G.R.A.), and U54 DA021519; National Human Genome Research Institute intramural project number 1 Z01 HG000024 (F.S.C.); a postdoctoral fellowship award from the American Diabetes Association (C.J.W.); a Wenner-Gren Fellowship (L.P.O.); and a Calvin Research Fellowship (R.P.). Genome-wide genotyping was performed by the Johns Hopkins University Genetic Resources Core Facility (GRCF) SNP Center at CIDR with support from CIDR NIH (contract N01-HG-65403) and the GRCF SNP Center.

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Published In

Science
Volume 316 | Issue 5829
1 June 2007

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Submission history

Received: 12 March 2007
Accepted: 20 April 2007
Published in print: 1 June 2007

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Notes

Supporting Online Material
www.sciencemag.org/cgi/content/full/1142382/DC1
Author Contributions
Materials and Methods
Figs. S1 to S3
Tables S1 to S7
References

Authors

Affiliations

Laura J. Scott
Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA.
Karen L. Mohlke
Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA.
Lori L. Bonnycastle
Genome Technology Branch, National Human Genome Research Institute, Bethesda, MD 20892, USA.
Cristen J. Willer
Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA.
Yun Li
Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA.
William L. Duren
Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA.
Michael R. Erdos
Genome Technology Branch, National Human Genome Research Institute, Bethesda, MD 20892, USA.
Heather M. Stringham
Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA.
Peter S. Chines
Genome Technology Branch, National Human Genome Research Institute, Bethesda, MD 20892, USA.
Anne U. Jackson
Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA.
Ludmila Prokunina-Olsson
Genome Technology Branch, National Human Genome Research Institute, Bethesda, MD 20892, USA.
Chia-Jen Ding
Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA.
Amy J. Swift
Genome Technology Branch, National Human Genome Research Institute, Bethesda, MD 20892, USA.
Narisu Narisu
Genome Technology Branch, National Human Genome Research Institute, Bethesda, MD 20892, USA.
Tianle Hu
Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA.
Randall Pruim
Department of Mathematics and Statistics, Calvin College, Grand Rapids, MI 49546, USA.
Rui Xiao
Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA.
Xiao-Yi Li
Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA.
Karen N. Conneely
Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA.
Nancy L. Riebow
Genome Technology Branch, National Human Genome Research Institute, Bethesda, MD 20892, USA.
Andrew G. Sprau
Genome Technology Branch, National Human Genome Research Institute, Bethesda, MD 20892, USA.
Maurine Tong
Genome Technology Branch, National Human Genome Research Institute, Bethesda, MD 20892, USA.
Peggy P. White
Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA.
Kurt N. Hetrick
Center for Inherited Disease Research (CIDR), Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, MD 21224, USA.
Michael W. Barnhart
Center for Inherited Disease Research (CIDR), Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, MD 21224, USA.
Craig W. Bark
Center for Inherited Disease Research (CIDR), Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, MD 21224, USA.
Janet L. Goldstein
Center for Inherited Disease Research (CIDR), Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, MD 21224, USA.
Lee Watkins
Center for Inherited Disease Research (CIDR), Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, MD 21224, USA.
Fang Xiang
Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA.
Jouko Saramies
Savitaipale Health Center, 54800 Savitaipale, Finland.
Thomas A. Buchanan
Division of Endocrinology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA.
Richard M. Watanabe
Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA.
Department of Physiology and Biophysics, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA.
Timo T. Valle
Diabetes Unit, Department of Epidemiology and Health Promotion, National Public Health Institute, 00300 Helsinki, Finland.
Leena Kinnunen
Diabetes Unit, Department of Epidemiology and Health Promotion, National Public Health Institute, 00300 Helsinki, Finland.
Department of Public Health, University of Helsinki, 00014 Helsinki, Finland.
Gonçalo R. Abecasis
Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA.
Elizabeth W. Pugh
Center for Inherited Disease Research (CIDR), Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, MD 21224, USA.
Kimberly F. Doheny
Center for Inherited Disease Research (CIDR), Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, MD 21224, USA.
Richard N. Bergman
Department of Physiology and Biophysics, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA.
Jaakko Tuomilehto
Diabetes Unit, Department of Epidemiology and Health Promotion, National Public Health Institute, 00300 Helsinki, Finland.
Department of Public Health, University of Helsinki, 00014 Helsinki, Finland.
South Ostrobothnia Central Hospital, 60220 Seinäjoki, Finland.
Francis S. Collins* [email protected]
Genome Technology Branch, National Human Genome Research Institute, Bethesda, MD 20892, USA.
Michael Boehnke* [email protected]
Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA.

Notes

*
To whom correspondence should be addressed. E-mail: [email protected] (M.B.); [email protected] (F.S.C.)

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