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PMID: 21874001 Published · epublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Genome-wide association study in individuals of South Asian ancestry identifies six new type 2 diabetes susceptibility loci.

Nature genetics ·Vol. 43 ·No. 10 ·2011-08-28 ·Pages 984-9

Kooner JS, Saleheen D, Sim X, Sehmi J, Zhang W, Frossard P, Been LF, Chia KS, Dimas AS, Hassanali N, Jafar T, Jowett JB, Li X, Radha V, Rees SD, Takeuchi F, Young R, Aung T, Basit A, Chidambaram M, Das D, Grundberg E, Hedman AK, Hydrie ZI, Islam M, Khor CC, Kowlessur S, Kristensen MM, Liju S, Lim WY, Matthews DR, Liu J, Morris AP, Nica AC, Pinidiyapathirage JM, Prokopenko I, Rasheed A, Samuel M, Shah N, Shera AS, Small KS, Suo C, Wickremasinghe AR, Wong TY, Yang M, Zhang F, DIAGRAM, MuTHER, Abecasis GR, Barnett AH, Caulfield M, Deloukas P, Frayling TM, Froguel P, Kato N, Katulanda P, Kelly MA, Liang J, Mohan V, Sanghera DK, Scott J, Seielstad M, Zimmet PZ, Elliott P, Teo YY, McCarthy MI, Danesh J, Tai ES, Chambers JC

Abstract

We carried out a genome-wide association study of type-2 diabetes (T2D) in individuals of South Asian ancestry. Our discovery set included 5,561 individuals with T2D (cases) and 14,458 controls drawn from studies in London, Pakistan and Singapore. We identified 20 independent SNPs associated with T2D at P < 10(-4) for testing in a replication sample of 13,170 cases and 25,398 controls, also all of South Asian ancestry. In the combined analysis, we identified common genetic variants at six loci (GRB14, ST6GAL1, VPS26A, HMG20A, AP3S2 and HNF4A) newly associated with T2D (P = 4.1 × 10(-8) to P = 1.9 × 10(-11)). SNPs at GRB14 were also associated with insulin sensitivity (P = 5.0 × 10(-4)), and SNPs at ST6GAL1 and HNF4A were also associated with pancreatic beta-cell function (P = 0.02 and P = 0.001, respectively). Our findings provide additional insight into mechanisms underlying T2D and show the potential for new discovery from genetic association studies in South Asians, a population with increased susceptibility to T2D.

MeSH Terms
Asians/genetics Case-Control Studies Diabetes Mellitus, Type 2/genetics Female Gene Expression Regulation Genetic Predisposition to Disease Genetics, Population Genome, Human Genome-Wide Association Study Humans Linkage Disequilibrium London Male Pakistan Polymorphism, Single Nucleotide Quantitative Trait Loci Singapore
Authors & Affiliations
69 authors, click to expand affiliations / ORCID
Kooner Jaspal S
National Heart and Lung Institute (NHLI), Imperial College London, Hammersmith Hospital, London, UK. [email protected]
Saleheen Danish
Sim Xueling
Sehmi Joban
Zhang Weihua
Frossard Philippe
Been Latonya F
Chia Kee-Seng
Dimas Antigone S
Hassanali Neelam
Jafar Tazeen
Jowett Jeremy B M
Li Xinzhong
Radha Venkatesan
Rees Simon D
Takeuchi Fumihiko
Young Robin
Aung Tin
Basit Abdul
Chidambaram Manickam
Das Debashish
Grundberg Elin
Hedman Asa K
Hydrie Zafar I
Islam Muhammed
Khor Chiea-Chuen
Kowlessur Sudhir
Kristensen Malene M
Liju Samuel
Lim Wei-Yen
Matthews David R
Liu Jianjun
Morris Andrew P
Nica Alexandra C
Pinidiyapathirage Janani M
Prokopenko Inga
Rasheed Asif
Samuel Maria
Shah Nabi
Shera A Samad
Small Kerrin S
Suo Chen
Wickremasinghe Ananda R
Wong Tien Yin
Yang Mingyu
Zhang Fan
DIAGRAM
MuTHER
Abecasis Goncalo R
Barnett Anthony H
Caulfield Mark
Deloukas Panos
Frayling Timothy M
Froguel Philippe
Kato Norihiro
Katulanda Prasad
Kelly M Ann
Liang Junbin
Mohan Viswanathan
Sanghera Dharambir K
Scott James
Seielstad Mark
Zimmet Paul Z
Elliott Paul
Teo Yik Ying
McCarthy Mark I
Danesh John
Tai E Shyong
Chambers John C
References (57)
57 references, click to expand
  1. Dual ablation of Grb10 and Grb14 in mice reveals their combined role in regulation of insulin signaling and glucose homeostasis.
    Mol Endocrinol. 2009 Sep;23(9):1406-14 PMID: 19541746
  2. Genetic control of human brain transcript expression in Alzheimer disease.
    Am J Hum Genet. 2009 Apr;84(4):445-58 PMID: 19361613
  3. Genomics, type 2 diabetes, and obesity.
    N Engl J Med. 2010 Dec 9;363(24):2339-50 PMID: 21142536
  4. Structural and functional studies of the Ras-associating and pleckstrin-homology domains of Grb10 and Grb14.
    Nat Struct Mol Biol. 2009 Aug;16(8):833-9 PMID: 19648926
  5. The adapter protein GRB10 is an endogenous negative regulator of insulin-like growth factor signaling.
    Endocrinology. 2005 Oct;146(10):4399-409 PMID: 16037382
  6. Genetic variation in SCN10A influences cardiac conduction.
    Nat Genet. 2010 Feb;42(2):149-52 PMID: 20062061
  7. HMG20A and HMG20B map to human chromosomes 15q24 and 19p13.3 and constitute a distinct class of HMG-box genes with ubiquitous expression.
    Cytogenet Cell Genet. 2000;88(1-2):62-7 PMID: 10773667
  8. Endosome to Golgi retrieval of the vacuolar protein sorting receptor, Vps10p, requires the function of the VPS29, VPS30, and VPS35 gene products.
    J Cell Biol. 1997 Apr 7;137(1):79-92 PMID: 9105038
  9. Replication of recently described type 2 diabetes gene variants in a South Indian population.
    Metabolism. 2010 Dec;59(12):1760-6 PMID: 20580033
  10. Mechanisms linking obesity to insulin resistance and type 2 diabetes.
    Nature. 2006 Dec 14;444(7121):840-6 PMID: 17167471
  11. SNP detection for massively parallel whole-genome resequencing.
    Genome Res. 2009 Jun;19(6):1124-32 PMID: 19420381
  12. Genetic influences on type 2 diabetes and metabolic syndrome related quantitative traits in Mauritius.
    Twin Res Hum Genet. 2009 Feb;12(1):44-52 PMID: 19210179
  13. Common regulatory variation impacts gene expression in a cell type-dependent manner.
    Science. 2009 Sep 4;325(5945):1246-50 PMID: 19644074
  14. A survey of genetic human cortical gene expression.
    Nat Genet. 2007 Dec;39(12):1494-9 PMID: 17982457
  15. The power of genomic control.
    Am J Hum Genet. 2000 Jun;66(6):1933-44 PMID: 10801388
  16. The Pakistan Risk of Myocardial Infarction Study: a resource for the study of genetic, lifestyle and other determinants of myocardial infarction in South Asia.
    Eur J Epidemiol. 2009;24(6):329-38 PMID: 19404752
  17. Enhanced diabetes care to patients of south Asian ethnic origin (the United Kingdom Asian Diabetes Study): a cluster randomised controlled trial.
    Lancet. 2008 May 24;371(9626):1769-76 PMID: 18502301
  18. High incidence of type 2 diabetes and increasing conversion rates from impaired fasting glucose and impaired glucose tolerance to diabetes in Mauritius.
    J Intern Med. 2004 Jul;256(1):37-47 PMID: 15189364
  19. The Khatri Sikh Diabetes Study (SDS): study design, methodology, sample collection, and initial results.
    Hum Biol. 2006 Feb;78(1):43-63 PMID: 16900881
  20. Reconstructing Indian population history.
    Nature. 2009 Sep 24;461(7263):489-94 PMID: 19779445
  21. Genome-wide scan identifies variation in MLXIPL associated with plasma triglycerides.
    Nat Genet. 2008 Feb;40(2):149-51 PMID: 18193046
  22. A map of human genome variation from population-scale sequencing.
    Nature. 2010 Oct 28;467(7319):1061-73 PMID: 20981092
  23. Common variants at the GCK, GCKR, G6PC2-ABCB11 and MTNR1B loci are associated with fasting glucose in two Asian populations.
    Diabetologia. 2010 Feb;53(2):299-308 PMID: 19937311
  24. Association of ADIPOQ gene variants with body weight, type 2 diabetes and serum adiponectin concentrations: the Finnish Diabetes Prevention Study.
    BMC Med Genet. 2011 Jan 10;12:5 PMID: 21219602
  25. Meta-analysis identifies 13 new loci associated with waist-hip ratio and reveals sexual dimorphism in the genetic basis of fat distribution.
    Nat Genet. 2010 Nov;42(11):949-60 PMID: 20935629
  26. Mutations in the hepatocyte nuclear factor-4alpha gene in maturity-onset diabetes of the young (MODY1)
    Nature. 1996 Dec 5;384(6608):458-60 PMID: 8945471
  27. Proteolytic shedding of ST6Gal-I by BACE1 regulates the glycosylation and function of alpha4beta1 integrins.
    J Biol Chem. 2008 Sep 26;283(39):26364-73 PMID: 18650447
  28. Fast and accurate long-read alignment with Burrows-Wheeler transform.
    Bioinformatics. 2010 Mar 1;26(5):589-95 PMID: 20080505
  29. AP-3: an adaptor-like protein complex with ubiquitous expression.
    EMBO J. 1997 Mar 3;16(5):917-28 PMID: 9118953
  30. PERILIPIN-dependent control of lipid droplet structure and fat storage in Drosophila.
    Cell Metab. 2010 Nov 3;12(5):521-32 PMID: 21035762
  31. Genetic variation at the perilipin (PLIN) locus is associated with obesity-related phenotypes in White women.
    Clin Genet. 2004 Oct;66(4):299-310 PMID: 15355432
  32. Prevalence and projections of diabetes and pre-diabetes in adults in Sri Lanka--Sri Lanka Diabetes, Cardiovascular Study (SLDCS).
    Diabet Med. 2008 Sep;25(9):1062-9 PMID: 19183311
  33. Singapore Genome Variation Project: a haplotype map of three Southeast Asian populations.
    Genome Res. 2009 Nov;19(11):2154-62 PMID: 19700652
  34. The architecture of gene regulatory variation across multiple human tissues: the MuTHER study.
    PLoS Genet. 2011 Feb 03;7(2):e1002003 PMID: 21304890
  35. Community-based interventions to promote blood pressure control in a developing country: a cluster randomized trial.
    Ann Intern Med. 2009 Nov 3;151(9):593-601 PMID: 19884620
  36. Hepatocyte nuclear factor 4alpha orchestrates expression of cell adhesion proteins during the epithelial transformation of the developing liver.
    Proc Natl Acad Sci U S A. 2006 May 30;103(22):8419-24 PMID: 16714383
  37. Global patterns of cis variation in human cells revealed by high-density allelic expression analysis.
    Nat Genet. 2009 Nov;41(11):1216-22 PMID: 19838192
  38. Species-specific differences in the expression of the HNF1A, HNF1B and HNF4A genes.
    PLoS One. 2009 Nov 16;4(11):e7855 PMID: 19924231
  39. A genome-wide association study in Europeans and South Asians identifies five new loci for coronary artery disease.
    Nat Genet. 2011 Mar 06;43(4):339-44 PMID: 21378988
  40. varLD: a program for quantifying variation in linkage disequilibrium patterns between populations.
    Bioinformatics. 2010 May 1;26(9):1269-70 PMID: 20308177
  41. Plasma homocysteine concentrations and risk of coronary heart disease in UK Indian Asian and European men.
    Lancet. 2000 Feb 12;355(9203):523-7 PMID: 10683001
  42. The interaction with HMG20a/b proteins suggests a potential role for beta-dystrobrevin in neuronal differentiation.
    J Biol Chem. 2010 Aug 6;285(32):24740-50 PMID: 20530487
  43. An FTO variant is associated with Type 2 diabetes in South Asian populations after accounting for body mass index and waist circumference.
    Diabet Med. 2011 Jun;28(6):673-80 PMID: 21294771
  44. Membrane recruitment of the cargo-selective retromer subcomplex is catalysed by the small GTPase Rab7 and inhibited by the Rab-GAP TBC1D5.
    J Cell Sci. 2009 Jul 15;122(Pt 14):2371-82 PMID: 19531583
  45. Methodology of the Singapore Indian Chinese Cohort (SICC) eye study: quantifying ethnic variations in the epidemiology of eye diseases in Asians.
    Ophthalmic Epidemiol. 2009 Nov-Dec;16(6):325-36 PMID: 19995197
  46. Perilipin A increases triacylglycerol storage by decreasing the rate of triacylglycerol hydrolysis.
    J Biol Chem. 2000 Dec 8;275(49):38486-93 PMID: 10948207
  47. Diabetes in Asia.
    Lancet. 2010 Jan 30;375(9712):408-18 PMID: 19875164
  48. A genome-wide association study of global gene expression.
    Nat Genet. 2007 Oct;39(10):1202-7 PMID: 17873877
  49. Twelve type 2 diabetes susceptibility loci identified through large-scale association analysis.
    Nat Genet. 2010 Jul;42(7):579-89 PMID: 20581827
  50. Global estimates of the prevalence of diabetes for 2010 and 2030.
    Diabetes Res Clin Pract. 2010 Jan;87(1):4-14 PMID: 19896746
  51. A genome-wide association study identifies novel risk loci for type 2 diabetes.
    Nature. 2007 Feb 22;445(7130):881-5 PMID: 17293876
  52. Principal components analysis corrects for stratification in genome-wide association studies.
    Nat Genet. 2006 Aug;38(8):904-9 PMID: 16862161
  53. Identification of novel retromer complexes in the mouse testis.
    Biochem Biophys Res Commun. 2008 Oct 10;375(1):16-21 PMID: 18656452
  54. Common genetic variation near MC4R is associated with waist circumference and insulin resistance.
    Nat Genet. 2008 Jun;40(6):716-8 PMID: 18454146
  55. A new multipoint method for genome-wide association studies by imputation of genotypes.
    Nat Genet. 2007 Jul;39(7):906-13 PMID: 17572673
  56. Diet-induced insulin resistance in mice lacking adiponectin/ACRP30.
    Nat Med. 2002 Jul;8(7):731-7 PMID: 12068289
  57. Mapping the genetic architecture of gene expression in human liver.
    PLoS Biol. 2008 May 6;6(5):e107 PMID: 18462017
Article Info
Journal
Nature genetics
Abbr.
Nat Genet
ISSN
1546-1718
Published
2011-08-28
Epub
2011-00-28
Pages
984-9
Language
English
Region
United States
NLM ID
9216904
PMCID
PMC3773920
Subset
IM
Grants
Medical Research Council · G0801056 · United Kingdom
British Heart Foundation · SP/04/002 · United Kingdom
NIDDK NIH HHS · R01 DK082766 · United States
Wellcome Trust · 083270/Z/07/Z · United Kingdom
Wellcome Trust · 079643 · United Kingdom
Wellcome Trust · 090532 · United Kingdom
Wellcome Trust · 070854/Z/03/Z · United Kingdom
NIDDK NIH HHS · DK-25446 · United States
NIDDK NIH HHS · R01DK082766 · United States
Wellcome Trust · 084723/Z/08/Z · United Kingdom
Medical Research Council · G0700931 · United Kingdom
Medical Research Council · G0601966 · United Kingdom
FIC NIH HHS · KO1TW006087 · United States
British Heart Foundation · RG/08/014/24067 · United Kingdom
Wellcome Trust · 080747/Z/06/Z · United Kingdom
Department of Health · RP-PG-0407-10371 · United Kingdom
FIC NIH HHS · K01 TW006087 · United States
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