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Large-scale gene-centric meta-analysis across 39 studies identifies type 2 diabetes loci.

Richa Saxena | Clara C Elbers | Yiran Guo | Inga Peter | Tom R Gaunt | Jessica L Mega | Matthew B Lanktree | Archana Tare | Berta Almoguera Castillo | Yun R Li | Toby Johnson | Marcel Bruinenberg | Diane Gilbert-Diamond | Ramakrishnan Rajagopalan | Benjamin F Voight | Ashok Balasubramanyam | John Barnard | Florianne Bauer | Jens Baumert | Tushar Bhangale | Bernhard O Böhm | Peter S Braund | Paul R Burton | Hareesh R Chandrupatla | Robert Clarke | Rhonda M Cooper-DeHoff | Errol D Crook | George Davey-Smith | Ian N Day | Anthonius de Boer | Mark C H de Groot | Fotios Drenos | Jane Ferguson | Caroline S Fox | Clement E Furlong | Quince Gibson | Christian Gieger | Lisa A Gilhuijs-Pederson | Joseph T Glessner | Anuj Goel | Yan Gong | Struan F A Grant | Diederick E Grobbee | Claire Hastie | Steve E Humphries | Cecilia E Kim | Mika Kivimaki | Marcus Kleber | Christa Meisinger | Meena Kumari | Taimour Y Langaee | Debbie A Lawlor | Mingyao Li | Maximilian T Lobmeyer | Anke-Hilse Maitland-van der Zee | Matthijs F L Meijs | Cliona M Molony | David A Morrow | Gurunathan Murugesan | Solomon K Musani | Christopher P Nelson | Stephen J Newhouse | Jeffery R O'Connell | Sandosh Padmanabhan | Jutta Palmen | Sanjey R Patel | Carl J Pepine | Mary Pettinger | Thomas S Price | Suzanne Rafelt | Jane Ranchalis | Asif Rasheed | Elisabeth Rosenthal | Ingo Ruczinski | Sonia Shah | Haiqing Shen | Günther Silbernagel | Erin N Smith | Annemieke W M Spijkerman | Alice Stanton | Michael W Steffes | Barbara Thorand | Mieke Trip | Pim van der Harst | Daphne L van der A | Erik P A van Iperen | Jessica van Setten | Jana V van Vliet-Ostaptchouk | Niek Verweij | Bruce H R Wolffenbuttel | Taylor Young | M Hadi Zafarmand | Joseph M Zmuda | Look AHEAD Research Group | DIAGRAM consortium | Michael Boehnke | David Altshuler | Mark McCarthy | W H Linda Kao | James S Pankow | Thomas P Cappola | Peter Sever | Neil Poulter | Mark Caulfield | Anna Dominiczak | Denis C Shields | Deepak L Bhatt | Li Zhang | Sean P Curtis | John Danesh | Juan P Casas | Yvonne T van der Schouw | N Charlotte Onland-Moret | Pieter A Doevendans | Gerald W Dorn | Martin Farrall | Garret A FitzGerald | Anders Hamsten | Robert Hegele | Aroon D Hingorani | Marten H Hofker | Gordon S Huggins | Thomas Illig | Gail P Jarvik | Julie A Johnson | Olaf H Klungel | William C Knowler | Wolfgang Koenig | Winfried März | James B Meigs | Olle Melander | Patricia B Munroe | Braxton D Mitchell | Susan J Bielinski | Daniel J Rader | Muredach P Reilly | Stephen S Rich | Jerome I Rotter | Danish Saleheen | Nilesh J Samani | Eric E Schadt | Alan R Shuldiner | Roy Silverstein | Kandice Kottke-Marchant | Philippa J Talmud | Hugh Watkins | Folkert W Asselbergs | Paul I W de Bakker | Jeanne McCaffery | Cisca Wijmenga | Marc S Sabatine | James G Wilson | Alex Reiner | Donald W Bowden | Hakon Hakonarson | David S Siscovick | Brendan J Keating
American journal of human genetics | 2012

To identify genetic factors contributing to type 2 diabetes (T2D), we performed large-scale meta-analyses by using a custom ∼50,000 SNP genotyping array (the ITMAT-Broad-CARe array) with ∼2000 candidate genes in 39 multiethnic population-based studies, case-control studies, and clinical trials totaling 17,418 cases and 70,298 controls. First, meta-analysis of 25 studies comprising 14,073 cases and 57,489 controls of European descent confirmed eight established T2D loci at genome-wide significance. In silico follow-up analysis of putative association signals found in independent genome-wide association studies (including 8,130 cases and 38,987 controls) performed by the DIAGRAM consortium identified a T2D locus at genome-wide significance (GATAD2A/CILP2/PBX4; p = 5.7 × 10(-9)) and two loci exceeding study-wide significance (SREBF1, and TH/INS; p < 2.4 × 10(-6)). Second, meta-analyses of 1,986 cases and 7,695 controls from eight African-American studies identified study-wide-significant (p = 2.4 × 10(-7)) variants in HMGA2 and replicated variants in TCF7L2 (p = 5.1 × 10(-15)). Third, conditional analysis revealed multiple known and novel independent signals within five T2D-associated genes in samples of European ancestry and within HMGA2 in African-American samples. Fourth, a multiethnic meta-analysis of all 39 studies identified T2D-associated variants in BCL2 (p = 2.1 × 10(-8)). Finally, a composite genetic score of SNPs from new and established T2D signals was significantly associated with increased risk of diabetes in African-American, Hispanic, and Asian populations. In summary, large-scale meta-analysis involving a dense gene-centric approach has uncovered additional loci and variants that contribute to T2D risk and suggests substantial overlap of T2D association signals across multiple ethnic groups.

Pubmed ID: 22325160 RIS Download

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Associated grants

  • Agency: Medical Research Council, United Kingdom
    Id: MC_U137686857
  • Agency: Medical Research Council, United Kingdom
    Id: G0100222
  • Agency: British Heart Foundation, United Kingdom
    Id: RG/08/008/25291
  • Agency: NIGMS NIH HHS, United States
    Id: U01 GM074492
  • Agency: NHLBI NIH HHS, United States
    Id: N01 HC025195
  • Agency: British Heart Foundation, United Kingdom
    Id: PG/09/022/26739
  • Agency: NCATS NIH HHS, United States
    Id: UL1 TR000124
  • Agency: Medical Research Council, United Kingdom
    Id: G0902037
  • Agency: NHLBI NIH HHS, United States
    Id: R01 HL074730
  • Agency: Medical Research Council, United Kingdom
    Id: G0600705
  • Agency: NIDDK NIH HHS, United States
    Id: K24 DK080140
  • Agency: NIDDK NIH HHS, United States
    Id: R21 DK089378
  • Agency: British Heart Foundation, United Kingdom
    Id: RG/08/014/24067
  • Agency: British Heart Foundation, United Kingdom
    Id: RG/07/008/23674
  • Agency: Medical Research Council, United Kingdom
    Id: G19/35
  • Agency: Medical Research Council, United Kingdom
    Id: G8802774
  • Agency: Wellcome Trust, United Kingdom
    Id: 090532
  • Agency: Medical Research Council, United Kingdom
    Id: G9521010
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC65226
  • Agency: NHLBI NIH HHS, United States
    Id: R01 HL088577
  • Agency: British Heart Foundation, United Kingdom
    Id: RG/10/12/28456
  • Agency: NIDDK NIH HHS, United States
    Id: P30 DK017047
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-65226

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