4.8 Article

Low-frequency and rare exome chip variants associate with fasting glucose and type 2 diabetes susceptibility

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NATURE COMMUNICATIONS
卷 6, 期 -, 页码 -

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NATURE PUBLISHING GROUP
DOI: 10.1038/ncomms6897

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资金

  1. NIH through the American Recovery and Reinvestment Act [5RC2HL102419]
  2. Eric Boerwinkle on behalf of the Atherosclerosis Risk in Communities (ARIC) Study
  3. NHLBI [HHSN268201200036C, HHSN268200800007C, N01HC55222, N01HC85079, N01HC85080, N01HC85081, N01HC85082, N01HC85083, N01HC85086, HL080295, HL087652, HL103612, HL068986, N02-HL-6-4278]
  4. CHARGE infrastructure grant [HL105756]
  5. LDRD [14-200, 4R00HG006698-03]
  6. NIA [N01-AG-12100, N01AG62101, N01AG62103, N01AG62106, 1R01AG032098-01A1]
  7. NEI
  8. NIDCD
  9. NIA Intramural Research Program
  10. Hjartavernd (the Icelandic Heart Association)
  11. Althingi (the Icelandic Parliament)
  12. National Heart, Lung, and Blood Institute (NHLBI) [HHSN268201100005C, HHSN268201100006C, HHSN268201100007C, HHSN268201100008C, HHSN268201100009C, HHSN268201100010C, HHSN268201100011C, HHSN268201100012C, R01HL087641, R01HL59367, R01HL086694, N01-HC-95159, N01-HC-95169, RR-024156]
  13. National Human Genome Research Institute [U01HG004402]
  14. National Institutes of Health [HHSN268200625226C, U01-HG004729, R01-HL093029, R01-HL084099]
  15. NIH Roadmap for Medical Research
  16. National Heart, Lung, and Blood Institute
  17. University of Alabama at Birmingham [HHSN268201300025C, HHSN268201300026C]
  18. Northwestern University [HHSN268201300027C]
  19. University of Minnesota [HHSN268201300028C]
  20. Kaiser Foundation Research Institute [HHSN268201300029C]
  21. Johns Hopkins University School of Medicine [HHSN268200900041C]
  22. Intramural Research Program of the National Institute on Aging
  23. Chinese-American Eye Study (CHES) [EY017337]
  24. Research to Prevent Blindness
  25. Genetics of Latinos Diabetic Retinopathy (GOLDR) [EY14684]
  26. National Institute of Neurological Disorders and Stroke (NINDS)
  27. National Institute on Aging (NIA) [AG023629]
  28. National Center for Advancing Translational Sciences
  29. CTSI [UL1TR000124]
  30. National Institute of Diabetes and Digestive and Kidney Disease Diabetes Research Center (DRC) [DK063491]
  31. GlaxoSmithKline
  32. Faculty of Biology and Medicine of Lausanne, Switzerland
  33. Swiss National Science Foundation [3200B0-105993, 33CSCO-122661]
  34. GlaxoSmithKline (Drug Discovery-Verona, RD)
  35. Medical Research Council UK
  36. Ministry of Science, Education and Sport in the Republic of Croatia [108-1080315-0302]
  37. South West NHS Research and Development
  38. Exeter NHS Research and Development
  39. Darlington Trust
  40. Peninsula NIHR Clinical Research Facility at the University of Exeter
  41. European Research Council [SZ-245 50371-GLUCOSEGENES-FP7-IDEAS-ERC, ERC-2011-StG 280559-SEPI]
  42. German Federal Ministry of Education and Research (BMBF)
  43. Federal Ministry of Science, Germany [01 EA 9401]
  44. European Union [SOC 95201408 05 F02]
  45. German Cancer Aid [70-2488-Ha I]
  46. European Community [SOC 98200769 05 F02]
  47. Netherlands Organization for Scientific Research (NWO)
  48. NWO
  49. Russian Foundation for Basic research [047.016.009, 047.017.043]
  50. Erasmus MC
  51. Centre for Medical Systems Biology (CMSB
  52. National Genomics Initiative)
  53. ZonMw [91111025]
  54. NIH from NHLBI [R01-HL-087700, R01-HL-088215]
  55. NIH from NIDDK [R01-DK-8925601, R01-DK-075681]
  56. Medical Research Council [MC_U106179471, G0700931]
  57. Wellcome Trust [098051, WT098051, WT091310, 084723/Z/08/Z]
  58. National Heart, Lung and Blood Institute Division of Intramural Research
  59. National Institute for Diabetes and Digestive and Kidney Diseases (NIDDK) [R01 DK078616, R01DK079888, P30DK063491]
  60. NIDDK [K24 DK080140]
  61. American Diabetes Association Mentor-Based Postdoctoral Fellowship [7-09-MN-32]
  62. Canadian Diabetes Association Research Fellowship Award
  63. University of Verona, Italy
  64. NIDDK Research Career Award [K23 DK65978]
  65. Massachusetts General Hospital Physician Scientist Development Award
  66. Doris Duke Charitable Foundation Clinical Scientist Development Award
  67. Swedish Heart-Lung Foundation
  68. Umea Medical Research Foundation
  69. Vasterbotten County Council
  70. NIH grants through the National Heart, Lung, and Blood Institute [HL58625-01A1, HL59684, HL071025-01A1, U01HL72518, HL112064, HL087698]
  71. National Institute of Nursing Research [NR0224103]
  72. U.S. Federal Government from the National Heart, Lung, and Blood Institute [HHSN268201100037C]
  73. Novo Nordisk
  74. Swedish Research Council
  75. Pahlssons Foundation
  76. Heart Foundation of Northern Sweden
  77. Swedish Heart Lung Foundation
  78. Skane Regional Health Authority
  79. Swedish Diabetes Association
  80. Chief Scientist Office of the Scottish Government Health Directorates [CZD/16/6]
  81. Scottish Funding Council
  82. Faculty of Biology and Medicine of Lausanne
  83. Intramural Research Program of the NIH, National Institute on Aging [Z01 AG000949-02, Z01 AG007390-07]
  84. Timber Merchant Vilhelm Bang's Foundation
  85. Danish Heart Foundation [07-10-R61-A1754-B838-22392F]
  86. Health Insurance Foundation (Helsefonden) [2012B233]
  87. EU FP7 [257082, HEALTH-F5-2011-282510]
  88. Danish Research Council
  89. Danish Centre for Health Technology Assessment
  90. Novo Nordisk Inc.
  91. Research Foundation of Copenhagen County
  92. Ministry of Internal Affairs and Health
  93. Danish Heart Foundation
  94. Danish Pharmaceutical Association
  95. Augustinus Foundation
  96. Ib Henriksen Foundation
  97. Becket Foundation
  98. Danish Diabetes Association
  99. Lundbeck Foundation
  100. Novo Nordisk Foundation
  101. EU FP6 programme [LSHM_CT_2006_037197]
  102. Andrea and Charles Bronfman Philanthropies
  103. Department of Scientific Computing at the Icahn School of Medicine at Mount Sinai
  104. National Institute of Diabetes and Digestive and Kidney Diseases [HL060944, HL061019, HL060919, HL047887, HL047889, HL047890, HL47902]
  105. National Heart, Lung and Blood Institute [HHSN268201300046C, HHSN268201300047C, HHSN268201300048C, HHSN268201300049C, HHSN268201300050C]
  106. National Institute on Minority Health and Health Disparities
  107. NHLBI of the National Institutes of Health [R01HL107816]
  108. National Institute for Health Research Comprehensive Biomedical Research Centre Imperial College Healthcare NHS Trust
  109. British Heart Foundation [SP/04/002]
  110. National Institute for Health Research [RP-PG-0407-10371]
  111. United States Environmental Protection Agency (EPA) [RD83169701]
  112. National Center for Advancing Translational Sciences [UL1-TR000124]
  113. Cedars-Sinai Winnick Clinical Scholars Award
  114. Academy of Finland [77299, 124243]
  115. NIH [DK062370, DK093757, DK072193]
  116. Diabetes UK
  117. Magnus Bergvall Foundation
  118. Foundation for Old Servants
  119. Tore Nilsson foundation
  120. Fredrik and Ingrid Thuring foundation
  121. Ake-wiberg Foundation
  122. Karolinska Institutet Foundation
  123. Swedish e-science Research Center (SeRC)
  124. EU [QLG1-CT-2001-01252]
  125. AstraZeneca (Sweden)
  126. European Union grant [QLG1-CT-2001-01252]
  127. AstraZeneca
  128. Boehringer-Ingelheim
  129. LillyCo
  130. Research Institute for Diseases in the Elderly [014-93-015
  131. RIDE2]
  132. Netherlands Genomics Initiative (NGI)/Netherlands Organization for Scientific Research (NWO) [050-060-810]
  133. CHANCES [242244]
  134. Erasmus Medical Center
  135. Erasmus University Rotterdam
  136. Netherlands Organization for the Health Research and Development (ZonMw)
  137. Research Institute for Diseases in the Elderly (RIDE)
  138. Ministry of Education, Culture and Science
  139. Ministry for Health, Welfare and Sports
  140. European Commission (DG XII)
  141. Municipality of Rotterdam
  142. NWO grant veni (veni) [916.12.154]
  143. EUR Fellowship
  144. Foundation for Strategic Research
  145. Swedish Research Council [8691, 12660, 20653]
  146. European Commission [LSHM-CT-2007-037273]
  147. Knut and Alice Wallenberg Foundation
  148. Torsten and Ragnar Soderberg Foundation
  149. Strategic Cardiovascular and Diabetes Programmes of Karolinska Institutet
  150. Stockholm County Council [560183]
  151. National Medical Research Council (NMRC), Singapore [0796/2003, IRG07nov013, IRG09nov014, NMRC 1176/2008, STaR/0003/2008, CG/SERI/2010]
  152. Biomedical Research Council (BMRC), Singapore [08/1/35/19/550, 09/1/35/19/616]
  153. European Union (European Social Fund-ESF)
  154. National Strategic Reference Framework (NSRF)
  155. Uppsala University
  156. Knut och Alice Wallenberg Foundation
  157. European Research Council
  158. Swedish Diabetes Foundation [2013-024]
  159. Swedish Heart-Lung Foundation [20120197]
  160. Wellcome Trust Research Career Development Fellowship [086596/Z/08/Z]
  161. Fondazione Compagnia di San Paolo-Torino
  162. Fondazione Cariplo-Milano
  163. Italian Ministry of Health Progetto Finalizzato
  164. Italian Ministry of Health Progetto [CCM 2010, PRIN 2009]
  165. National Heart, Lung, and Blood Institute [HL043851, HL080467]
  166. National Cancer Institute [CA047988]
  167. Donald W. Reynolds Foundation
  168. Fondation Leducq
  169. [HL120393]
  170. [UL1RR025005]
  171. [M01-RR000052]
  172. [DK081350]
  173. [HG007112]
  174. [R01HL071051]
  175. [R01HL071205]
  176. [R01HL071250]
  177. [R01HL071251]
  178. [R01HL071252]
  179. [R01HL071258]
  180. [R01HL071259]
  181. DIVISION OF EPIDEMIOLOGY AND CLINICAL APPLICATIONS [N01HC085080, N01HC095163, N01HC055222, N01HC095166, N01HC095169, N01HC085086, N01HC095167, N01HC095159, N01HC095161, N01HC085082, N01HC095168, N01HC085083, N01HC085081, N01HC085079, N01HC095165, N01HC095164, N01HC095160, N01HC095162] Funding Source: NIH RePORTER
  182. NATIONAL CANCER INSTITUTE [R01CA047988, UM1CA182913] Funding Source: NIH RePORTER
  183. NATIONAL CENTER FOR ADVANCING TRANSLATIONAL SCIENCES [UL1TR000124, UL1TR000150, UL1TR001079, UL1TR001422] Funding Source: NIH RePORTER
  184. NATIONAL CENTER FOR RESEARCH RESOURCES [UL1RR024156, UL1RR025005, M01RR000052] Funding Source: NIH RePORTER
  185. NATIONAL EYE INSTITUTE [U10EY017337, R01EY014684] Funding Source: NIH RePORTER
  186. NATIONAL HEART, LUNG, AND BLOOD INSTITUTE [R43HL095160, R01HL087641, R01HL088215, R01HL087652, T32HL007208, R01HL071025, R01HL112064, R01HL060944, R01HL059367, R44HL095169, R01HL105756, R01HL093029, RC2HL102419, R01HL071259, R13HL095166, R01HL120393, R01HL043851, R01HL095163, U01HL120393, R21HL095165, R01HL068986, R01HL080467, ZIAHL006175, R01HL080295, U01HL047902, R01HL071051, R01HL084099, R01HL085083, R01HL087700, U01HL047890, R01HL103612, T32HL072757, R01HL071205, U01HL047892, ZIAHL006173, U01HL047889, R43HL095161, R01HL071252, R43HL095169, R01HL060919, R01HL064278, U01HL047887, R01HL058625, U01HL072518, R01HL071258, R01HL117078, R01HL107816, ZIAHL006002, R01HL087698, R01HL059684, R01HL061019, R01HL071251, R01HL071250, U01HL080295, R18HL058625, R01HL086694] Funding Source: NIH RePORTER
  187. NATIONAL HUMAN GENOME RESEARCH INSTITUTE [U01HG004402, R00HG006698, U01HG004729, U54HG003273, R01HG007112] Funding Source: NIH RePORTER
  188. NATIONAL INSTITUTE OF DIABETES AND DIGESTIVE AND KIDNEY DISEASES [R56DK062370, K99DK081350, P30DK063491, R01DK093757, P60DK020541, U01DK062370, P30DK020572, R01DK079888, R01DK062370, R01DK089256, R01DK075681, R01DK072193, P30DK079626, K24DK080140, P30DK020541, K23DK065978, R01DK078616, R00DK081350, U01DK078616] Funding Source: NIH RePORTER
  189. NATIONAL INSTITUTE ON AGING [R01AG032098, ZIAAG007390, N01AG062106, R01AG023629, N01AG062103, ZIAAG000949, Z01AG000949, N01AG062101, N01AG012100, Z01AG007390, R56AG023629] Funding Source: NIH RePORTER
  190. MRC [G0700931, MC_UU_12015/1, MC_UU_12015/5, MC_UP_A100_1003, G0600717, MC_PC_U127561128] Funding Source: UKRI
  191. Medical Research Council [G0600717B, MC_PC_U127561128, MC_UP_A100_1003, G0600717, MC_PC_13048, MC_UU_12015/1, MC_UU_12015/5] Funding Source: researchfish
  192. National Institute for Health Research [NF-SI-0513-10109, NF-SI-0512-10135, NF-SI-0611-10219, NF-SI-0507-10380] Funding Source: researchfish
  193. Chief Scientist Office [CZD/16/6/4] Funding Source: researchfish

向作者/读者索取更多资源

Fasting glucose and insulin are intermediate traits for type 2 diabetes. Here we explore the role of coding variation on these traits by analysis of variants on the HumanExome BeadChip in 60,564 non-diabetic individuals and in 16,491 T2D cases and 81,877 controls. We identify a novel association of a low-frequency nonsynonymous SNV in GLP1R (A316T; rs10305492; MAF = 1.4%) with lower FG (beta = -0.09 +/- 0.01 mmol l(-1), P = 3.4 x 10(-12)), T2D risk (OR[95% CI] = 0.86[0.76-0.96], P = 0.010), early insulin secretion (beta = -0.07 +/- 0.035 pmol(insulin) mmol(glucose)(-1), P = 0.048), but higher 2-h glucose (beta = 0.16 +/- 0.05 mmol l(-1), P = 4.3 x 10(-4)). We identify a gene-based association with FG at G6PC2 (p(SKAT) = 6.8 x 10(-6)) driven by four rare protein-coding SNVs (H177Y, Y207S, R283X and S324P). We identify rs651007 (MAF = 20%) in the first intron of ABO at the putative promoter of an antisense lncRNA, associating with higher FG (beta = 0.02 +/- 0.004 mmol l(-1), P = 1.3 x 10(-8)). Our approach identifies novel coding variant associations and extends the allelic spectrum of variation underlying diabetes-related quantitative traits and T2D susceptibility.

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