4.2 Article

Meta-analysis of Genome-Wide Association Studies for Extraversion: Findings from the Genetics of Personality Consortium

期刊

BEHAVIOR GENETICS
卷 46, 期 2, 页码 170-182

出版社

SPRINGER
DOI: 10.1007/s10519-015-9735-5

关键词

Personality; Phenotype harmonization; Common genetic variants; Imputation; Polygenic risk

资金

  1. Netherlands Organization for Scientific Research [NWO 480-05-003]
  2. UK Medical Research Council [74882]
  3. Wellcome Trust [076467]
  4. University of Bristol
  5. 23andMe
  6. Intramural Research Program of the NIH, National Institute on Aging
  7. Italian Ministry of Health (RC) [RF2007 Conv. 42]
  8. Regione Lombardia [ID: 17387 SAL-13]
  9. NIH [DA007255, HG006265, DA02812, DA021336, DA024845, HHSN268200782096C, T32 MH016880]
  10. Bioinformatics Research Development Fund
  11. NIH Genes, Environment and Health Initiative [GEI] [U01 HG004422]
  12. Gene Environment Association Studies (GENEVA) under GEI
  13. NIH GEI [U01HG004438]
  14. National Institute on Alcohol Abuse and Alcoholism
  15. National Institute on Drug Abuse
  16. NIH from National Institute on Alcohol Abuse and Alcoholism (NIAAA) [U10AA008401]
  17. National Institute on Drug Abuse (NIDA)
  18. NIH from National Cancer Institute [P01 CA089392]
  19. NIDA [HHSN271200477451C]
  20. FP7 Grants [201413 ENGAGE, 212111 BBMRI, ECOGENE (205419)]
  21. OpenGENE
  22. Estonian Government [SF0180142s08]
  23. EU via European Regional Development Fund
  24. Estonian Ministry of Science and Education [SF0180029s08]
  25. European Commission FP6 STRP Grant [018947 (LSHG-CT-2006-01947)]
  26. European Community [HEALTH-F4-2007-201413, QLG2-CT-2002-01254]
  27. ENGAGE consortium
  28. CMSB
  29. Netherlands Organisation for Scientific Research
  30. Russian Foundation for Basic Research (NWO-RFBR) [047.017.043]
  31. ZonMw Grant [91111025]
  32. Academy of Finland Center of Excellence in Complex Disease Genetics [213506, 129680]
  33. Academy of Finland [100499, 205585, 118555, 141054, 257075]
  34. Global Research Awards for Nicotine Dependence (GRAND)
  35. ENGAGE (European Network for Genetic and Genomic Epidemiology [FP7-HEALTH-F4-2007, 201413]
  36. Academy of Finland
  37. Finnish Diabetes Research Society
  38. Folkhalsan Research Foundation
  39. Novo Nordisk Foundation
  40. Finska Lakaresallskapet
  41. Signe and Ane Gyllenberg Foundation
  42. University of Helsinki
  43. Ministry of Education
  44. Ahokas Foundation
  45. Emil Aaltonen Foundation
  46. Medical Research Council (UK)
  47. European Commission [LSHG-CT2006-018947]
  48. Republic of Croatia Ministry of Science, Education and Sports [108-1080315-0302]
  49. Research Into Ageing
  50. Age UK (The Disconnected Mind)
  51. Biotechnology and Biological Sciences Research Council (BBSRC)
  52. Medical Research Council (MRC)
  53. Wellcome Trust Strategic Award [104036/Z/14/Z]
  54. National Institutes of Health [R37DA005147, R01AA009367, R01AA011886, R01DA013240, R01MH066140, U01DA024417]
  55. NIMH Schizophrenia Genetics Initiative [MH46276, MH46289, MH46318]
  56. Netherlands Organization for Scientific Research (Geestkracht program) [10-000-1002]
  57. Center for Medical Systems Biology (CMSB, NWO Genomics)
  58. Biobanking and Biomolecular Resources Research Infrastructure (BBMRI-NL)
  59. VU University's EMGO Institute for Health and Care Research
  60. Neuroscience Campus Amsterdam
  61. US National Institute of Mental Health as part of the American Recovery and Reinvestment Act [RC2MH089951]
  62. NWO-VIDI [91811602]
  63. Netherlands Organization for Scientific Research (NWO) [575-25-006, 480-04-004, 904-61-090, 904-61-193, 400-05-717, Spinozapremie SPI 56-464-14192]
  64. European Research Council [ERC-230374]
  65. NWO VENI [016-115-035]
  66. Genetic Association Information Network (GAIN) of the Foundation for the US National Institutes of Health
  67. Genetic Association Information Network
  68. NIMH [MH081802]
  69. Chief Scientist Office of the Scottish Government
  70. Royal Society
  71. MRC Human Genetics Unit
  72. Arthritis Research UK
  73. European Union [LSHG-CT-2006-018947]
  74. Australian Research Council [A79600334, A79906588, A79801419, DP0212016, DP0343921, DP0664638, DP1093900]
  75. Beyond Blue and the Borderline Personality Disorder Research Foundation
  76. NIH Grants [DA12854, AA07728, AA07580, AA11998, AA13320, AA13321, MH66206]
  77. Australian National Health and Medical Research Council
  78. National Health and Medical Research Council (Medical Bioinformatics Genomics Proteomics Program) [389891]
  79. National Health and Medical Research Council
  80. NIH, National Institute on Aging
  81. National Institute on Aging, NIH [NO1-AG-1-2109]
  82. Federal Ministry of Education and Research [01ZZ9603, 01ZZ0103, 01ZZ0403]
  83. Ministry of Cultural Affairs
  84. Social Ministry of the Federal State of Mecklenburg-West Pomerania
  85. Federal Ministry of Education and Research Grant [03ZIK012]
  86. Siemens Healthcare, Erlangen, Germany
  87. Federal State of Mecklenburg-West Pomerania
  88. German Research Foundation [DFG: GR 1912/5-1]
  89. Ministry for Higher Education
  90. Swedish Research Council [M-2005-1112, 2009-2298]
  91. GenomEUtwin [QLG2-CT-2002-01254, EU/QLRT-2001-01254]
  92. NIH Grant [DK U01-066134]
  93. Swedish Foundation for Strategic Research (SSF) [ICA08-0047]
  94. Swedish Heart-Lung Foundation
  95. Royal Swedish Academy of Science
  96. ENGAGE within European Union [HEALTH-F4-2007-201413]
  97. Republic of Croatia Ministry of Science, Education and Sports research Grant [108-1080315-0302]
  98. Academy of Finland Grants [126925, 121584, 124282, 129378, 117787, 41071, 265869]
  99. Social Insurance Institution of Finland, Kuopio
  100. Tampere and Turku University Hospital Medical Funds [9N035]
  101. Juho Vainio Foundation
  102. Paavo Nurmi Foundation
  103. Finnish Foundation of Cardiovascular Research
  104. Finnish Cultural Foundation
  105. Tampere Tuberculosis Foundation
  106. Scottish Executive Health Department, Chief Scientist Office [CZD/16/6]
  107. Medical Research Council UK
  108. [AA-12502]
  109. [AA-00145]
  110. [AA-09203]
  111. [AA15416]
  112. [K02AA018755]
  113. [MH67257]
  114. [MH59588]
  115. [MH59571]
  116. [MH59565]
  117. [MH59587]
  118. [MH60870]
  119. [MH60879]
  120. [MH59566]
  121. [MH59586]
  122. [MH61675]
  123. [MH79469]
  124. [MH79470]
  125. [DA019951]
  126. Academy of Finland (AKA) [121584, 129378, 117787, 124282, 265869, 126925, 124282, 117787, 129378, 121584, 265869, 126925] Funding Source: Academy of Finland (AKA)
  127. Biotechnology and Biological Sciences Research Council [BB/F019394/1] Funding Source: researchfish
  128. Chief Scientist Office [CZB/4/710, ETM/55, CZD/16/6/4, CZB/4/505] Funding Source: researchfish
  129. Medical Research Council [MC_UU_12013/4, MC_UU_12013/1, MR/K026992/1, MC_PC_U127561128, MC_PC_15018, MC_UU_12013/3] Funding Source: researchfish
  130. Swedish Foundation for Strategic Research (SSF) [ICA08-0047] Funding Source: Swedish Foundation for Strategic Research (SSF)
  131. BBSRC [BB/F019394/1] Funding Source: UKRI
  132. MRC [MC_UU_12013/4, MC_UU_12013/1, MC_PC_U127561128, MC_UU_12013/3] Funding Source: UKRI

向作者/读者索取更多资源

Extraversion is a relatively stable and heritable personality trait associated with numerous psychosocial, lifestyle and health outcomes. Despite its substantial heritability, no genetic variants have been detected in previous genome-wide association (GWA) studies, which may be due to relatively small sample sizes of those studies. Here, we report on a large meta-analysis of GWA studies for extraversion in 63,030 subjects in 29 cohorts. Extraversion item data from multiple personality inventories were harmonized across inventories and cohorts. No genome-wide significant associations were found at the single nucleotide polymorphism (SNP) level but there was one significant hit at the gene level for a long non-coding RNA site (LOC101928162). Genome-wide complex trait analysis in two large cohorts showed that the additive variance explained by common SNPs was not significantly different from zero, but polygenic risk scores, weighted using linkage information, significantly predicted extraversion scores in an independent cohort. These results show that extraversion is a highly polygenic personality trait, with an architecture possibly different from other complex human traits, including other personality traits. Future studies are required to further determine which genetic variants, by what modes of gene action, constitute the heritable nature of extraversion.

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