4.7 Article

Genome-wide Association for Major Depression Through Age at Onset Stratification: Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium

Journal

BIOLOGICAL PSYCHIATRY
Volume 81, Issue 4, Pages 325-335

Publisher

ELSEVIER SCIENCE INC
DOI: 10.1016/j.biopsych.2016.05.010

Keywords

Age at onset; GWAS; Heterogeneity; Major depressive disorder; Polygenic scoring; Stratification

Funding

  1. National Institute of Mental Health (NIMH) [MH085520, MH080403]
  2. SURFsara
  3. Netherlands Scientific Organization [NWO 480-05-003]
  4. department of Psychology
  5. Dutch Brain Foundation
  6. German Federal Ministry of Education and Research (BMBF) through the Integrated Genome Research Network Systematic Investigation of the Molecular Causes of Major Mood Disorders and Schizophrenia [01GS08144, 01GS08147]
  7. National Genome Research Network plus, and through the Integrated Network Integrated Understanding of Causes and Mechanisms in Mental Disorders
  8. e:Med Programme [01ZX1314A, 01ZX1314G]
  9. German Research Foundation (DFG) [FOR2107, RI908/11-1, NO246/10-1]
  10. NIMH R01 [MH061686, MH059542, MH075131, MH059552, MH059541, MH060912]
  11. BMBF Program Molecular Diagnostics: Validation of Biomarkers for Diagnosis and Outcome in Major Depression [01ES0811]
  12. Bavarian Ministry of Commerce
  13. BMBF in the framework of the National Genome Research [NGFN2, NGFN-Plus, FKZ 01GS0481, 01GS08145]
  14. Netherlands Organization for Scientific Research (MagW/ZonMW) [904-61-090, 985-10-002, 904-61-193, 480-04004, 400-05-717, 912-100-20]
  15. Spinozapremie [56-464-14192]
  16. Geestkracht program [10-000-1002]
  17. Center for Medical Systems Biology (NWO Genomics)
  18. Biobanking and Biomolecular Resources Research Infrastructure
  19. Vrije Universiteit's Institutes for Health and Care Research and Neuroscience Campus Amsterdam
  20. BIC/BioAssist/RK [2008.024]
  21. European Science Foundation [EU/QLRT-200101254]
  22. European Community's Seventh Framework Program [FP7/2007-2013]
  23. ENGAGE [HEALTH-F4-2007-201413]
  24. European Science Council [ERC 230374]
  25. GAIN of the Foundation for the US National Institutes of Health
  26. GAIN
  27. NIMH [MH081802, MH072802, N01MH90003]
  28. Australian National Health and Medical Research Council [241944, 339462, 389927, 389875, 389891, 389892, 389938, 442915, 442981, 496675, 496739, 552485, 552498, 613602, 613608, 613674, 619667]
  29. Australian Research Council [FT0991360, FT0991022]
  30. FP-5 GenomEUtwin Project [QLG2-CT-2002-01254]
  31. US National Institutes of Health [AA07535, AA10248, AA13320, AA13321, AA13326, AA14041, MH66206, DA12854, DA019951, U01 DK066134]
  32. Center for Inherited Disease Research (Baltimore, MD)
  33. UK Medical Research Council and GlaxoSmithKline [G0701420]
  34. National Institute for Health Research Specialist Biomedical Research Centre for Mental Health at the South London
  35. Maudsley National Health Service Foundation Trust
  36. Institute of Psychiatry, King's College London
  37. UK Medical Research Council [G0000647]
  38. Marie Curie Industry-Academia Partnership and Pathways [286213]
  39. European Commission Framework 6 grant (EC) [LSHB-CT2003- 503428]
  40. GlaxoSmithKline
  41. Faculty of Biology and Medicine of Lausanne
  42. Swiss National Science Foundation [3200B0-105993, 3200B0-118308, 33CSCO-122661, 33CS30-139468, 33CS30-148401]
  43. GlaxoSmithKline Clinical Genetics
  44. Federal Ministry of Education and Research [01ZZ9603, 01ZZ0103, 01ZZ0403, 03ZIK012]
  45. Ministry of Cultural Affairs
  46. Social Ministry of the Federal State of Mecklenburg-West Pomerania
  47. Siemens Healthcare, Erlangen, Germany
  48. DFG [GR 1912/5-1, FOR 2107, DA1151/5-1]
  49. Swedish Ministry for Higher Education
  50. Swedish Research Council [M-2005-1112]
  51. GenomEUtwin [QLG2-CT-2002-01254, EU/QLRT2001-01254]
  52. Swedish Foundation for Strategic Research
  53. Danish Strategic Research Council
  54. Stanley Research Foundation
  55. European Union [N Health-F2-2008-222963]
  56. Innovative Medizinische Forschung of the Medical Faculty of Munster [DA120903, DA111107, DA211012]
  57. Wellcome Trust Strategic Award Stratifying Resilience and Depression Longitudinally [104036/Z/14/Z]
  58. Chief Scientist Office of the Scottish Government Health Directorates [CZD/16/6]
  59. Scottish Funding Council [HR03006]
  60. Broad Institute Center for Genotyping and Analysis [U54 RR020278]
  61. NIMH
  62. National Alliance for Research on Schizophrenia and Depression
  63. BBSRC
  64. MRC
  65. German Federal Ministry of Education and Research
  66. European Union (FP 7)
  67. Interdisciplinary Center for Clinical Research Munster
  68. National Health and Medical Research Council Australia
  69. MRC-BBSRC, Centre for Cognitive Ageing and Cognitive Epidemiology, part of the cross council Lifelong Health and Wellbeing Initiative [MR/K026992/1]
  70. German Research Foundation
  71. Federal Ministry of Education
  72. Research Germany and speakers honoraria from Eli Lilly and Servier
  73. Medical Research Council (MRC)
  74. Biotechnology and Biological Sciences Research Council (BBSRC)
  75. NRS Career Fellowship - Chief Scientist Office
  76. Scottish Funding Council Senior Clinical Fellowship
  77. Dame Theresa and Mortimer Sackler Foundation
  78. Netherlands Organization for Scientific Research [NOW VENI 916-76-125]
  79. National Institute of Mental Health (NIMH) [MH085520, MH080403]
  80. SURFsara
  81. Netherlands Scientific Organization [NWO 480-05-003]
  82. department of Psychology
  83. Dutch Brain Foundation
  84. German Federal Ministry of Education and Research (BMBF) through the Integrated Genome Research Network Systematic Investigation of the Molecular Causes of Major Mood Disorders and Schizophrenia [01GS08144, 01GS08147]
  85. National Genome Research Network plus, and through the Integrated Network Integrated Understanding of Causes and Mechanisms in Mental Disorders
  86. e:Med Programme [01ZX1314A, 01ZX1314G]
  87. German Research Foundation (DFG) [FOR2107, RI908/11-1, NO246/10-1]
  88. NIMH R01 [MH061686, MH059542, MH075131, MH059552, MH059541, MH060912]
  89. BMBF Program Molecular Diagnostics: Validation of Biomarkers for Diagnosis and Outcome in Major Depression [01ES0811]
  90. Bavarian Ministry of Commerce
  91. BMBF in the framework of the National Genome Research [NGFN2, NGFN-Plus, FKZ 01GS0481, 01GS08145]
  92. Netherlands Organization for Scientific Research (MagW/ZonMW) [904-61-090, 985-10-002, 904-61-193, 480-04004, 400-05-717, 912-100-20]
  93. Spinozapremie [56-464-14192]
  94. Geestkracht program [10-000-1002]
  95. Center for Medical Systems Biology (NWO Genomics)
  96. Biobanking and Biomolecular Resources Research Infrastructure
  97. Vrije Universiteit's Institutes for Health and Care Research and Neuroscience Campus Amsterdam
  98. BIC/BioAssist/RK [2008.024]
  99. European Science Foundation [EU/QLRT-200101254]
  100. European Community's Seventh Framework Program [FP7/2007-2013]
  101. ENGAGE [HEALTH-F4-2007-201413]
  102. European Science Council [ERC 230374]
  103. GAIN of the Foundation for the US National Institutes of Health
  104. GAIN
  105. NIMH [MH081802, MH072802, N01MH90003]
  106. Australian National Health and Medical Research Council [241944, 339462, 389927, 389875, 389891, 389892, 389938, 442915, 442981, 496675, 496739, 552485, 552498, 613602, 613608, 613674, 619667]
  107. Australian Research Council [FT0991360, FT0991022]
  108. FP-5 GenomEUtwin Project [QLG2-CT-2002-01254]
  109. US National Institutes of Health [AA07535, AA10248, AA13320, AA13321, AA13326, AA14041, MH66206, DA12854, DA019951, U01 DK066134]
  110. Center for Inherited Disease Research (Baltimore, MD)
  111. UK Medical Research Council and GlaxoSmithKline [G0701420]
  112. National Institute for Health Research Specialist Biomedical Research Centre for Mental Health at the South London
  113. Maudsley National Health Service Foundation Trust
  114. Institute of Psychiatry, King's College London
  115. UK Medical Research Council [G0000647]
  116. Marie Curie Industry-Academia Partnership and Pathways [286213]
  117. European Commission Framework 6 grant (EC) [LSHB-CT2003- 503428]
  118. GlaxoSmithKline
  119. Faculty of Biology and Medicine of Lausanne
  120. Swiss National Science Foundation [3200B0-105993, 3200B0-118308, 33CSCO-122661, 33CS30-139468, 33CS30-148401]
  121. GlaxoSmithKline Clinical Genetics
  122. Federal Ministry of Education and Research [01ZZ9603, 01ZZ0103, 01ZZ0403, 03ZIK012]
  123. Ministry of Cultural Affairs
  124. Social Ministry of the Federal State of Mecklenburg-West Pomerania
  125. Siemens Healthcare, Erlangen, Germany
  126. DFG [GR 1912/5-1, FOR 2107, DA1151/5-1]
  127. Swedish Ministry for Higher Education
  128. Swedish Research Council [M-2005-1112]
  129. GenomEUtwin [QLG2-CT-2002-01254, EU/QLRT2001-01254]
  130. Swedish Foundation for Strategic Research
  131. Danish Strategic Research Council
  132. Stanley Research Foundation
  133. European Union [N Health-F2-2008-222963]
  134. Innovative Medizinische Forschung of the Medical Faculty of Munster [DA120903, DA111107, DA211012]
  135. Wellcome Trust Strategic Award Stratifying Resilience and Depression Longitudinally [104036/Z/14/Z]
  136. Chief Scientist Office of the Scottish Government Health Directorates [CZD/16/6]
  137. Scottish Funding Council [HR03006]
  138. Broad Institute Center for Genotyping and Analysis [U54 RR020278]
  139. NIMH
  140. National Alliance for Research on Schizophrenia and Depression
  141. BBSRC
  142. MRC
  143. German Federal Ministry of Education and Research
  144. European Union (FP 7)
  145. Interdisciplinary Center for Clinical Research Munster
  146. National Health and Medical Research Council Australia
  147. MRC-BBSRC, Centre for Cognitive Ageing and Cognitive Epidemiology, part of the cross council Lifelong Health and Wellbeing Initiative [MR/K026992/1]
  148. German Research Foundation
  149. Federal Ministry of Education
  150. Research Germany and speakers honoraria from Eli Lilly and Servier
  151. Medical Research Council (MRC)
  152. Biotechnology and Biological Sciences Research Council (BBSRC)
  153. NRS Career Fellowship - Chief Scientist Office
  154. Scottish Funding Council Senior Clinical Fellowship
  155. Dame Theresa and Mortimer Sackler Foundation
  156. Netherlands Organization for Scientific Research [NOW VENI 916-76-125]
  157. MRC [MC_PC_U127561128] Funding Source: UKRI
  158. Chief Scientist Office [CZD/16/6/4] Funding Source: researchfish
  159. Lundbeck Foundation [R155-2014-1724] Funding Source: researchfish
  160. Medical Research Council [MC_PC_U127561128, MR/K026992/1, 1292844] Funding Source: researchfish

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BACKGROUND: Major depressive disorder (MDD) is a disabling mood disorder, and despite a known heritable component, a large meta-analysis of genome-wide association studies revealed no replicable genetic risk variants. Given prior evidence of heterogeneity by age at onset in MDD, we tested whether genome-wide significant risk variants for MDD could be identified in cases subdivided by age at onset. METHODS: Discovery case-control genome-wide association studies were performed where cases were stratified using increasing/decreasing age-at-onset cutoffs; significant single nucleotide polymorphisms were tested in nine independent replication samples, giving a total sample of 22,158 cases and 133,749 control subjects for subsetting. Polygenic score analysis was used to examine whether differences in shared genetic risk exists between earlier and adult-onset MDD with commonly comorbid disorders of schizophrenia, bipolar disorder, Alzheimer's disease, and coronary artery disease. RESULTS: We identified one replicated genome-wide significant locus associated with adult-onset (>27 years) MDD (rs7647854, odds ratio: 1.16, 95% confidence interval: 1.11-1.21, p = 5.2 x 10(-11)). Using polygenic score analyses, we show that earlier-onset MDD is genetically more similar to schizophrenia and bipolar disorder than adult-onset MDD. CONCLUSIONS: We demonstrate that using additional phenotype data previously collected by genetic studies to tackle phenotypic heterogeneity in MDD can successfully lead to the discovery of genetic risk factor despite reduced sample size. Furthermore, our results suggest that the genetic susceptibility to MDD differs between adult-and earlier-onset MDD, with earlier-onset cases having a greater genetic overlap with schizophrenia and bipolar disorder.

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