4.7 Article

Low-frequency and common genetic variation in ischemic stroke The METASTROKE collaboration

Journal

NEUROLOGY
Volume 86, Issue 13, Pages 1217-1226

Publisher

LIPPINCOTT WILLIAMS & WILKINS
DOI: 10.1212/WNL.0000000000002528

Keywords

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Funding

  1. Australian National and Medical Health Research Council (NHMRC) [569257]
  2. Australian National Heart Foundation (NHF) [G 04S 1623]
  3. University of Newcastle
  4. Gladys M. Brawn Fellowship scheme
  5. Vincent Fairfax Family Foundation in Australia
  6. National Stroke Foundation of Australia [100071]
  7. Senior Fellowship from the Department of Health (UK)
  8. UK-India Education Research Institutive (UKIERI) from the British Council
  9. NIH Genes
  10. Environment and Health Initiative (GEI) [U01 HG004436]
  11. GENEVA consortium under GEI
  12. Mid-Atlantic Nutrition and Obesity Research Center [P30 DK072488]
  13. Office of Research and Development, Medical Research Service
  14. Baltimore Geriatrics Research, Education, and Clinical Center of the Department of Veterans Affairs
  15. Johns Hopkins University Center for Inherited Disease Research (CIDR)
  16. NIH [HHSN268200782096C]
  17. GENEVA Coordinating Center [U01 HG 004446]
  18. Division of Adult and Community Health
  19. Centers for Disease Control and Prevention
  20. NINDS
  21. NIH Office of Research on Women's Health [R01 NS45012, U01 NS06920801]
  22. Heart Protection Study (HPS) [ISRCTN48489393]
  23. UK Medical Research Council (MRC)
  24. British Heart Foundation, Merck and Co.
  25. Roche Vitamins Ltd
  26. Merck and Co
  27. British Heart Foundation [FS/14/55/30806]
  28. NIH-NINDS Human Genetics Resource Center DNA and Cell Line Repository
  29. Intramural Research Program of the NIA, NIH [Z01 AG-000015-50, Z01 AG-000954-06]
  30. NIH-NINDS grant [R01 NS-42733, R01 NS39987]
  31. NINDS [U01 NS069208]
  32. American Heart Association/Bugher Foundation Centers for Stroke Prevention Research [0775010N]
  33. NIH and NHLBI's STAMPEED genomics research program [R01 HL087676]
  34. National Center for Research Resources
  35. National Center for Research resources [U54 RR020278]
  36. Italian Ministry of Health [RC 2007/LR6, RC 2008/LR6, RC 2009/LR8, RC 2010/LR8, FP6 LSHM-CT2007- 037273]
  37. Wellcome Trust
  38. Wellcome Trust Case Control Consortium 2 project [085475/B/08/Z, 085475/Z/08/Z, WT084724MA]
  39. MRC
  40. Dunhill Medical Trust
  41. National Institute of Health Research (NIHR)
  42. NIHR Biomedical Research Centre, Oxford
  43. Binks Trust
  44. Scottish Funding Council Brain Imaging Research Centre
  45. Division of Clinical Neurosciences
  46. University of Edinburgh
  47. Wellcome Trust Clinical Research Facility
  48. SINAPSE (Scottish Imaging Network-A Platform for Scientific Excellence)
  49. Scottish Funding Council and the Chief Scientist Office
  50. Vascular Dementia Research Foundation
  51. BHF Centre of Research Excellence in Oxford
  52. Wellcome Trust core award [090532/Z/09/Z]
  53. Department of Neurology
  54. University Hospital Leuven
  55. Fundamental Clinical Investigatorships from FWO
  56. Swedish Research Council [K2007-61X-20378-01-3, K2010-61X-20378-04-3]
  57. Swedish Heart and Lung Foundation
  58. Skane University Hospital, Region Skane
  59. Freemasons Lodge of Instruction EOS in Lund, King Gustaf V and Queen Victoria's Foundation
  60. Lund University
  61. Swedish Stroke Association
  62. German Federal Ministry of Education and Research [01GI9909/3]
  63. Institute of Epidemiology and Social Medicine University of Muenster
  64. German Migraine and Headache Society (DMKG)
  65. Almirall
  66. Astra Zeneca
  67. Berlin Chemie
  68. Boehringer
  69. Boots Health Care
  70. Glaxo-Smith-Kline
  71. Janssen Cilag
  72. McNeil Pharma
  73. MSD Sharp Dohme
  74. Jagiellonian University, Krakow, Poland [K/ZDS/002848]
  75. United States National Human Genome Research Institute (NHGRI) [U01 HG005160]
  76. NIHU [01 HG005157]
  77. investigator-initiated research [NS34447]
  78. United States Public Health Service
  79. Bethesda
  80. Maryland
  81. United States National Center for Biotechnology Information
  82. US National Library of Medicine
  83. WHI-GARNET through NHGRI GARNET [U01 HG005152]
  84. GARNET Coordinating Center [U01 HG005157]
  85. NIH Genes, Environment, and Health Initiative [GEI
  86. U01 HG004424]
  87. National Institute of Neurological Disorders and Stroke (NINDS) [U01 NS069208]
  88. Johns Hopkins University [HHSN268200782096C]
  89. German Federal Ministry of Education and Research (BMBF)
  90. FP7 European Union project
  91. DFG as part of the CRC [1123 (B3)]
  92. Corona Foundation
  93. Fondation Leducq (Transatlantic Network of Excellence on the Pathogenesis of Small Vessel Disease of the Brain)
  94. Stroke Association
  95. [PTDC/SAU-GMG/64426/2006]
  96. British Heart Foundation [FS/14/55/30806] Funding Source: researchfish
  97. National Institute for Health Research [NF-SI-0512-10019] Funding Source: researchfish
  98. Fundação para a Ciência e a Tecnologia [PTDC/SAU-GMG/64426/2006] Funding Source: FCT

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Objective: To investigate the influence of common and low-frequency genetic variants on the risk of ischemic stroke (all IS) and etiologic stroke subtypes. Methods: We meta-analyzed 12 individual genome-wide association studies comprising 10,307 cases and 19,326 controls imputed to the 1000 Genomes (1 KG) phase I reference panel. We selected variants showing the highest degree of association (p < 1E-5) in the discovery phase for replication in Caucasian (13,435 cases and 29,269 controls) and South Asian (2,385 cases and 5,193 controls) samples followed by a transethnic meta-analysis. We further investigated the p value distribution for different bins of allele frequencies for all IS and stroke subtypes. Results: We showed genome-wide significance for 4 loci: ABO for all IS, HDAC9 for large vessel disease (LVD), and both PITX2 and ZFHX3 for cardioembolic stroke (CE). We further refined the association peaks for ABO and PITX2. Analyzing different allele frequency bins, we showed significant enrichment in low-frequency variants (allele frequency <5%) for both LVD and small vessel disease, and an enrichment of higher frequency variants (allele frequency 10% and 30%) for CE (all p < 1E-5). Conclusions: Our findings suggest that the missing heritability in IS subtypes can in part be attributed to low-frequency and rare variants. Larger sample sizes are needed to identify the variants associated with all IS and stroke subtypes.

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