Original Article

Molecular Psychiatry (2009) 14, 774–785; doi:10.1038/mp.2008.135; published online 30 December 2008

Meta-analysis of 32 genome-wide linkage studies of schizophrenia

M Y M Ng1, D F Levinson2, S V Faraone3, B K Suarez4, L E DeLisi5,6, T Arinami7, B Riley8, T Paunio9,10, A E Pulver11,  Irmansyah12, P A Holmans13, M Escamilla14, D B Wildenauer15, N M Williams13, C Laurent16, B J Mowry17, L M Brzustowicz18, M Maziade19, P Sklar20, D L Garver21, G R Abecasis22, B Lerer23, M D Fallin24, H M D Gurling25, P V Gejman26, E Lindholm27, H W Moises28, W Byerley29, E M Wijsman30, P Forabosco1, M T Tsuang31,32, H-G Hwu33, Y Okazaki34, K S Kendler8, B Wormley8, A Fanous35,36, D Walsh37, F A O'Neill38, L Peltonen39,40,41,42, G Nestadt11, V K Lasseter11, K Y Liang43, G M Papadimitriou44, D G Dikeos44, S G Schwab45,46,47, M J Owen13, M C O'Donovan13, N Norton13, E Hare14, H Raventos48, H Nicolini49, M Albus50, W Maier51, V L Nimgaonkar52, L Terenius53, J Mallet54, M Jay55, S Godard56, D Nertney57, M Alexander2, R R Crowe58, J M Silverman59, A S Bassett60, M-A Roy19, C Mérette19, C N Pato61, M T Pato61, J Louw Roos62, Y Kohn23, D Amann-Zalcenstein63, G Kalsi25, A McQuillin25, D Curtis64, J Brynjolfson65, T Sigmundsson65, H Petursson65, A R Sanders26, J Duan26, E Jazin27, M Myles-Worsley66, M Karayiorgou67 and C M Lewis1,68

  1. 1King's College London, Department of Medical and Molecular Genetics, London, UK
  2. 2Department of Psychiatry, Stanford University, Stanford, CA, USA
  3. 3Departments of Psychiatry and of Neuroscience and Physiology, SUNY Upstate Medical University, Syracuse, NY, USA
  4. 4Washington University in St Louis, St Louis, MO, USA
  5. 5Department of Psychiatry, The New York University Langone Medical Center, New York, NY, USA
  6. 6Nathan S Kline Institute for Psychiatric Research, Orangeburg, NY, USA
  7. 7Department of Medical Genetics, University of Tsukuba, Tsukuba, Japan
  8. 8Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA
  9. 9National Public Health Institute, Helsinki, Finland
  10. 10Department of Psychiatry, Helsinki University Central Hospital, Helsinki, Finland
  11. 11Department of Psychiatry & Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
  12. 12Department of Psychiatry, University of Indonesia, Jakarta, Indonesia
  13. 13Department of Psychological Medicine, School of Medicine, Cardiff University, Cardiff, UK
  14. 14University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
  15. 15Center for Clinical Research in Neuropsychiatry, School of Psychiatry and Clinical Neurosciences, University of Western Australia, Perth, WA, Australia
  16. 16Department of Child Psychiatry, Université Pierre et Marie Curie and Hôpital de la Pitiè-Salpêtrière, Paris, France
  17. 17Queensland Centre for Mental Health Research and University of Queensland, Brisbane, QLD, Australia
  18. 18Department of Genetics, Rutgers University, Piscataway, NJ, USA
  19. 19Department of Psychiatry, Laval University & Centre de recherche Université Laval Robert-Giffard, Québec, QC, Canada
  20. 20Center for Human Genetic Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
  21. 21VA Medical Center, Asheville, NC, USA
  22. 22Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI, USA
  23. 23Department of Psychiatry, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
  24. 24Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
  25. 25Department of Mental Health Sciences, University College London, London, UK
  26. 26Center for Psychiatric Genetics, NorthShore University HealthSystem Research Institute and Northwestern University, Evanston, IL, USA
  27. 27Department of Development & Genetics, Uppsala University, Uppsala, Sweden
  28. 28University of Kiel, Kiel, Germany
  29. 29University of California, San Francisco, CA, USA
  30. 30Departments of Medicine and Biostatistics, University of Washington, Seattle, WA, USA
  31. 31Center for Behavioral Genomics and Department of Psychiatry, University of California, San Diego, CA, USA
  32. 32Harvard Institute of Psychiatric Epidemiology & Genetics, Boston, MA, USA
  33. 33National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
  34. 34Tokyo Metropolitan Matsuzawa Hospital, Tokyo, Japan
  35. 35Washington VA Medical Center, Washington, DC, USA
  36. 36Department of Psychiatry, Georgetown University Medical Center, Virginia Commonwealth University, Richmond, VA, USA
  37. 37The Health Research Board, Dublin, Ireland
  38. 38Department of Psychiatry, Queens University, Belfast, Northern Ireland
  39. 39Department of Molecular Medicine, National Public Health Institute, Helsinki, Finland
  40. 40Department of Medical Genetics, University of Helsinki, Helsinki, Finland
  41. 41The Broad Institute, MIT, Boston, MA, USA
  42. 42Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
  43. 43Department of Biostatistics, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
  44. 441st Department of Psychiatry, University of Athens Medical School, and University Mental Health Research Institute, Athens, Greece
  45. 45Western Australian Institute for Medical Research, University of Western Australia, Perth, WA, Australia
  46. 46School of Psychiatry and Clinical Neurosciences, University of Western Australia, Perth, WA, Australia
  47. 47School of Medicine and Pharmacology, University of Western Australia, Perth, WA, Australia
  48. 48School of Biology and CIBCM, University of Costa Rica, San Jose, Costa Rica
  49. 49Carracci Medical Group and Universidad Autonoma de la Ciudad de Mexico, Mexico City, Mexico
  50. 50State Mental Hospital, Haar, Germany
  51. 51Department of Psychiatry, University of Bonn, Bonn, Germany
  52. 52Departments of Psychiatry and Human Genetics, University of Pittsburgh, Pittsburgh, PA, USA
  53. 53Department of Clinical Neuroscience, Karolinska Hospital, Stockholm, Sweden
  54. 54Laboratoire de Génétique Moléculaire de la Neurotransmission et des Processus Neurodégénératifs, Centre National de la Recherche Scientifique, Hôpital de la Pitié Salpêtrière, Paris, France
  55. 55Department of Child Psychiatry, Université Pierre et Marie Curie and Hôpital de la Pitiè-Salpêtrière, Paris, France
  56. 56INSERM, Institut de Myologie, Hôpital de la Pitiè-Salpêtrière, Paris, France
  57. 57Queensland Centre for Mental Health Research and University of Queensland, Brisbane, QLD, Australia
  58. 58Department of Psychiatry, The University of Iowa Carver College of Medicine, Iowa City, IA, USA
  59. 59Department of Psychiatry, Mount Sinai School of Medicine, New York, NY, USA
  60. 60Clinical Genetics Research Program, Centre for Addiction and Mental Health and Department of Psychiatry, University of Toronto, Toronto, ON, Canada
  61. 61Center for Genomic Psychiatry, University of Southern California, Los Angeles, CA, USA
  62. 62Department of Psychiatry, University of Pretoria, Weskoppies Hospital, Pretoria, Republic of South Africa
  63. 63Department of Molecular Genetics, Weizmann Institute of Science, Rehovot, Israel
  64. 64Department of Psychological Medicine, St Bartholomew's and Royal London School of Medicine and Dentistry, London, UK
  65. 65Department of Psychiatry, General Hospital, Reykjavik, Iceland
  66. 66Department of Psychiatry, SUNY Upstate Medical University, Syracuse, NY, USA
  67. 67Departments of Psychiatry and Genetics & Development, Columbia University Medical Center, New York, NY, USA
  68. 68King's College London, MRC SGDP Centre, Institute of Psychiatry, London, UK

Correspondence: Dr CM Lewis, Department of Medical and Molecular Genetics, King's College London, 8th Floor Tower Wing, Guy's Hospital, Great Maze Pond, London SE1 9RT, UK. E-mail: Cathryn.lewis@kcl.ac.uk

Received 9 October 2008; Accepted 11 November 2008; Published online 30 December 2008.

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Abstract

A genome scan meta-a nalysis (GSMA) was carried out on 32 independent genome-wide linkage scan analyses that included 3255 pedigrees with 7413 genotyped cases affected with schizophrenia (SCZ) or related disorders. The primary GSMA divided the autosomes into 120 bins, rank-ordered the bins within each study according to the most positive linkage result in each bin, summed these ranks (weighted for study size) for each bin across studies and determined the empirical probability of a given summed rank (PSR) by simulation. Suggestive evidence for linkage was observed in two single bins, on chromosomes 5q (142–168 Mb) and 2q (103–134 Mb). Genome-wide evidence for linkage was detected on chromosome 2q (119–152 Mb) when bin boundaries were shifted to the middle of the previous bins. The primary analysis met empirical criteria for 'aggregate' genome-wide significance, indicating that some or all of 10 bins are likely to contain loci linked to SCZ, including regions of chromosomes 1, 2q, 3q, 4q, 5q, 8p and 10q. In a secondary analysis of 22 studies of European-ancestry samples, suggestive evidence for linkage was observed on chromosome 8p (16–33 Mb). Although the newer genome-wide association methodology has greater power to detect weak associations to single common DNA sequence variants, linkage analysis can detect diverse genetic effects that segregate in families, including multiple rare variants within one locus or several weakly associated loci in the same region. Therefore, the regions supported by this meta-analysis deserve close attention in future studies.

Keywords:

genome, human, humans, schizophrenia/genetics, genetic predisposition to disease, linkage (genetics), meta-analysis

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