Abstract
We examined the role of common genetic variation in schizophrenia in a genome-wide association study of substantial size: a stage 1 discovery sample of 21,856 individuals of European ancestry and a stage 2 replication sample of 29,839 independent subjects. The combined stage 1 and 2 analysis yielded genome-wide significant associations with schizophrenia for seven loci, five of which are new (1p21.3, 2q32.3, 8p23.2, 8q21.3 and 10q24.32-q24.33) and two of which have been previously implicated (6p21.32-p22.1 and 18q21.2). The strongest new finding (P = 1.6 × 10−11) was with rs1625579 within an intron of a putative primary transcript for MIR137 (microRNA 137), a known regulator of neuronal development. Four other schizophrenia loci achieving genome-wide significance contain predicted targets of MIR137, suggesting MIR137-mediated dysregulation as a previously unknown etiologic mechanism in schizophrenia. In a joint analysis with a bipolar disorder sample (16,374 affected individuals and 14,044 controls), three loci reached genome-wide significance: CACNA1C (rs4765905, P = 7.0 × 10−9), ANK3 (rs10994359, P = 2.5 × 10−8) and the ITIH3-ITIH4 region (rs2239547, P = 7.8 × 10−9).
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References
- 1.
Altshuler, D.M. et al. Integrating common and rare genetic variation in diverse human populations. Nature 467, 52–58 (2010).
- 2.
Barrett, J.C. et al. Genome-wide association defines more than 30 distinct susceptibility loci for Crohn's disease. Nat. Genet. 40, 955–962 (2008).
- 3.
Lango Allen, H. et al. Hundreds of variants clustered in genomic loci and biological pathways affect human height. Nature 467, 832–838 (2010).
- 4.
Purcell, S.M. et al. Common polygenic variation contributes to risk of schizophrenia and bipolar disorder. Nature 460, 748–752 (2009).
- 5.
Price, A.L. et al. Discerning the ancestry of European Americans in genetic association studies. PLoS Genet. 4, e236 (2008).
- 6.
Devlin, B. & Roeder, K. Genomic control for association studies. Biometrics 55, 997–1004 (1999).
- 7.
Dudbridge, F. & Gusnanto, A. Estimation of significance thresholds for genomewide association scans. Genet. Epidemiol. 32, 227–234 (2008).
- 8.
Stefansson, H. et al. Common variants conferring risk of schizophrenia. Nature 460, 744–747 (2009).
- 9.
Shi, J. et al. Common variants on chromosome 6p22.1 are associated with schizophrenia. Nature 460, 753–757 (2009).
- 10.
Ferreira, M.A. et al. Collaborative genome-wide association analysis supports a role for ANK3 and CACNA1C in bipolar disorder. Nat. Genet. 40, 1056–1058 (2008).
- 11.
Green, E.K. et al. The bipolar disorder risk allele at CACNA1C also confers risk of recurrent major depression and of schizophrenia. Mol. Psychiatry 15, 1016–1022 (2010).
- 12.
Ruderfer, D.M. et al. A family-based study of common polygenic variation and risk of schizophrenia. Mol. Psychiatry published online, doi:10.1038/mp.2011.34 (12 April 2011).
- 13.
Bemis, L.T. et al. MicroRNA-137 targets microphthalmia-associated transcription factor in melanoma cell lines. Cancer Res. 68, 1362–1368 (2008).
- 14.
Srikantan, V. et al. PCGEM1, a prostate-specific gene, is overexpressed in prostate cancer. Proc. Natl. Acad. Sci. USA 97, 12216–12221 (2000).
- 15.
Szulwach, K.E. et al. Cross talk between microRNA and epigenetic regulation in adult neurogenesis. J. Cell Biol. 189, 127–141 (2010).
- 16.
Silber, J. et al. miR-124 and miR-137 inhibit proliferation of glioblastoma multiforme cells and induce differentiation of brain tumor stem cells. BMC Med. 6, 14 (2008).
- 17.
Smrt, R.D. et al. MicroRNA miR-137 regulates neuronal maturation by targeting ubiquitin ligase mind bomb-1. Stem Cells 28, 1060–1070 (2010).
- 18.
Potkin, S.G. et al. Identifying gene regulatory networks in schizophrenia. Neuroimage 53, 839–847 (2010).
- 19.
Lewis, B.P., Burge, C.B. & Bartel, D.P. Conserved seed pairing, often flanked by adenosines, indicates that thousands of human genes are microRNA targets. Cell 120, 15–20 (2005).
- 20.
Krek, A. et al. Combinatorial microRNA target predictions. Nat. Genet. 37, 495–500 (2005).
- 21.
John, B. et al. Human MicroRNA targets. PLoS Biol. 2, e363 (2004).
- 22.
Yang, J. et al. Common SNPs explain a large proportion of the heritability for human height. Nat. Genet. 42, 565–569 (2010).
- 23.
Yang, J. et al. Genomic inflation factors under polygenic inheritance. Eur. J. Hum. Genet. 19, 807–812 (2011).
- 24.
Visscher, P.M., Yang, J. & Goddard, M.E. A commentary on 'common SNPs explain a large proportion of the heritability for human height' by Yang et al. (2010). Twin Res. Hum. Genet. 13, 517–524 (2010).
- 25.
Lee, S.H., Wray, N.R., Goddard, M.E. & Visscher, P.M. Estimating missing heritability for disease from genome-wide association studies. Am. J. Hum. Genet. 88, 294–305 (2011).
- 26.
Speliotes, E.K. et al. Association analyses of 249,796 individuals reveal 18 new loci associated with body mass index. Nat. Genet. 42, 937–948 (2010).
- 27.
Wei, Z. et al. From disease association to risk assessment: an optimistic view from genome-wide association studies on type 1 diabetes. PLoS Genet. 5, e1000678 (2009).
- 28.
Bush, W.S. et al. Evidence for polygenic susceptibility to multiple sclerosis—the shape of things to come. Am. J. Hum. Genet. 86, 621–625 (2010).
- 29.
Lichtenstein, P. et al. Common genetic determinants of schizophrenia and bipolar disorder in Swedish families: a population-based study. Lancet 373, 234–239 (2009).
- 30.
Scott, L.J. et al. Genome-wide association and meta-analysis of bipolar disorder in individuals of European ancestry. Proc. Natl. Acad. Sci. USA 106, 7501–7506 (2009).
- 31.
Browning, S.R. & Browning, B.L. Rapid and accurate haplotype phasing and missing-data inference for whole-genome association studies by use of localized haplotype clustering. Am. J. Hum. Genet. 81, 1084–1097 (2007).
- 32.
Purcell, S., Cherny, S.S. & Sham, P.C. Genetic Power Calculator: design of linkage and association genetic mapping studies of complex traits. Bioinformatics 19, 149–150 (2003).
Acknowledgements
We thank the study participants and the research staff at the many study sites. Over 40 US National Institutes of Health grants and similar numbers of government grants from other countries, along with substantial private and foundation support, enabled this work. We greatly appreciate the sustained efforts of T. Lehner (National Institute of Mental Health) on behalf of the Schizophrenia Psychiatric Genome-Wide Association Study (GWAS) Consortium (PGC). Detailed acknowledgments, including grant support, are listed in the Supplementary Note.
Author information
Author notes
- Maurice Jay
- , Virginia K Lasseter
- & Leena Peltonen
Deceased.
Affiliations
Center for Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts, USA.
- Stephan Ripke
- , Pamela Sklar
- , Lizzy Rossin
- , Douglas M Ruderfer
- , Sarah E Bergen
- & Mark J Daly
Department of Psychiatry and Behavioral Sciences, NorthShore University HealthSystem, Evanston, Illinois, USA.
- Alan R Sanders
- , Jubao Duan
- & Pablo V Gejman
Department of Psychiatry and Behavioral Sciences, University of Chicago, Chicago, Illinois, USA.
- Alan R Sanders
- , Jubao Duan
- & Pablo V Gejman
Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA.
- Kenneth S Kendler
- , Brion S Maher
- , Robert Ribble
- , Brien P Riley
- & Brandon Wormley
Department of Psychiatry, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA.
- Kenneth S Kendler
- , Ayman Fanous
- , Brion S Maher
- , Robert Ribble
- , Brien P Riley
- & Brandon Wormley
Department of Human and Molecular Genetics, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA.
- Kenneth S Kendler
- , Brion S Maher
- , Robert Ribble
- , Brien P Riley
- & Brandon Wormley
Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California, USA.
- Douglas F Levinson
- & Madeline Alexander
Department of Psychiatry, Mount Sinai School of Medicine, New York, New York, USA.
- Pamela Sklar
- & Jeremy M Silverman
Medical Research Council (MRC) Centre for Neuropsychiatric Genetics and Genomics, School of Medicine, Cardiff University, Cardiff, UK.
- Peter A Holmans
- , Nicholas Craddock
- , Sarah Dwyer
- , Lyudmila Georgieva
- , Marian Hamshere
- , George K Kirov
- , Valentina Moskvina
- , Ivan Nikolov
- , Nadine Norton
- , Michael J Owen
- , Hywel J Williams
- , Nigel M Williams
- , Stan Zammit
- & Michael C O'Donovan
Department of Psychological Medicine and Neurology, School of Medicine, Cardiff University, Cardiff, UK.
- Peter A Holmans
- , Nicholas Craddock
- , Sarah Dwyer
- , Lyudmila Georgieva
- , Marian Hamshere
- , George K Kirov
- , Valentina Moskvina
- , Ivan Nikolov
- , Nadine Norton
- , Michael J Owen
- , Hywel J Williams
- , Nigel M Williams
- , Stan Zammit
- & Michael C O'Donovan
Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina, USA.
- Dan-Yu Lin
Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands.
- Roel A Ophoff
- & Eric Strengman
Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands.
- Roel A Ophoff
- & Eric Strengman
University of California at Los Angeles (UCLA) Center for Neurobehavioral Genetics, University of California at Los Angeles, Los Angeles, California, USA.
- Roel A Ophoff
- , Rita M Cantor
- & Nelson B Freimer
Department of Human Genetics, University of California at Los Angeles, Los Angeles, California, USA.
- Roel A Ophoff
- & Rita M Cantor
Psychiatry Section, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
- Ole A Andreassen
- , Ingrid Agartz
- , Srdjan Djurovic
- , Morten Mattingsdal
- & Ingrid Melle
Department of Psychiatry, Oslo University Hospital, Oslo, Norway.
- Ole A Andreassen
- & Ingrid Melle
Broad Institute, Cambridge, Massachusetts, USA.
- Edward Scolnick
- , Shaun Purcell
- & Benjamin M Neale
Department of Genomics, Life and Brain Center, University of Bonn, Bonn, Germany.
- Sven Cichon
- , Manuel Mattheisen
- & Markus M Nöthen
Institute of Neuroscience and Medicine (INM-1), Research Center Juelich, Juelich, Germany.
- Sven Cichon
Institute of Human Genetics, University of Bonn, Bonn, Germany.
- Sven Cichon
- , Manuel Mattheisen
- & Markus M Nöthen
Institute of Medical Sciences, University of Aberdeen, Foresterhill, Aberdeen, UK.
- David St. Clair
Neuropsychiatric Genetics Research Group, Trinity College Dublin, Dublin, Ireland.
- Aiden Corvin
- , Paul Cormican
- , Gary Donohoe
- , Michael Gill
- , Elaine Kenny
- , Derek W Morris
- , Colm T O'Dushlaine
- & Emma M Quinn
Molecular Psychiatry Laboratory, Research Department of Mental Health Sciences, University College London Medical School, Windeyer Institute of Medical Sciences, London, UK.
- Hugh Gurling
- , Nicholas Bass
- , Khalid Choudhury
- , Susmita Datta
- , Robert Krasucki
- , Jacob Lawrence
- , Andrew McQuillin
- , Jonathan Pimm
- & Vinay Puri
Institute of Biological Psychiatry, Mental Health Center (MHC) Sct. Hans, Copenhagen University Hospital, Roskilde, Denmark.
- Thomas Werge
- , Linh Duong
- , Thomas Hansen
- , Andrés Ingason
- , Klaus D Jakobsen
- , Line Olsen
- , Henrik B Rasmussen
- & Johan H Thygesen
Molecular and Clinical Neurobiology, Department of Psychiatry, Ludwig-Maximilians-University, Munich, Germany.
- Dan Rujescu
- , Marion Friedl
- , Ina Giegling
- , Annette M Hartmann
- , Heike Konnerth
- & Bettina Konte
Division of Psychiatry, University of Edinburgh, Royal Edinburgh Hospital, Edinburgh, UK.
- Douglas H R Blackwood
- , Alan W Maclean
- , Pat Malloy
- , Kevin A McGhee
- & Andrew McIntosh
Keck School of Medicine, University of Southern California, Los Angeles, California, USA.
- Carlos N Pato
- & Michele T Pato
Department of Psychiatry, Division of Research, The Zucker Hillside Hospital Division of the North Shore-Long Island Jewish Health System, Glen Oaks, New York, USA.
- Anil K Malhotra
- & Todd Lencz
Center for Psychiatric Neuroscience, The Feinstein Institute for Medical Research, Manhasset, New York, USA.
- Anil K Malhotra
- & Todd Lencz
Department of Psychiatry and Behavioral Science, Albert Einstein College of Medicine of Yeshiva University, New York, New York, USA.
- Anil K Malhotra
- & Todd Lencz
Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK.
- Frank Dudbridge
Queensland Statistical Genetics Laboratory, Queensland Institute of Medical Research, Brisbane, Queensland, Australia.
- Peter M Visscher
Vrije Universiteit (VU), Center for Neurogenomics and Cognitive Research (CNCR), Department of Functional Genomics, Amsterdam, The Netherlands.
- Danielle Posthuma
VU Medical Centre, Department of Medical Genomics, Amsterdam, The Netherlands.
- Danielle Posthuma
Washington Veteran's Affairs Medical Center, Washington, DC, USA.
- Ayman Fanous
- & Richard L Amdur
Department of Psychiatry, Georgetown University School of Medicine, Washington, DC, USA.
- Ayman Fanous
- & Richard L Amdur
deCODE Genetics, Reykjavik, Iceland.
- Hreinn Stefansson
- , Stacy Steinberg
- & Kari Stefansson
Queensland Brain Institute, University of Queensland, Brisbane, Queensland, Australia.
- Bryan J Mowry
- , John J McGrath
- & Deborah A Nertney
Queensland Centre for Mental Health Research, University of Queensland, Brisbane, Queensland, Australia.
- Bryan J Mowry
- , John J McGrath
- & Deborah A Nertney
Mental Health Research Center, Russian Academy of Medical Sciences, Moscow, Russia.
- Vera Golimbet
University Psychiatric Centre, Catholic University Leuven, Kortenberg, Belgium.
- Marc De Hert
- & Ruud van Winkel
Department of Clinical Neuroscience, Human Brain Informatics (HUBIN) Project, Karolinska Institutet and Hospital, Stockholm, Sweden.
- Erik G Jönsson
- & Lars Terenius
Semmelweis University, Department of Psychiatry and Psychotherapy, Budapest, Hungary.
- István Bitter
- & János M Réthelyi
Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.
- Olli P H Pietiläinen
- & Leena Peltonen
Department of Medical Genetics, University of Helsinki, Helsinki, Finland.
- Olli P H Pietiläinen
- & Leena Peltonen
Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College, London, UK.
- David A Collier
Section of Psychiatry and Clinical Psychology, University of Verona, Verona, Italy.
- Sarah Tosato
- & Mirella Ruggeri
Department of Research, Diakonhjemmet Hospital, Oslo, Norway.
- Ingrid Agartz
State Mental Hospital, Haar, Germany.
- Margot Albus
Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, Georgia, USA.
- Farooq Amin
Department of Psychiatry and Behavioral Sciences, Atlanta Veterans Affairs Medical Center, Atlanta, Georgia, USA.
- Farooq Amin
Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA.
- Donald W Black
Institute of Human Genetics, University of Aarhus, Aarhus, Denmark.
- Anders D Børglum
- & Ditte Demontis
Centre for Psychiatric Research, Aarhus University Hospital, Risskov, Denmark.
- Anders D Børglum
- & Ole Mors
University of Queensland Diamantina Institute, Princess Alexandra Hospital, University of Queensland, Brisbane, Queensland, Australia.
- Matthew A Brown
- & Patrick A Danoy
University Medical Center Groningen, Department of Psychiatry, University of Groningen, Groningen, The Netherlands.
- Richard Bruggeman
- & Durk Wiersma
School of Nursing, Louisiana State University Health Sciences Center, New Orleans, Louisiana, USA.
- Nancy G Buccola
Department of Psychiatry, University of California at San Francisco, San Francisco, California, USA.
- William F Byerley
NCIRE (Northern California Institute for Research and Education), San Francisco, California, USA.
- William F Byerley
Department of Psychiatry, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands.
- Wiepke Cahn
- & René S Kahn
School of Psychiatry, University of New South Wales and Schizophrenia Research Institute, Sydney, New South Wales, Australia.
- Vaughan J Carr
Department of Psychiatry, University of Queensland, Royal Brisbane Hospital, Brisbane, Australia.
- Stanley V Catts
Department of Psychiatry, Washington University, St. Louis, Missouri, USA.
- C Robert Cloninger
Academic Medical Centre, University of Amsterdam, Department of Psychiatry, Amsterdam, The Netherlands.
- Lieuwe de Haan
- & Don H Linszen
Department of Psychiatry, University of Athens Medical School, Athens, Greece.
- Dimitris Dikeos
- & George Papadimitriou
Department of Medical Genetics, Oslo University Hospital, Oslo, Norway.
- Srdjan Djurovic
Wellcome Trust Centre for Human Genetics, Oxford, UK.
- Peter Donnelly
- , Chris C A Spencer
- & Amy Strange
Department of Statistics, University of Oxford, Oxford, UK.
- Peter Donnelly
Mental Health Center Copenhagen, Copenhagen University Hospital, Copenhagen, Denmark.
- Anders Fink-Jensen
Department of Psychiatry, University of Colorado Denver, Aurora, Colorado, USA.
- Robert Freedman
- & Ann Olincy
Center for Clinical Intervention and Neuropsychiatric Schizophrenia Research, Mental Health Center Glostrup, Copenhagen University Hospital, Glostrup, Denmark.
- Birte Glenthøj
INSERM, Institut de Myologie, Hôpital de la Pitié-Salpêtrière, Paris, France.
- Stephanie Godard
Illumina, Inc., La Jolla, California, USA.
- Mark Hansen
School of Electrical Engineering and Computing Science, University of Newcastle, Newcastle, New South Wales, Australia.
- Frans A Henskens
Section of Neonatal Screening and Hormones, Department of Clinical Chemistry and Immunology, The State Serum Institute, Copenhagen, Denmark.
- David M Hougaard
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
- Christina M Hultman
- , Paul Lichtenstein
- & Patrick F Sullivan
Centre for Clinical Research in Neuropsychiatry, School of Psychiatry and Clinical Neurosciences, The University of Western Australia, Perth, Western Australia, Australia.
- Assen V Jablensky
Department of Child and Adolescent Psychiatry, Pierre and Marie Curie Faculty of Medicine, Paris, France.
- Maurice Jay
- & Claudine Laurent
Department of Clinical Pharmacology, Bispebjerg University Hospital, Copenhagen, Denmark.
- Gesche Jürgens
Department of Psychology, University of Colorado, Boulder, Boulder, Colorado, USA.
- Matthew C Keller
Department of Psychiatry and Psychology, School of Mental Health and Neuroscience, European Graduate School of Neuroscience (EURON), South Limburg Mental Health Research and Teaching Network (SEARCH), Maastricht University Medical Centre, Maastricht, The Netherlands.
- Gunter Kenis
- & Ruud van Winkel
Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
- Yunjung Kim
- & Patrick F Sullivan
Maastricht University Medical Centre, South Limburg Mental Health Research and Teaching Network, Maastricht, The Netherlands.
- Lydia Krabbendam
- , Inez Myin-Germeys
- & Jim van Os
Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
- Virginia K Lasseter
- , Gerald Nestadt
- & Ann E Pulver
Department of Psychiatry, Hadassah-Hebrew University Medical Center, Jerusalem, Israel.
- F Bernard Lerer
Department of Biostatistics, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA.
- Kung-Yee Liang
Department of Psychiatry, Columbia University, New York, New York, USA.
- Jeffrey A Lieberman
- & T Scott Stroup
Department of Mental Health and Substance Abuse Services, National Institute for Health and Welfare, Helsinki, Finland.
- Jouko Lönnqvist
- & Jaana Suvisaari
Schizophrenia Research Institute, Sydney and Centre for Brain and Mental Health Research, University of Newcastle, Newcastle, New South Wales, Australia.
- Carmel M Loughland
Department of Psychiatry, University of Bonn, Bonn, Germany.
- Wolfgang Maier
- & Marcella Rietschel
Laboratoire de Génétique Moléculaire de la Neurotransmission et des Processus Neurodégénératifs, Centre National de la Recherche Scientifique, Hôpital de la Pitié Salpêtrière, Paris, France.
- Jacques Mallet
Institute of Medical Biometry, Informatics and Epidemiology (IMBIE), University of Bonn, Bonn, Germany.
- Manuel Mattheisen
Department of Research, Sørlandet Hospital, Kristiansand, Norway.
- Morten Mattingsdal
Queensland Centre for Mental Health Research, The Park Centre for Mental Health, Wacol, Queensland, Australia.
- Duncan E McLean
Functional NeuroImaging Laboratory, School of Psychology, University of Newcastle, Sydney, New South Wales, Australia.
- Patricia T Michie
Schizophrenia Research Institute, Sydney, New South Wales, Australia.
- Patricia T Michie
- & Ulrich Schall
Department of Psychiatry, First Psychiatric Clinic, Alexander University Hospital, Sofia, Bulgaria.
- Vihra Milanova
National Centre for Register-Based Research, University of Aarhus, Aarhus, Denmark.
- Preben B Mortensen
Department of Psychiatry, University of Toronto, Toronto, Canada.
- Pierandrea Muglia
NeuroSearch A/S, Ballerup, Denmark.
- Pierandrea Muglia
Unit for Psychiatric Research, Aalborg Psychiatric Hospital, Aalborg, Denmark.
- Jimmi Nielsen
Psychiatric Centre Copenhagen, Copenhagen University Hospital, Copenhagen, Denmark.
- Merete Nordentoft
Department of Psychiatry, Queens University, Belfast, Ireland.
- F Anthony O'Neill
ARoS Applied Biotechnology A/S, Skejby, Denmark.
- Torben F Ørntoft
Department of Molecular Medicine, Aarhus University Hospital, Skejby, Denmark.
- Torben F Ørntoft
Melbourne Neuropsychiatry Centre, Department of Psychiatry, The University of Melbourne and Melbourne Health, Melbourne, Victoria, Australia.
- Christos Pantelis
Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK.
- Leena Peltonen
Department of Psychiatry, National University Hospital, Reykjavik, Iceland.
- Hannes Petursson
- & Engilbert Sigurdsson
Strathclyde Institute of Pharmacy and Biomedical Sciences, The John Arbuthnott Building, University of Strathclyde, Glasgow, UK.
- Ben Pickard
Department of Psychiatry, University of Oxford, Warneford Hospital, Headington, Oxford, UK.
- Digby Quested
Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, University of Heidelberg, Mannheim, Germany.
- Marcella Rietschel
- & Thomas G Schulze
Priority Centre for Brain and Mental Health Research, University of Newcastle, Sydney, New South Wales, Australia.
- Ulrich Schall
Department of Psychiatry and Psychotherapy, Georg-August-University, Göttingen, Germany.
- Thomas G Schulze
School of Psychiatry and Clinical Neurosciences, University of Western Australia, Perth, Western Australia, Australia.
- Sibylle G Schwab
- & Dieter B Wildenauer
Department of Psychiatry, University of Erlangen-Nuremberg, Erlangen, Germany.
- Sibylle G Schwab
Centre for Medical Research, Western Australian Institute for Medical Research, University of Western Australia, Perth, Western Australia, Australia.
- Sibylle G Schwab
Centre for Information Based Medicine, University of Newcastle, Hunter Medical Research Institute, Newcastle and Schizophrenia Research Institute, Sydney, New South Wales, Australia.
- Rodney J Scott
Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA.
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Department of Psychiatry, University of Iceland, Reykjavik, Iceland.
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Department of Psychiatry, Veterans Affairs Medical Center, New York, New York, USA.
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West Berkshire National Health Service (NHS) Trust, Reading, UK.
- Srinivasa Thirumalai
Mental Health Center Frederiksberg, Copenhagen University Hospital, Copenhagen, Denmark.
- Sally Timm
Department of Medical Genetics, University Hospital Maichin Dom, Sofia, Bulgaria.
- Draga Toncheva
Department of Pharmacy, Virginia Commonwealth University, Richmond, Virginia, USA.
- Edwin van den Oord
Rudolf Magnus Institute of Neuroscience, Department of Neurology, Universitair Medisch Centrum (UMC) Utrecht, Utrecht, The Netherlands.
- Jan Veldink
The Health Research Board, Dublin, Ireland.
- Dermot Walsh
Mental Health Center Amager, Copenhagen University Hospital, Copenhagen, Denmark.
- August G Wang
Centre for Clinical Research in Neuropsychiatry, Graylands Hospital, Mt Claremont, Western Australia, Australia.
- Dieter B Wildenauer
Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
- Patrick F Sullivan
Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
- Patrick F Sullivan
Consortia
The Schizophrenia Psychiatric Genome-Wide Association Study (GWAS) Consortium
- Stephan Ripke
- , Alan R Sanders
- , Kenneth S Kendler
- , Douglas F Levinson
- , Pamela Sklar
- , Peter A Holmans
- , Dan-Yu Lin
- , Jubao Duan
- , Roel A Ophoff
- , Ole A Andreassen
- , Edward Scolnick
- , Sven Cichon
- , David St. Clair
- , Aiden Corvin
- , Hugh Gurling
- , Thomas Werge
- , Dan Rujescu
- , Douglas H R Blackwood
- , Carlos N Pato
- , Anil K Malhotra
- , Shaun Purcell
- , Frank Dudbridge
- , Benjamin M Neale
- , Lizzy Rossin
- , Peter M Visscher
- , Danielle Posthuma
- , Douglas M Ruderfer
- , Ayman Fanous
- , Hreinn Stefansson
- , Stacy Steinberg
- , Bryan J Mowry
- , Vera Golimbet
- , Marc De Hert
- , Erik G Jönsson
- , István Bitter
- , Olli P H Pietiläinen
- , David A Collier
- , Sarah Tosato
- , Ingrid Agartz
- , Margot Albus
- , Madeline Alexander
- , Richard L Amdur
- , Farooq Amin
- , Nicholas Bass
- , Sarah E Bergen
- , Donald W Black
- , Anders D Børglum
- , Matthew A Brown
- , Richard Bruggeman
- , Nancy G Buccola
- , William F Byerley
- , Wiepke Cahn
- , Rita M Cantor
- , Vaughan J Carr
- , Stanley V Catts
- , Khalid Choudhury
- , C Robert Cloninger
- , Paul Cormican
- , Nicholas Craddock
- , Patrick A Danoy
- , Susmita Datta
- , Lieuwe de Haan
- , Ditte Demontis
- , Dimitris Dikeos
- , Srdjan Djurovic
- , Peter Donnelly
- , Gary Donohoe
- , Linh Duong
- , Sarah Dwyer
- , Anders Fink-Jensen
- , Robert Freedman
- , Nelson B Freimer
- , Marion Friedl
- , Lyudmila Georgieva
- , Ina Giegling
- , Michael Gill
- , Birte Glenthøj
- , Stephanie Godard
- , Marian Hamshere
- , Mark Hansen
- , Thomas Hansen
- , Annette M Hartmann
- , Frans A Henskens
- , David M Hougaard
- , Christina M Hultman
- , Andrés Ingason
- , Assen V Jablensky
- , Klaus D Jakobsen
- , Maurice Jay
- , Gesche Jürgens
- , René S Kahn
- , Matthew C Keller
- , Gunter Kenis
- , Elaine Kenny
- , Yunjung Kim
- , George K Kirov
- , Heike Konnerth
- , Bettina Konte
- , Lydia Krabbendam
- , Robert Krasucki
- , Virginia K Lasseter
- , Claudine Laurent
- , Jacob Lawrence
- , Todd Lencz
- , F Bernard Lerer
- , Kung-Yee Liang
- , Paul Lichtenstein
- , Jeffrey A Lieberman
- , Don H Linszen
- , Jouko Lönnqvist
- , Carmel M Loughland
- , Alan W Maclean
- , Brion S Maher
- , Wolfgang Maier
- , Jacques Mallet
- , Pat Malloy
- , Manuel Mattheisen
- , Morten Mattingsdal
- , Kevin A McGhee
- , John J McGrath
- , Andrew McIntosh
- , Duncan E McLean
- , Andrew McQuillin
- , Ingrid Melle
- , Patricia T Michie
- , Vihra Milanova
- , Derek W Morris
- , Ole Mors
- , Preben B Mortensen
- , Valentina Moskvina
- , Pierandrea Muglia
- , Inez Myin-Germeys
- , Deborah A Nertney
- , Gerald Nestadt
- , Jimmi Nielsen
- , Ivan Nikolov
- , Merete Nordentoft
- , Nadine Norton
- , Markus M Nöthen
- , Colm T O'Dushlaine
- , Ann Olincy
- , Line Olsen
- , F Anthony O'Neill
- , Torben F Ørntoft
- , Michael J Owen
- , Christos Pantelis
- , George Papadimitriou
- , Michele T Pato
- , Leena Peltonen
- , Hannes Petursson
- , Ben Pickard
- , Jonathan Pimm
- , Ann E Pulver
- , Vinay Puri
- , Digby Quested
- , Emma M Quinn
- , Henrik B Rasmussen
- , János M Réthelyi
- , Robert Ribble
- , Marcella Rietschel
- , Brien P Riley
- , Mirella Ruggeri
- , Ulrich Schall
- , Thomas G Schulze
- , Sibylle G Schwab
- , Rodney J Scott
- , Jianxin Shi
- , Engilbert Sigurdsson
- , Jeremy M Silverman
- , Chris C A Spencer
- , Kari Stefansson
- , Amy Strange
- , Eric Strengman
- , T Scott Stroup
- , Jaana Suvisaari
- , Lars Terenius
- , Srinivasa Thirumalai
- , Johan H Thygesen
- , Sally Timm
- , Draga Toncheva
- , Edwin van den Oord
- , Jim van Os
- , Ruud van Winkel
- , Jan Veldink
- , Dermot Walsh
- , August G Wang
- , Durk Wiersma
- , Dieter B Wildenauer
- , Hywel J Williams
- , Nigel M Williams
- , Brandon Wormley
- , Stan Zammit
- , Patrick F Sullivan
- , Michael C O'Donovan
- , Mark J Daly
- & Pablo V Gejman
Authors
Contributions
The Schizophrenia Psychiatric Genome-Wide Association Study (GWAS) Consortium (PGC): overall coordination: P.V.G. Coordination of statistical analyses: M.J.D. Coordination of phenotypic analyses: K.S.K. Statistical analyses: S.R., M.J.D., P.A.H., D.-Y.L., S.P., F.D., B.M.N., L.R., P.M.V., D.P., D.M.R. Manuscript preparation: P.V.G. (primary), M.J.D. (primary), A.R.S. (primary), S.R. (primary), M.C.O. (primary), K.S.K., D.F.L., P.S., P.A.H., P.F.S. (primary), D.-Y.L., J.D., R.A.O., O.A.A., E. Scolnick. Phenotypic analyses: K.S.K., A.F., A.C., R.L.A. Stage 1 GWAS sample 1–Cardiff, UK: M.C.O., N.C., P.A.H., M. Hamshere, H.J.W., V. Moskvina, S. Dwyer, L.G., S.Z., M.J.O. Stage 1 GWAS sample 2–Clinical Antipsychotic Trials of Intervention Effectiveness (CATIE): P.F.S., D.-Y.L., E.v.d.O., Y.K., T.S.S., J.A.L. Stage 1 GWAS sample 3–International Schizophrenia Consortium (ISC)–Aberdeen: D.St.C. Stage 1 GWAS sample 4–ISC–Cardiff: G.K.K., M.C.O., P.A.H., L.G., I.N., H.J.W., D.T., V. Milanova, M.J.O. Stage 1 GWAS sample 5–ISC–Dublin: D.W.M., C.T.O., E.K., E.M.Q., M.G., A.C. Stage 1 GWAS sample 6–ISC–Edinburgh: D.H.R.B., K.A.M., B.P., P. Malloy, A.W.M., A. McIntosh. Stage 1 GWAS sample 7–ISC–London: A. McQuillin, K.C., S. Datta, J.P., S. Thirumalai, V.P., R.K., J. Lawrence, D.Q., N.B., H.G. Stage 1 GWAS sample 8–ISC–Portugal: M.T.P., C.N.P., A.F. Stage 1 GWAS sample 9–ISC–SW1–Sweden, stage 1 GWAS sample 10–ISC–SW2–Sweden, stage 2 replication follow-up sample 16–SW3–Sweden, stage 2 replication follow-up sample 17–SW4–Sweden: C.M.H., P.L., S.E.B., S.P., E. Scolnick, P.S., P.F.S. Stage 1 GWAS sample 11–Molecular Genetics of Schizophrenia (MGS): J. Shi, D.F.L., J.D., A.R.S., M.C.K., B.J.M., A.O., F.A., C.R.C., J.M.S., N.G.B., W.FB., D.W.B., K.S.K., R.F., P.V.G. Stage 1 GWAS sample 12–Schizophrenia Genetics Consortium (SGENE)–Bonn: S.C., M. Rietschel, M.M.N., W.M., T.G.S., M. Mattheisen. Stage 1 GWAS sample 13–SGENE–Copenhagen, stage 2 replication follow-up sample 5–SGENE–Copenhagen: T.H., A.I., K.D.J., L.D., G.J., H.B.R., B.G., J.N., S. Timm, L.O., A.G.W., A.F.-J., J.H.T., T.W. Stage 1 GWAS sample 14–SGENE–Munich, stage 2 replication follow-up sample 12–SGENE–Munich, stage 2 replication follow-up sample 13–SGENE–Munich: I.G., A.M.H., H.K., M.F., B.K., P. Muglia, D.R. Stage 1 GWAS sample 15–SGENE–Thematic Organized Psychoses Research 3 (TOP3): S. Djurovic, M. Mattingsdal, I.A., I.M., O.A.A. Stage 1 GWAS sample 16–SGENE–UCLA: R.A.O., R.M.C., N.B.F., R.S.K., D.H.L., J.v.O., D. Wiersma, R.B., W.C., L.d.H., L.K., I.M.-G., E. Strengman. Stage 1 GWAS sample 1–Zucker Hillside A.K.M., T.L.Stage 2 replication follow-up sample –multicenter pedigree P.A.H., B.P.R., A.E.P., M.J.O., D.B.W., P.V.G., B.J.M., C.L., K.S.K., G.N., N.M.W., S.G.S., A.R.S., M. Hansen, D.A.N., J.M., B.W., V.K.L., M.C.O., J.D., M. Albus, M. Alexander, S.G., R.R., K.-Y.L., N.N., W.M., G.P., D. Walsh, M.J., F.A.O., F.B.L., D. Dikeos, J.M.S., D.F.L.Stage 2 replication follow-up sample –SGEN–Aarhus A.D.B., D. Demontis, P.B.M., D.M.H., T.FØ., O.M.Stage 2 replication follow-up sample –SGEN–Aarhus O.M., M.N., A.D.B.Stage 2 replication follow-up sample –SGEN–Belgium R.v.W., G.K., M.D.H., J.V.Stage 2 replication follow-up sample –SGEN–Iceland H.S., S.S., E. Sigurdsson, H.P., K.S.Stage 2 replication follow-up sample –SGEN–England D.A.C.Stage 2 replication follow-up sample –SGEN–Helsinki, stage 2 replication follow-up sample 1–SGEN–Kuusamo L.P., O.P.H.P., J. Suvisaari, J. önnqvist.Stage 2 replication follow-up sample –SGEN–Hungary I.B., J.M.R.Stage 2 replication follow-up sample 1–SGEN–Italy M. Ruggeri, S. Tosato.Stage 2 replication follow-up sample 1–SGEN–Russia V.G.Stage 2 replication follow-up sample 1–SGEN–Sweden E.G.J., I.A., L.T.Stage 2 replication follow-up sample 1–University of Queensland B.J.M., M.A.B., P.A.D., J.J.M., D.E.M.Stage 2 replication follow-up sample 1–Australian Schizophrenia Research Bank B.J.M., V.J.C., R.J.S., S.V.C., F.A.H., A.V.J., C.M.L., P.T.M., C.P., U.S.Stage 2 replication follow-up sample 1–Irish Schizophrenia Genomics Consortium (ISGC) A.C., D.W.M., P.C., B.S.M., C.T.O., G.D., F.A.O., M.G., K.S.K., B.P.R., ISGC (see the Acknowledgments in theSupplementary Not for additional contributors not listed above).Stage 2 replication follow-up sample 1–Wellcome Trust Case Control Consortium 2 (WTCCC2) P.D. (Chair of Management Committee; Data and Analysis Group), C.C.A.S. (Data and Analysis Group; Publications Committee), A.S. (Data and Analysis Group), WTCCC2 (see Acknowledgments in theSupplementary Not for additional contributors not listed above). All authors contributed to the current version of the paper
Competing interests
Eli Lilly funded portions of the genotyping for CATIE and TOP. P.F.S. received research funding from Eli Lilly in connection with CATIE. T.S.S. received research funding from Eli Lilly and consulting fees from Janssen Pharmaceutica, GlaxoSmithKline and Bristol-Myers Squibb. J.A.L. received research funding from AstraZeneca Pharmaceuticals, Bristol-Myers Squibb, GlaxoSmithKline, Janssen Pharmaceutica and Pfizer and consulting and educational fees from AstraZeneca Pharmaceuticals, Bristol-Myers Squibb, Eli Lilly, Forest Pharmaceuticals, GlaxoSmithKline, Janssen Pharmaceutica, Novartis, Pfizer and Solvay. D.St.C. received research funding from GlaxoSmithKline and Generation Scotland, Genetics Health Initiative. F.A. received funds from Pfizer, Organon and the Foundation for the National Institutes of Health. D.W.B. has received research support from Shire and Forest, has been on the speakers' bureau for Pfizer and has received consulting honoraria from Forest and Jazz. T.W. has received consulting and lecture fees from H. Lundbeck A/S. O.A.A. has received Speaker's honorarium from AstraZeneca, Janssen, Bristol-Myers Squibb and GlaxoSmithKline. I.M. has received a Speaker's honorarium from Janssen and AstraZeneca. A.K.M. has received consulting fees or honoraria from Eli Lilly & Company, Janssen Pharmaceutica, Merck, Bristol-Meyers Squibb, Pfizer, PGxHealth (a division of Clinical Data, Inc.), Roche Diagnostics and Vanda Pharmaceuticals and has received research support from Eli Lilly & Company. T.L. has received consulting fees or honoraria from Merck, Eli Lilly & Company, Golden Helix, Inc., InforMed Insights and PGxHealth (a division of Clinical Data, Inc.). I.B. has been an advisory board member, consultant and lecturer for AstraZeneca, Bristol-Myers Squibb, Eli Lilly, EGIS, Janssen, H. Lundbeck A/S, Novartis, Pfizer, Richter and Schering-Plough and received a grant for an investigator-initiated study from H. Lundbeck A/S. J.J.M. has received consulting and speaker's fees from Johnson & Johnson, Schering-Plough and Eli Lilly. C.P. has received grant support from Janssen-Cilag, Eli Lilly, Hospira (Mayne) and AstraZeneca, provided consultancy to Janssen-Cilag, Eli Lilly, Hospira (Mayne), AstraZeneca, Pfizer and Schering-Plough and has undertaken investigator-initiated studies supported by Eli Lilly, Hospira, Janssen Cilag and AstraZeneca. The Denmark-Aarhus group (The GEMS Stud with principal investigators A.D.B., O.M. and P.B.M.) received research funding from H. Lundbeck A/S. E.G.J. has served as an unpaid consultant for Eli Lilly.
Corresponding author
Correspondence to Pablo V Gejman.
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