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Genome-wide association analyses of risk tolerance and risky behaviors in over 1 million individuals identify hundreds of loci and shared genetic influences.

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第一作者: Richard,Karlsson Linnér
第一单位: Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, the Netherlands. r.karlssonlinner@vu.nl.;Erasmus University Rotterdam Institute for Behavior and Biology, Erasmus School of Economics, Erasmus University Rotterdam, Rotterdam, the Netherlands. r.karlssonlinner@vu.nl.;Department of Economics, VU University Amsterdam, Amsterdam, the Netherlands. r.karlssonlinner@vu.nl.
作者: Richard,Karlsson Linnér [1] ; Pietro,Biroli [2] ; Edward,Kong [3] ; S Fleur W,Meddens [4] ; Robbee,Wedow [5] ; Mark Alan,Fontana [6] ; Maël,Lebreton [7] ; Stephen P,Tino [8] ; Abdel,Abdellaoui [9] ; Anke R,Hammerschlag [10] ; Michel G,Nivard [9] ; Aysu,Okbay [11] ; Cornelius A,Rietveld [12] ; Pascal N,Timshel [13] ; Maciej,Trzaskowski [14] ; Ronald de,Vlaming [4] ; Christian L,Zünd [2] ; Yanchun,Bao [15] ; Laura,Buzdugan [16] ; Ann H,Caplin [17] ; Chia-Yen,Chen [18] ; Peter,Eibich [19] ; Pierre,Fontanillas [20] ; Juan R,Gonzalez [21] ; Peter K,Joshi [22] ; Ville,Karhunen [23] ; Aaron,Kleinman [20] ; Remy Z,Levin [24] ; Christina M,Lill [25] ; Gerardus A,Meddens [26] ; Gerard,Muntané [27] ; Sandra,Sanchez-Roige [28] ; Frank J van,Rooij [29] ; Erdogan,Taskesen [10] ; Yang,Wu [14] ; Futao,Zhang [14] ; 23and Me Research Team [20] ; eQTLgen Consortium [30] ; International Cannabis Consortium [22] ; Social Science Genetic Association Consortium [31] ; Adam,Auton [9] ; Jason D,Boardman [32] ; David W,Clark [33] ; Andrew,Conlin [34] ; Conor C,Dolan [35] ; Urs,Fischbacher [36] ; Patrick J F,Groenen [29] ; Kathleen Mullan,Harris [37] ; Gregor,Hasler [38] ; Albert,Hofman [39] ; Mohammad A,Ikram [40] ; Sonia,Jain [41] ; Robert,Karlsson [23] ; Ronald C,Kessler [42] ; Maarten,Kooyman [43] ; James,MacKillop [44] ; Minna,Männikkö [15] ; Carlos,Morcillo-Suarez [45] ; Matthew B,McQueen [46] ; Klaus M,Schmidt [47] ; Melissa C,Smart [48] ; Matthias,Sutter [49] ; A Roy,Thurik [50] ; André G,Uitterlinden [51] ; Jon,White [9] ; Harriet de,Wit [52] ; Jian,Yang [2] ; Lars,Bertram [20] ; Dorret I,Boomsma [53] ; Tõnu,Esko [15] ; Ernst,Fehr [3] ; David A,Hinds [38] ; Magnus,Johannesson [54] ; Meena,Kumari [55] ; David,Laibson [56] ; Patrik K E,Magnusson [13] ; Michelle N,Meyer [57] ; Arcadi,Navarro [58] ; Abraham A,Palmer [59] ; Tune H,Pers [31] ; Danielle,Posthuma [29] ; Daniel,Schunk [22] ; Murray B,Stein [60] ; Rauli,Svento [61] ; Henning,Tiemeier [62] ; Paul R H J,Timmers [63] ; Patrick,Turley [64] ; Robert J,Ursano [65] ; Gert G,Wagner [66] ; James F,Wilson [67] ; Jacob,Gratten [68] ; James J,Lee [69] ; David,Cesarini ; Daniel J,Benjamin ; Philipp D,Koellinger ; Jonathan P,Beauchamp
作者单位: Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, the Netherlands. r.karlssonlinner@vu.nl.;Erasmus University Rotterdam Institute for Behavior and Biology, Erasmus School of Economics, Erasmus University Rotterdam, Rotterdam, the Netherlands. r.karlssonlinner@vu.nl.;Department of Economics, VU University Amsterdam, Amsterdam, the Netherlands. r.karlssonlinner@vu.nl. [1] Department of Economics, University of Zurich, Zurich, Switzerland. [2] Department of Economics, Harvard University, Cambridge, MA, USA. [3] Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, the Netherlands.;Erasmus University Rotterdam Institute for Behavior and Biology, Erasmus School of Economics, Erasmus University Rotterdam, Rotterdam, the Netherlands.;Department of Economics, VU University Amsterdam, Amsterdam, the Netherlands. [4] Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA.;Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA.;Analytic Translational Genetics Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.;Department of Sociology, Harvard University, Cambridge, MA, USA. [5] Center for the Advancement of Value in Musculoskeletal Care, Hospital for Special Surgery, New York, NY, USA.;Department of Healthcare Policy and Research, Weill Cornell Medical College, Cornell University, New York, NY, USA. [6] Amsterdam School of Economics, University of Amsterdam, Amsterdam, the Netherlands.;Amsterdam Brain and Cognition, University of Amsterdam, Amsterdam, the Netherlands. [7] Department of Economics, University of Toronto, Toronto, Ontario, Canada. [8] Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands. [9] Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, the Netherlands. [10] Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, the Netherlands.;Department of Economics, VU University Amsterdam, Amsterdam, the Netherlands. [11] Erasmus University Rotterdam Institute for Behavior and Biology, Erasmus School of Economics, Erasmus University Rotterdam, Rotterdam, the Netherlands.;Department of Applied Economics, Erasmus School of Economics, Erasmus University Rotterdam, Rotterdam, the Netherlands.;Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands. [12] Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark.;Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark. [13] Institute for Molecular Bioscience, The University of Queensland, Brisbane, Australia. [14] Institute for Social and Economic Research, University of Essex, Colchester, UK. [15] Seminar for Statistics, Department of Mathematics, ETH Zurich, Zurich, Switzerland.;Department of Economics, University of Zurich, Zurich, Switzerland. [16] Stuyvesant High School, New York, NY, USA. [17] Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA.;Analytic Translational Genetics Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.;Psychiatric & Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA, USA. [18] Nuffield Department of Population Health, University of Oxford, Oxford, UK.;Socio-Economic Panel Study, DIW Berlin, Berlin, Germany.;Max Planck Institute for Demographic Research, Rostock, Germany. [19] Research, 23andMe, Inc., Mountain View, CA, USA. [20] Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain.;Universitat Pompeu Fabra (UPF), Barcelona, Spain.;CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain. [21] Centre for Global Health Research, Usher Institute for Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, Scotland. [22] Center for Life Course Health Research, University of Oulu, Oulu, Finland. [23] Department of Economics, University of California San Diego, La Jolla, CA, USA. [24] Genetic and Molecular Epidemiology Group, Lübeck Interdisciplinary Platform for Genome Analytics, Institutes of Neurogenetics & Cardiogenetics, University of Lübeck, Lübeck, Germany. [25] Team Loyalty BV, Hoofddorp, the Netherlands. [26] Departament de Ciències Experimentals i de la Salut, Universitat Pompeu Fabra, Barcelona, Spain.;Research Department, Hospital Universitari Institut Pere Mata, Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain.;Centro de Investigación Biomédica en Red en Salud Mental (CIBERSAM), Reus, Spain. [27] Department of Psychiatry, University of California San Diego, La Jolla, CA, USA. [28] Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands. [29] Institute for Behavioral Genetics, University of Colorado Boulder, Boulder, CO, USA.;Institute of Behavioral Science, University of Colorado Boulder, Boulder, CO, USA.;Department of Sociology, University of Colorado Boulder, Boulder, CO, USA. [30] Department of Economics and Finance, Oulu Business School, University of Oulu, Oulu, Finland. [31] Department of Economics, University of Konstanz, Konstanz, Germany.;Thurgau Institute of Economics, Kreuzlingen, Switzerland. [32] Erasmus University Rotterdam Institute for Behavior and Biology, Erasmus School of Economics, Erasmus University Rotterdam, Rotterdam, the Netherlands.;Department of Econometrics, Erasmus University Rotterdam, Rotterdam, Rotterdam, the Netherlands. [33] Department of Sociology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.;Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. [34] Unit of Psychiatry Research, University of Fribourg, Fribourg, Switzerland. [35] Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA.;Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands. [36] Family Medicine and Public Health, University of California San Diego, La Jolla, CA, USA. [37] Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden. [38] Department of Health Care Policy, Harvard Medical School, Boston, MA, USA. [39] SURFsara, Amsterdam, the Netherlands. [40] Peter Boris Centre for Addictions Research, McMaster University/St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada.;Homewood Research Institute, Guelph, Ontario, Canada. [41] Departament de Ciències Experimentals i de la Salut, Universitat Pompeu Fabra, Barcelona, Spain. [42] Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO, USA. [43] Department of Economics, University of Munich, Munich, Germany. [44] Department of Economics, University of Cologne, Cologne, Germany.;Experimental Economics Group, Max Planck Institute for Research into Collective Goods, Bonn, Germany.;Department of Public Finance, University of Innsbruck, Innsbruck, Austria. [45] Erasmus University Rotterdam Institute for Behavior and Biology, Erasmus School of Economics, Erasmus University Rotterdam, Rotterdam, the Netherlands.;Montpellier Business School, Montpellier, France. [46] Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, the Netherlands. [47] UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK. [48] Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL, USA. [49] Institute for Molecular Bioscience, The University of Queensland, Brisbane, Australia.;Queensland Brain Institute, The University of Queensland, Brisbane, Australia. [50] Genetic and Molecular Epidemiology Group, Lübeck Interdisciplinary Platform for Genome Analytics, Institutes of Neurogenetics & Cardiogenetics, University of Lübeck, Lübeck, Germany.;Dept of Psychology, University of Olso, Oslo, Norway.;School of Public Health, Imperial College London, London, UK. [51] Estonian Genome Center, University of Tartu, Tartu, Estonia. [52] Department of Economics, Stockholm School of Economics, Stockholm, Sweden. [53] Center for Translational Bioethics and Health Care Policy, Geisinger Health System, Danville, PA, USA. [54] Departament de Ciències Experimentals i de la Salut, Universitat Pompeu Fabra, Barcelona, Spain.;Centre for Genomic Regulation, Barcelona Institute of Science and Technology, Barcelona, Spain.;Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain. [55] Department of Psychiatry, University of California San Diego, La Jolla, CA, USA.;Institute for Genomic Medicine, University of California San Diego, La Jolla, CA, USA. [56] Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, the Netherlands.;Department of Clinical Genetics, VU Medical Centre, Amsterdam, the Netherlands. [57] Department of Economics, Johannes Gutenberg University, Mainz, Germany. [58] Department of Psychiatry, University of California San Diego, La Jolla, CA, USA.;Family Medicine and Public Health, University of California San Diego, La Jolla, CA, USA. [59] Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA.;Analytic Translational Genetics Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.;Behavioral and Health Genomics Center, Center for Economic and Social Research, University of Southern California, Los Angeles, CA, USA. [60] Department of Psychiatry, Center for the Study of Traumatic Stress, Uniformed Services University of the Health Sciences, Bethesda, MD, USA. [61] Socio-Economic Panel Study, DIW Berlin, Berlin, Germany.;Max Planck Institute for Human Development, Berlin, Germany. [62] Centre for Global Health Research, Usher Institute for Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, Scotland.;MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, Scotland. [63] Institute for Molecular Bioscience, The University of Queensland, Brisbane, Australia.;Mater Medical Research Institute, Translational Research Institute, Brisbane, Australia. [64] Department of Psychology, University of Minnesota Twin Cities, Minneapolis, MN, USA. [65] Department of Economics, New York University, New York, NY, USA. [66] Behavioral and Health Genomics Center, Center for Economic and Social Research, University of Southern California, Los Angeles, CA, USA.;Department of Economics, University of Southern California, Los Angeles, CA, USA.;National Bureau of Economic Research, Cambridge, MA, USA. [67] Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, the Netherlands.;Department of Economics, VU University Amsterdam, Amsterdam, the Netherlands.;German Institute for Economic Research, DIW Berlin, Berlin, Germany. [68] Department of Economics, University of Toronto, Toronto, Ontario, Canada. jonathan.pierre.beauchamp@gmail.com. [69]
DOI 10.1038/s41588-018-0309-3
PMID 30643258
发布时间 2025-05-30
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