Genome-wide association analyses of risk tolerance and risky behaviors in over 1 million individuals identify hundreds of loci and shared genetic influences.
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]
医学主题词
行为(Behavior);病例对照研究(Case-Control Studies);女(雌)性(Female);基因座(Genetic Loci);疾病遗传易感性(Genetic Predisposition to Disease);遗传学, 行为(Genetics, Behavioral);全基因组关联研究(Genome-Wide Association Study);基因型(Genotype);人类(Humans);男(雄)性(Male);多态性, 单核苷酸(Polymorphism, Single Nucleotide)
DOI
10.1038/s41588-018-0309-3
PMID
30643258
发布时间
2025-05-30
- 浏览23
Nature genetics
Nature genetics
245-257页
相似文献
- 中文期刊
- 外文期刊
- 学位论文
- 会议论文





换一批



