Genome-wide analysis identifies 12 loci influencing human reproductive behavior View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2016-10-31

AUTHORS

Nicola Barban, Rick Jansen, Ronald de Vlaming, Ahmad Vaez, Jornt J Mandemakers, Felix C Tropf, Xia Shen, James F Wilson, Daniel I Chasman, Ilja M Nolte, Vinicius Tragante, Sander W van der Laan, John R B Perry, Augustine Kong, Tarunveer S Ahluwalia, Eva Albrecht, Laura Yerges-Armstrong, Gil Atzmon, Kirsi Auro, Kristin Ayers, Andrew Bakshi, Danny Ben-Avraham, Klaus Berger, Aviv Bergman, Lars Bertram, Lawrence F Bielak, Gyda Bjornsdottir, Marc Jan Bonder, Linda Broer, Minh Bui, Caterina Barbieri, Alana Cavadino, Jorge E Chavarro, Constance Turman, Maria Pina Concas, Heather J Cordell, Gail Davies, Peter Eibich, Nicholas Eriksson, Tõnu Esko, Joel Eriksson, Fahimeh Falahi, Janine F Felix, Mark Alan Fontana, Lude Franke, Ilaria Gandin, Audrey J Gaskins, Christian Gieger, Erica P Gunderson, Xiuqing Guo, Caroline Hayward, Chunyan He, Edith Hofer, Hongyan Huang, Peter K Joshi, Stavroula Kanoni, Robert Karlsson, Stefan Kiechl, Annette Kifley, Alexander Kluttig, Peter Kraft, Vasiliki Lagou, Cecile Lecoeur, Jari Lahti, Ruifang Li-Gao, Penelope A Lind, Tian Liu, Enes Makalic, Crysovalanto Mamasoula, Lindsay Matteson, Hamdi Mbarek, Patrick F McArdle, George McMahon, S Fleur W Meddens, Evelin Mihailov, Mike Miller, Stacey A Missmer, Claire Monnereau, Peter J van der Most, Ronny Myhre, Mike A Nalls, Teresa Nutile, Ioanna Panagiota Kalafati, Eleonora Porcu, Inga Prokopenko, Kumar B Rajan, Janet Rich-Edwards, Cornelius A Rietveld, Antonietta Robino, Lynda M Rose, Rico Rueedi, Kathleen A Ryan, Yasaman Saba, Daniel Schmidt, Jennifer A Smith, Lisette Stolk, Elizabeth Streeten, Anke Tönjes, Gudmar Thorleifsson, Sheila Ulivi, Juho Wedenoja, Juergen Wellmann, Peter Willeit, Jie Yao, Loic Yengo, Jing Hua Zhao, Wei Zhao, Daria V Zhernakova, Najaf Amin, Howard Andrews, Beverley Balkau, Nir Barzilai, Sven Bergmann, Ginevra Biino, Hans Bisgaard, Klaus Bønnelykke, Dorret I Boomsma, Julie E Buring, Harry Campbell, Stefania Cappellani, Marina Ciullo, Simon R Cox, Francesco Cucca, Daniela Toniolo, George Davey-Smith, Ian J Deary, George Dedoussis, Panos Deloukas, Cornelia M van Duijn, Eco J C de Geus, Johan G Eriksson, Denis A Evans, Jessica D Faul, Cinzia Felicita Sala, Philippe Froguel, Paolo Gasparini, Giorgia Girotto, Hans-Jörgen Grabe, Karin Halina Greiser, Patrick J F Groenen, Hugoline G de Haan, Johannes Haerting, Tamara B Harris, Andrew C Heath, Kauko Heikkilä, Albert Hofman, Georg Homuth, Elizabeth G Holliday, John Hopper, Elina Hyppönen, Bo Jacobsson, Vincent W V Jaddoe, Magnus Johannesson, Astanand Jugessur, Mika Kähönen, Eero Kajantie, Sharon L R Kardia, Bernard Keavney, Ivana Kolcic, Päivikki Koponen, Peter Kovacs, Florian Kronenberg, Zoltan Kutalik, Martina La Bianca, Genevieve Lachance, William G Iacono, Sandra Lai, Terho Lehtimäki, David C Liewald, Cecilia M Lindgren, Yongmei Liu, Robert Luben, Michael Lucht, Riitta Luoto, Per Magnus, Patrik K E Magnusson, Nicholas G Martin, Matt McGue, Ruth McQuillan, Sarah E Medland, Christa Meisinger, Dan Mellström, Andres Metspalu, Michela Traglia, Lili Milani, Paul Mitchell, Grant W Montgomery, Dennis Mook-Kanamori, Renée de Mutsert, Ellen A Nohr, Claes Ohlsson, Jørn Olsen, Ken K Ong, Lavinia Paternoster, Alison Pattie, Brenda W J H Penninx, Markus Perola, Patricia A Peyser, Mario Pirastu, Ozren Polasek, Chris Power, Jaakko Kaprio, Leslie J Raffel, Katri Räikkönen, Olli Raitakari, Paul M Ridker, Susan M Ring, Kathryn Roll, Igor Rudan, Daniela Ruggiero, Dan Rujescu, Veikko Salomaa, David Schlessinger, Helena Schmidt, Reinhold Schmidt, Nicole Schupf, Johannes Smit, Rossella Sorice, Tim D Spector, John M Starr, Doris Stöckl, Konstantin Strauch, Michael Stumvoll, Morris A Swertz, Unnur Thorsteinsdottir, A Roy Thurik, Nicholas J Timpson, Joyce Y Tung, André G Uitterlinden, Simona Vaccargiu, Jorma Viikari, Veronique Vitart, Henry Völzke, Peter Vollenweider, Dragana Vuckovic, Johannes Waage, Gert G Wagner, Jie Jin Wang, Nicholas J Wareham, David R Weir, Gonneke Willemsen, Johann Willeit, Alan F Wright, Krina T Zondervan, Kari Stefansson, Robert F Krueger, James J Lee, Daniel J Benjamin, David Cesarini, Philipp D Koellinger, Marcel den Hoed, Harold Snieder, Melinda C Mills

ABSTRACT

Melinda Mills, Nicola Barban, Harold Snieder, Marcel den Hoed and colleagues perform a meta-analysis of data from over 300,000 individuals for age at first birth and number of children ever born. They identify 12 significant loci that associate with these traits, providing insights into the genetic basis of human reproductive behavior. More... »

PAGES

1462-1472

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  • Journal

    TITLE

    Nature Genetics

    ISSUE

    12

    VOLUME

    48

    Author Affiliations

  • Department of Sociology and Nuffield College, University of Oxford, Oxford, UK
  • Department of Psychiatry, VU University Medical Center, Amsterdam, the Netherlands
  • Erasmus University Rotterdam Institute for Behavior and Biology, Rotterdam, the Netherlands
  • Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences, Isfahan, Iran
  • Sociology of Consumption and Households, Wageningen University Research, Wageningen, the Netherlands
  • Centre for Global Health Research, Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, UK
  • Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
  • Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
  • Department of Cardiology, Division of Heart and Lungs, University Medical Center Utrecht, Utrecht, the Netherlands
  • Division of Heart and Lungs, Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht, the Netherlands
  • MRC Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge, UK
  • deCODE Genetics/Amgen, Inc., Reykjavik, Iceland
  • COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
  • Institute of Genetic Epidemiology, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany
  • Division of Endocrinology, Diabetes and Nutrition, University of Maryland School of Medicine, Baltimore, Maryland, USA
  • Department of Natural Science, University of Haifa, Haifa, Israel
  • Institute for Molecular Medicine (FIMM), University of Helsinki, Helsinki, Finland
  • Institute of Genetic Medicine, Newcastle University, Newcastle-upon-Tyne, UK
  • Queensland Brain Institute, University of Queensland, Brisbane, Queensland, Australia
  • Department of Genetics, Institute for Aging Research and the Diabetes Research Center, Albert Einstein College of Medicine, Bronx, New York, USA
  • Institute of Epidemiology and Social Medicine, University of Münster, Münster, Germany
  • Departments of Systems and Computational Biology, of Pathology and of Neuroscience, Albert Einstein College of Medicine, Bronx, New York, USA
  • School of Public Health, Faculty of Medicine, Imperial College, London, UK
  • Department of Epidemiology, University of Michigan, Ann Arbor, Michigan, USA
  • Department of Genetics, Genomics Coordination Center, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
  • Department of Internal Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
  • Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
  • Division of Genetics and Cell Biology, San Raffaele Research Institute, Milan, Italy
  • Centre for Environmental and Preventive Medicine, Wolfson Institute of Preventative Medicine, Queen Mary University of London, London, UK
  • Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
  • Institute of Genetic and Biomedical Research, National Research Council, UOS of Sassari, Sassari, Italy
  • Department of Psychology, University of Edinburgh, Edinburgh, UK
  • Health Economics Research Centre, University of Oxford, Oxford, UK
  • 23andMe, Inc., Mountain View, California, USA
  • Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
  • Centre for Bone and Arthritis Research, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
  • Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
  • Center for Economic and Social Research, University of Southern California, Los Angeles, California, USA
  • Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
  • Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
  • Institute of Epidemiology II, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany
  • Division of Research, Cardiovascular and Metabolic Conditions Section, Kaiser Permanente Northern California, Oakland, California, USA
  • Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, California, USA
  • MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
  • Department of Epidemiology, Indiana University Richard M. Fairbanks School of Public Health, Indianapolis, Indiana, USA
  • Institute of Medical Informatics, Statistics and Documentation, Medical University of Graz, Graz, Austria
  • William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
  • Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
  • Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
  • Department of Ophthalmology and Westmead Institute for Medical Research, Centre for Vision Research, University of Sydney, Westmead, New South Wales, Australia
  • Institute of Medical Epidemiology, Biostatistics and Informatics, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
  • Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
  • Translational Immunology Laboratory, VIB, Leuven, Belgium
  • University of Lille, CNRS, Institut Pasteur of Lille, Lille, France
  • Folkhälsan Research Centre, Helsinki, Finland
  • Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
  • Psychiatric Genetics, QIMR Berghofer Medical Research Institute, Herston Brisbane, Queensland, Australia
  • Max Planck Institute for Human Development and Department of Vertebrate Genomics, Center for Lifespan Psychology, Max Planck Institute for Molecular Genetics, Berlin, Germany
  • Department of Psychology, Minnesota Center for Twin and Family Research, University of Minnesota, Minneapolis, Minnesota, USA
  • EMGO+ Institute for Health and Care Research, Amsterdam, the Netherlands
  • School of Social and Community Medicine, University of Bristol, Bristol, UK
  • Complex Trait Genetics, VU University, Amsterdam, the Netherlands
  • Estonian Genome Center, University of Tartu, Tartu, Estonia
  • Department of Psychology, University of Minnesota, Minneapolis, Minnesota, USA
  • Department of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
  • Department of Genetics and Bioinformatics, Area of Health Data and Digitalization, Institute of Public Health, Oslo, Norway
  • Laboratory of Neurogenetics, National Institute on Aging, US National Institutes of Health, Bethesda, Maryland, USA
  • Institute of Genetics and Biophysics 'A. Buzzati-Traverso', CNR, Naples, Italy
  • Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, Athens, Greece
  • Dipartimento di Scienze Biomediche, Università di Sassari, Sassari, Italy
  • Radcliffe Department of Medicine, Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, UK
  • Rush University Medical Center, Chicago, Illinois, USA
  • Connors Center for Women's Health and Gender Biology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
  • Institute for Maternal and Child Health, IRCCS 'Burlo Garofolo', Trieste, Italy
  • Swiss Institute of Bioinformatics, Lausanne, Switzerland
  • Institute of Molecular Biology and Biochemistry, Centre for Molecular Medicine, Medical University of Graz, Graz, Austria
  • Department of Medicine, University of Leipzig, Leipzig, Germany
  • Department of Public Health, University of Helsinki, Helsinki, Finland
  • Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
  • Centre for Neurogenetics and Statistical Genomics, University of Queensland, Brisbane, Queensland, Australia
  • Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
  • Data Coordinating Center, New York State Psychiatric Institute, New York, New York, USA
  • Department of Medicine, Institute for Aging Research and the Diabetes Research Center, Albert Einstein College of Medicine, Bronx, New York, USA
  • Institute of Molecular Genetics, National Research Council of Italy, Pavia, Italy
  • IRCCS Neuromed, Pozzilli, Isernia, Italy
  • MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
  • Princess Al-Jawhara Al-Brahim Centre of Excellence in Research of Hereditary Disorders (PACER-HD), King Abdulaziz University, Jeddah, Saudi Arabia
  • Vasa Central Hospital, Vasa, Finland
  • Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, Michigan, USA
  • Division of Experimental Genetics, Sidra, Doha, Qatar
  • Department of Psychiatry, University Medicine Greifswald, Greifswald, Germany
  • Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
  • Econometric Institute, Erasmus School of Economics, Erasmus University Rotterdam, Rotterdam, the Netherlands
  • Laboratory of Epidemiology and Population Sciences, National Institute on Aging, Bethesda, Maryland, USA
  • Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
  • Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, Greifswald, Germany
  • Hunter Medical Research Institute, Newcastle, New South Wales, Australia
  • South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia
  • Department of Obstetrics and Gynecology, Institute of Clinical Sciences, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden
  • Department of Economics, Stockholm School of Economics, Stockholm, Sweden
  • Department of Clinical Physiology, University of Tampere and Tampere University Hospital, Tampere, Finland
  • Department of Obstetrics and Gynecology, MRC Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
  • Institute of Cardiovascular Sciences, University of Manchester, Manchester, UK
  • Department of Public Health, Faculty of Medicine, University of Split, Split, Croatia
  • Health Monitoring Unit, National Institute for Health and Welfare, Helsinki, Finland
  • IFB Adiposity Diseases, University of Leipzig, Leipzig, Germany
  • Division of Genetic Epidemiology, Medical University of Innsbruck, Innsbruck, Austria
  • Institute of Social and Preventive Medicine, Lausanne University Hospital (CHUV), Lausanne, Switzerland
  • Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
  • Istituto di Ricerca Genetica e Biomedica, CMR, Cittadella Universitaria di Monserrato, Monserrato, Cagliari, Italy
  • Department of Clinical Chemistry, Fimlab Laboratories and School of Medicine, University of Tampere, Tampere, Finland
  • Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
  • Strangeways Research Laboratory, University of Cambridge, Cambridge, UK
  • Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
  • Department of Chronic Disease Prevention, National Institute for Health and Welfare, Helsinki, Finland
  • UKK Institute for Health Promotion, Tampere, Finland
  • Danish Aging Research Center and Danish Twin Registry, Institute of Public Health, University of Southern Denmark, Odense, Denmark
  • MONICA/KORA Myocardial Infarction Registry, Central Hospital of Augsburg, Augsburg, Germany
  • Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia
  • Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
  • Department of BESC, Epidemiology Section, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
  • Department of Clinical Research, Research Unit for Gynecology and Obstetrics, University of Southern Denmark, Odense, Denmark
  • Department of Clinical Epidemiology, Aarhus University, Aarhus, Denmark
  • Population, Policy and Practice, UCL Institute of Child Health, London, UK
  • Medical Genetics Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
  • Institute of Behavioral Sciences, University of Helsinki, Helsinki, Finland
  • University of Turku and Department of Clinical Physiology and Nuclear Medicine, Research Centre of Applied and Preventive Cardiovascular Medicine, Turku University Hospital, Turku, Finland
  • Department of Psychiatry, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
  • Department of Health, National Institute for Health and Welfare, Helsinki, Finland
  • Laboratory of Genetics, National Institute on Aging, Baltimore, Maryland, USA
  • Clinical Division of Neurogeriatrics, Department of Neurology, Medical University of Graz, Graz, Austria
  • Departments of Epidemiology and Psychiatry, Columbia University Medical Center, New York, New York, USA
  • Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh, UK
  • Institute of Medical Informatics, Biometry and Epidemiology, Chair of Genetic Epidemiology, Ludwig Maximilians Universität, Munich, Germany
  • Faculty of Medicine, University of Iceland, Reykjavik, Iceland
  • Montpellier Business School, Montpellier, France
  • Department of Medicine, University of Turku and Division of Medicine, Turku University Hospital, Turku, Finland
  • Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
  • Department of Internal Medicine, Lausanne University Hospital (CHUV), Lausanne, Switzerland
  • German Socio-Economic Panel Study (SOEP), Max Planck Institute for Human Development and Berlin University of Technology (TUB), Berlin, Germany
  • Nuffield Department of Obstetrics and Gynaecology, Endometriosis CaRe Centre, University of Oxford, Oxford, UK
  • National Bureau of Economic Research, Cambridge, Massachusetts, USA
  • Research Institute for Industrial Economics, Stockholm, Sweden
  • Department of Medical Sciences, Molecular Epidemiology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1038/ng.3698

    DOI

    http://dx.doi.org/10.1038/ng.3698

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1029709383

    PUBMED

    https://www.ncbi.nlm.nih.gov/pubmed/27798627


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