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The Molecular Genetic Architecture of Self-Employment

  • Matthijs J.H.M. van der Loos
  • , Cornelius A. Rietveld
  • , Niina Eklund
  • , Philipp D. Koellinger
  • , Fernando Rivadeneira
  • , Gonçalo R. Abecasis
  • , Georgina A. Ankra-Badu
  • , Sebastian E. Baumeister
  • , Daniel J. Benjamin
  • , Reiner Biffar
  • , Stefan Blankenberg
  • , Dorret I. Boomsma
  • , David Cesarini
  • , Francesco Cucca
  • , Eco J.C. de Geus
  • , George Dedoussis
  • , Panos Deloukas
  • , Maria Dimitriou
  • , Gudny Eiriksdottir
  • , Johan Eriksson
  • Christian Gieger, Vilmundur Gudnason, Birgit Höhne, Rolf Holle, Jouke Jan Hottenga, Aaron Isaacs, Marjo Riitta Järvelin, Magnus Johannesson, Marika Kaakinen, Mika Kähönen, Stavroula Kanoni, Maarit A. Laaksonen, Jari Lahti, Lenore J. Launer, Terho Lehtimäki, Marisa Loitfelder, Patrik K.E. Magnusson, Silvia Naitza, Ben A. Oostra, Markus Perola, Katja Petrovic, Lydia Quaye, Olli Raitakari, Samuli Ripatti, Paul Scheet, David Schlessinger, Carsten O. Schmidt, Helena Schmidt, Reinhold Schmidt, Andrea Senft, Albert V. Smith, Timothy D. Spector, Ida Surakka, Rauli Svento, Antonio Terracciano, Emmi Tikkanen, Cornelia M. van Duijn, Jorma Viikari, Henry Völzke, H. Erich Wichmann, Philipp S. Wild, Sara M. Willems, Gonneke Willemsen, Frank J.A. van Rooij, Patrick J.F. Groenen, André G. Uitterlinden, Albert Hofman, A. Roy Thurik
  • Department of Applied Economics
  • Erasmus University Rotterdam
  • Department of Epidemiology
  • FIMM Institute for Molecular Medicine Finland
  • University of Helsinki
  • Department of Chronic Disease Prevention
  • National Institute for Health and Welfare
  • Department of Internal Medicine
  • Department of Biostatistics
  • University of Michigan, Ann Arbor
  • Department of Twin Research and Genetic Epidemiology
  • King's College London
  • Institute for Community Medicine
  • University of Greifswald
  • Department of Economics
  • Cornell University
  • Department of Prosthetic Dentistry, Gerodontology and Biomaterials
  • Department of General and Interventional Cardiology
  • University of Hamburg
  • Department of Biological Psychology
  • Vrije Universiteit Amsterdam
  • Center for Experimental Social Science
  • New York University
  • Istituto di Ricerca Genetica e Biomedica
  • National Research Council of Italy
  • Department of Dietetics-Nutrition
  • Harokopio University
  • Wellcome Trust Sanger Institute
  • Icelandic Heart Association
  • Department of General Practice and Primary Health Care
  • Folkhalsan
  • Unit of General Practice
  • Helsinki University Hospital
  • Vaasa Hospital District
  • Institute of Epidemiology
  • Helmholtz Zentrum München - German Research Center for Environmental Health
  • Department of Medicine
  • University of Iceland
  • Institute of Epidemiology II
  • Institute of Health Economics and Health Care Management
  • Leiden University
  • Institute of Health Sciences and Biocenter Oulu
  • University of Oulu
  • Department of Life Course and Services
  • Department of Epidemiology and Biostatistics
  • Imperial College London
  • Department of Economics
  • Stockholm School of Economics
  • Department of Clinical Physiology
  • Tampere University
  • Population Health Research Unit
  • Institute of Behavioural Sciences
  • Laboratory of Epidemiology
  • National Institutes of Health
  • Department of Clinical Chemistry
  • Clinical Division of Neurogeriatrics
  • Medical University of Graz
  • Department of Medical Epidemiology and Biostatistics
  • Karolinska Institutet
  • Department of Clinical Genetics
  • University of Tartu
  • Department of Clinical Physiology and Nuclear Medicine
  • University of Turku
  • Department of Epidemiology
  • University of Texas MD Anderson Cancer Center
  • University Medical Center Schleswig-Holstein
  • Department of Economics
  • Florida State University
  • Department of Medicine
  • Institute of Epidemiology i
  • Institute of Medical Informatics, Biometry and Epidemiology
  • Ludwig Maximilian University of Munich
  • Center for Thrombosis and Hemostasis
  • Johannes Gutenberg University Mainz
  • Medizinische Klinik und Poliklinik
  • Panteia
  • Montpellier Business School
  • Department of Clinical Chemistry

Research output: Contribution to journal › Article › peer-review

Abstract

Economic variables such as income, education, and occupation are known to affect mortality and morbidity, such as cardiovascular disease, and have also been shown to be partly heritable. However, very little is known about which genes influence economic variables, although these genes may have both a direct and an indirect effect on health. We report results from the first large-scale collaboration that studies the molecular genetic architecture of an economic variable-entrepreneurship-that was operationalized using self-employment, a widely-available proxy. Our results suggest that common SNPs when considered jointly explain about half of the narrow-sense heritability of self-employment estimated in twin data (σg2/σP2 = 25%, h2 = 55%). However, a meta-analysis of genome-wide association studies across sixteen studies comprising 50,627 participants did not identify genome-wide significant SNPs. 58 SNPs with p<10-5 were tested in a replication sample (n = 3,271), but none replicated. Furthermore, a gene-based test shows that none of the genes that were previously suggested in the literature to influence entrepreneurship reveal significant associations. Finally, SNP-based genetic scores that use results from the meta-analysis capture less than 0.2% of the variance in self-employment in an independent sample (p≥0.039). Our results are consistent with a highly polygenic molecular genetic architecture of self-employment, with many genetic variants of small effect. Although self-employment is a multi-faceted, heavily environmentally influenced, and biologically distal trait, our results are similar to those for other genetically complex and biologically more proximate outcomes, such as height, intelligence, personality, and several diseases.

Original languageEnglish
Article numbere60542
JournalPLoS ONE
Volume8
Issue number4
DOIs
Publication statusPublished - 4 Apr 2013
Externally publishedYes

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