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The Molecular Genetic Architecture of Self-Employment

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...

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Autores principales: van der Loos, Matthijs J. H. M., Rietveld, Cornelius A., Eklund, Niina, Koellinger, Philipp D., Rivadeneira, Fernando, Abecasis, Gonçalo R., Ankra-Badu, Georgina A., Baumeister, Sebastian E., Benjamin, Daniel J., Biffar, Reiner, Blankenberg, Stefan, Boomsma, Dorret I., Cesarini, David, Cucca, Francesco, de Geus, Eco J. C., Dedoussis, George, Deloukas, Panos, Dimitriou, Maria, Eiriksdottir, Guðny, Eriksson, Johan, Gieger, Christian, Gudnason, Vilmundur, Höhne, Birgit, Holle, Rolf, Hottenga, Jouke-Jan, Isaacs, Aaron, Järvelin, Marjo-Riitta, Johannesson, Magnus, Kaakinen, Marika, Kähönen, Mika, Kanoni, Stavroula, Laaksonen, Maarit A., Lahti, Jari, Launer, Lenore J., Lehtimäki, Terho, Loitfelder, Marisa, Magnusson, Patrik K. E., Naitza, Silvia, Oostra, Ben A., Perola, Markus, Petrovic, Katja, Quaye, Lydia, Raitakari, Olli, Ripatti, Samuli, Scheet, Paul, Schlessinger, David, Schmidt, Carsten O., Schmidt, Helena, Schmidt, Reinhold, Senft, Andrea, Smith, Albert V., Spector, Timothy D., Surakka, Ida, Svento, Rauli, Terracciano, Antonio, Tikkanen, Emmi, van Duijn, Cornelia M., Viikari, Jorma, Völzke, Henry, Wichmann, H. -Erich, Wild, Philipp S., Willems, Sara M., Willemsen, Gonneke, van Rooij, Frank J. A., Groenen, Patrick J. F., Uitterlinden, André G., Hofman, Albert, Thurik, A. Roy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3617140/
https://www.ncbi.nlm.nih.gov/pubmed/23593239
http://dx.doi.org/10.1371/journal.pone.0060542
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author van der Loos, Matthijs J. H. M.
Rietveld, Cornelius A.
Eklund, Niina
Koellinger, Philipp D.
Rivadeneira, Fernando
Abecasis, Gonçalo R.
Ankra-Badu, Georgina A.
Baumeister, Sebastian E.
Benjamin, Daniel J.
Biffar, Reiner
Blankenberg, Stefan
Boomsma, Dorret I.
Cesarini, David
Cucca, Francesco
de Geus, Eco J. C.
Dedoussis, George
Deloukas, Panos
Dimitriou, Maria
Eiriksdottir, Guðny
Eriksson, Johan
Gieger, Christian
Gudnason, Vilmundur
Höhne, Birgit
Holle, Rolf
Hottenga, Jouke-Jan
Isaacs, Aaron
Järvelin, Marjo-Riitta
Johannesson, Magnus
Kaakinen, Marika
Kähönen, Mika
Kanoni, Stavroula
Laaksonen, Maarit A.
Lahti, Jari
Launer, Lenore J.
Lehtimäki, Terho
Loitfelder, Marisa
Magnusson, Patrik K. E.
Naitza, Silvia
Oostra, Ben A.
Perola, Markus
Petrovic, Katja
Quaye, Lydia
Raitakari, Olli
Ripatti, Samuli
Scheet, Paul
Schlessinger, David
Schmidt, Carsten O.
Schmidt, Helena
Schmidt, Reinhold
Senft, Andrea
Smith, Albert V.
Spector, Timothy D.
Surakka, Ida
Svento, Rauli
Terracciano, Antonio
Tikkanen, Emmi
van Duijn, Cornelia M.
Viikari, Jorma
Völzke, Henry
Wichmann, H. -Erich
Wild, Philipp S.
Willems, Sara M.
Willemsen, Gonneke
van Rooij, Frank J. A.
Groenen, Patrick J. F.
Uitterlinden, André G.
Hofman, Albert
Thurik, A. Roy
author_facet van der Loos, Matthijs J. H. M.
Rietveld, Cornelius A.
Eklund, Niina
Koellinger, Philipp D.
Rivadeneira, Fernando
Abecasis, Gonçalo R.
Ankra-Badu, Georgina A.
Baumeister, Sebastian E.
Benjamin, Daniel J.
Biffar, Reiner
Blankenberg, Stefan
Boomsma, Dorret I.
Cesarini, David
Cucca, Francesco
de Geus, Eco J. C.
Dedoussis, George
Deloukas, Panos
Dimitriou, Maria
Eiriksdottir, Guðny
Eriksson, Johan
Gieger, Christian
Gudnason, Vilmundur
Höhne, Birgit
Holle, Rolf
Hottenga, Jouke-Jan
Isaacs, Aaron
Järvelin, Marjo-Riitta
Johannesson, Magnus
Kaakinen, Marika
Kähönen, Mika
Kanoni, Stavroula
Laaksonen, Maarit A.
Lahti, Jari
Launer, Lenore J.
Lehtimäki, Terho
Loitfelder, Marisa
Magnusson, Patrik K. E.
Naitza, Silvia
Oostra, Ben A.
Perola, Markus
Petrovic, Katja
Quaye, Lydia
Raitakari, Olli
Ripatti, Samuli
Scheet, Paul
Schlessinger, David
Schmidt, Carsten O.
Schmidt, Helena
Schmidt, Reinhold
Senft, Andrea
Smith, Albert V.
Spector, Timothy D.
Surakka, Ida
Svento, Rauli
Terracciano, Antonio
Tikkanen, Emmi
van Duijn, Cornelia M.
Viikari, Jorma
Völzke, Henry
Wichmann, H. -Erich
Wild, Philipp S.
Willems, Sara M.
Willemsen, Gonneke
van Rooij, Frank J. A.
Groenen, Patrick J. F.
Uitterlinden, André G.
Hofman, Albert
Thurik, A. Roy
author_sort van der Loos, Matthijs J. H. M.
collection PubMed
description 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 (σ(g) (2)/σ(P) (2) = 25%, h (2) = 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.
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spelling pubmed-36171402013-04-16 The Molecular Genetic Architecture of Self-Employment van der Loos, Matthijs J. H. M. Rietveld, Cornelius A. Eklund, Niina Koellinger, Philipp D. Rivadeneira, Fernando Abecasis, Gonçalo R. Ankra-Badu, Georgina A. Baumeister, Sebastian E. Benjamin, Daniel J. Biffar, Reiner Blankenberg, Stefan Boomsma, Dorret I. Cesarini, David Cucca, Francesco de Geus, Eco J. C. Dedoussis, George Deloukas, Panos Dimitriou, Maria Eiriksdottir, Guðny Eriksson, Johan Gieger, Christian Gudnason, Vilmundur Höhne, Birgit Holle, Rolf Hottenga, Jouke-Jan Isaacs, Aaron Järvelin, Marjo-Riitta Johannesson, Magnus Kaakinen, Marika Kähönen, Mika Kanoni, Stavroula Laaksonen, Maarit A. Lahti, Jari Launer, Lenore J. Lehtimäki, Terho Loitfelder, Marisa Magnusson, Patrik K. E. Naitza, Silvia Oostra, Ben A. Perola, Markus Petrovic, Katja Quaye, Lydia Raitakari, Olli Ripatti, Samuli Scheet, Paul Schlessinger, David Schmidt, Carsten O. Schmidt, Helena Schmidt, Reinhold Senft, Andrea Smith, Albert V. Spector, Timothy D. Surakka, Ida Svento, Rauli Terracciano, Antonio Tikkanen, Emmi van Duijn, Cornelia M. Viikari, Jorma Völzke, Henry Wichmann, H. -Erich Wild, Philipp S. Willems, Sara M. Willemsen, Gonneke van Rooij, Frank J. A. Groenen, Patrick J. F. Uitterlinden, André G. Hofman, Albert Thurik, A. Roy PLoS One Research Article 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 (σ(g) (2)/σ(P) (2) = 25%, h (2) = 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. Public Library of Science 2013-04-04 /pmc/articles/PMC3617140/ /pubmed/23593239 http://dx.doi.org/10.1371/journal.pone.0060542 Text en © 2013 van der Loos et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
van der Loos, Matthijs J. H. M.
Rietveld, Cornelius A.
Eklund, Niina
Koellinger, Philipp D.
Rivadeneira, Fernando
Abecasis, Gonçalo R.
Ankra-Badu, Georgina A.
Baumeister, Sebastian E.
Benjamin, Daniel J.
Biffar, Reiner
Blankenberg, Stefan
Boomsma, Dorret I.
Cesarini, David
Cucca, Francesco
de Geus, Eco J. C.
Dedoussis, George
Deloukas, Panos
Dimitriou, Maria
Eiriksdottir, Guðny
Eriksson, Johan
Gieger, Christian
Gudnason, Vilmundur
Höhne, Birgit
Holle, Rolf
Hottenga, Jouke-Jan
Isaacs, Aaron
Järvelin, Marjo-Riitta
Johannesson, Magnus
Kaakinen, Marika
Kähönen, Mika
Kanoni, Stavroula
Laaksonen, Maarit A.
Lahti, Jari
Launer, Lenore J.
Lehtimäki, Terho
Loitfelder, Marisa
Magnusson, Patrik K. E.
Naitza, Silvia
Oostra, Ben A.
Perola, Markus
Petrovic, Katja
Quaye, Lydia
Raitakari, Olli
Ripatti, Samuli
Scheet, Paul
Schlessinger, David
Schmidt, Carsten O.
Schmidt, Helena
Schmidt, Reinhold
Senft, Andrea
Smith, Albert V.
Spector, Timothy D.
Surakka, Ida
Svento, Rauli
Terracciano, Antonio
Tikkanen, Emmi
van Duijn, Cornelia M.
Viikari, Jorma
Völzke, Henry
Wichmann, H. -Erich
Wild, Philipp S.
Willems, Sara M.
Willemsen, Gonneke
van Rooij, Frank J. A.
Groenen, Patrick J. F.
Uitterlinden, André G.
Hofman, Albert
Thurik, A. Roy
The Molecular Genetic Architecture of Self-Employment
title The Molecular Genetic Architecture of Self-Employment
title_full The Molecular Genetic Architecture of Self-Employment
title_fullStr The Molecular Genetic Architecture of Self-Employment
title_full_unstemmed The Molecular Genetic Architecture of Self-Employment
title_short The Molecular Genetic Architecture of Self-Employment
title_sort molecular genetic architecture of self-employment
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3617140/
https://www.ncbi.nlm.nih.gov/pubmed/23593239
http://dx.doi.org/10.1371/journal.pone.0060542
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