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Meta-analysis of Genome-Wide Association Studies for Extraversion: Findings from the Genetics of Personality Consortium
Extraversion is a relatively stable and heritable personality trait associated with numerous psychosocial, lifestyle and health outcomes. Despite its substantial heritability, no genetic variants have been detected in previous genome-wide association (GWA) studies, which may be due to relatively sma...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4751159/ https://www.ncbi.nlm.nih.gov/pubmed/26362575 http://dx.doi.org/10.1007/s10519-015-9735-5 |
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author | van den Berg, Stéphanie M. de Moor, Marleen H. M. Verweij, Karin J. H. Krueger, Robert F. Luciano, Michelle Arias Vasquez, Alejandro Matteson, Lindsay K. Derringer, Jaime Esko, Tõnu Amin, Najaf Gordon, Scott D. Hansell, Narelle K. Hart, Amy B. Seppälä, Ilkka Huffman, Jennifer E. Konte, Bettina Lahti, Jari Lee, Minyoung Miller, Mike Nutile, Teresa Tanaka, Toshiko Teumer, Alexander Viktorin, Alexander Wedenoja, Juho Abdellaoui, Abdel Abecasis, Goncalo R. Adkins, Daniel E. Agrawal, Arpana Allik, Jüri Appel, Katja Bigdeli, Timothy B. Busonero, Fabio Campbell, Harry Costa, Paul T. Smith, George Davey Davies, Gail de Wit, Harriet Ding, Jun Engelhardt, Barbara E. Eriksson, Johan G. Fedko, Iryna O. Ferrucci, Luigi Franke, Barbara Giegling, Ina Grucza, Richard Hartmann, Annette M. Heath, Andrew C. Heinonen, Kati Henders, Anjali K. Homuth, Georg Hottenga, Jouke-Jan Iacono, William G. Janzing, Joost Jokela, Markus Karlsson, Robert Kemp, John P. Kirkpatrick, Matthew G. Latvala, Antti Lehtimäki, Terho Liewald, David C. Madden, Pamela A. F. Magri, Chiara Magnusson, Patrik K. E. Marten, Jonathan Maschio, Andrea Mbarek, Hamdi Medland, Sarah E. Mihailov, Evelin Milaneschi, Yuri Montgomery, Grant W. Nauck, Matthias Nivard, Michel G. Ouwens, Klaasjan G. Palotie, Aarno Pettersson, Erik Polasek, Ozren Qian, Yong Pulkki-Råback, Laura Raitakari, Olli T. Realo, Anu Rose, Richard J. Ruggiero, Daniela Schmidt, Carsten O. Slutske, Wendy S. Sorice, Rossella Starr, John M. St Pourcain, Beate Sutin, Angelina R. Timpson, Nicholas J. Trochet, Holly Vermeulen, Sita Vuoksimaa, Eero Widen, Elisabeth Wouda, Jasper Wright, Margaret J. Zgaga, Lina Porteous, David Minelli, Alessandra Palmer, Abraham A. Rujescu, Dan Ciullo, Marina Hayward, Caroline Rudan, Igor Metspalu, Andres Kaprio, Jaakko Deary, Ian J. Räikkönen, Katri Wilson, James F. Keltikangas-Järvinen, Liisa Bierut, Laura J. Hettema, John M. Grabe, Hans J. Penninx, Brenda W. J. H. van Duijn, Cornelia M. Evans, David M. Schlessinger, David Pedersen, Nancy L. Terracciano, Antonio McGue, Matt Martin, Nicholas G. Boomsma, Dorret I. |
author_facet | van den Berg, Stéphanie M. de Moor, Marleen H. M. Verweij, Karin J. H. Krueger, Robert F. Luciano, Michelle Arias Vasquez, Alejandro Matteson, Lindsay K. Derringer, Jaime Esko, Tõnu Amin, Najaf Gordon, Scott D. Hansell, Narelle K. Hart, Amy B. Seppälä, Ilkka Huffman, Jennifer E. Konte, Bettina Lahti, Jari Lee, Minyoung Miller, Mike Nutile, Teresa Tanaka, Toshiko Teumer, Alexander Viktorin, Alexander Wedenoja, Juho Abdellaoui, Abdel Abecasis, Goncalo R. Adkins, Daniel E. Agrawal, Arpana Allik, Jüri Appel, Katja Bigdeli, Timothy B. Busonero, Fabio Campbell, Harry Costa, Paul T. Smith, George Davey Davies, Gail de Wit, Harriet Ding, Jun Engelhardt, Barbara E. Eriksson, Johan G. Fedko, Iryna O. Ferrucci, Luigi Franke, Barbara Giegling, Ina Grucza, Richard Hartmann, Annette M. Heath, Andrew C. Heinonen, Kati Henders, Anjali K. Homuth, Georg Hottenga, Jouke-Jan Iacono, William G. Janzing, Joost Jokela, Markus Karlsson, Robert Kemp, John P. Kirkpatrick, Matthew G. Latvala, Antti Lehtimäki, Terho Liewald, David C. Madden, Pamela A. F. Magri, Chiara Magnusson, Patrik K. E. Marten, Jonathan Maschio, Andrea Mbarek, Hamdi Medland, Sarah E. Mihailov, Evelin Milaneschi, Yuri Montgomery, Grant W. Nauck, Matthias Nivard, Michel G. Ouwens, Klaasjan G. Palotie, Aarno Pettersson, Erik Polasek, Ozren Qian, Yong Pulkki-Råback, Laura Raitakari, Olli T. Realo, Anu Rose, Richard J. Ruggiero, Daniela Schmidt, Carsten O. Slutske, Wendy S. Sorice, Rossella Starr, John M. St Pourcain, Beate Sutin, Angelina R. Timpson, Nicholas J. Trochet, Holly Vermeulen, Sita Vuoksimaa, Eero Widen, Elisabeth Wouda, Jasper Wright, Margaret J. Zgaga, Lina Porteous, David Minelli, Alessandra Palmer, Abraham A. Rujescu, Dan Ciullo, Marina Hayward, Caroline Rudan, Igor Metspalu, Andres Kaprio, Jaakko Deary, Ian J. Räikkönen, Katri Wilson, James F. Keltikangas-Järvinen, Liisa Bierut, Laura J. Hettema, John M. Grabe, Hans J. Penninx, Brenda W. J. H. van Duijn, Cornelia M. Evans, David M. Schlessinger, David Pedersen, Nancy L. Terracciano, Antonio McGue, Matt Martin, Nicholas G. Boomsma, Dorret I. |
author_sort | van den Berg, Stéphanie M. |
collection | PubMed |
description | Extraversion is a relatively stable and heritable personality trait associated with numerous psychosocial, lifestyle and health outcomes. Despite its substantial heritability, no genetic variants have been detected in previous genome-wide association (GWA) studies, which may be due to relatively small sample sizes of those studies. Here, we report on a large meta-analysis of GWA studies for extraversion in 63,030 subjects in 29 cohorts. Extraversion item data from multiple personality inventories were harmonized across inventories and cohorts. No genome-wide significant associations were found at the single nucleotide polymorphism (SNP) level but there was one significant hit at the gene level for a long non-coding RNA site (LOC101928162). Genome-wide complex trait analysis in two large cohorts showed that the additive variance explained by common SNPs was not significantly different from zero, but polygenic risk scores, weighted using linkage information, significantly predicted extraversion scores in an independent cohort. These results show that extraversion is a highly polygenic personality trait, with an architecture possibly different from other complex human traits, including other personality traits. Future studies are required to further determine which genetic variants, by what modes of gene action, constitute the heritable nature of extraversion. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s10519-015-9735-5) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4751159 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-47511592016-02-22 Meta-analysis of Genome-Wide Association Studies for Extraversion: Findings from the Genetics of Personality Consortium van den Berg, Stéphanie M. de Moor, Marleen H. M. Verweij, Karin J. H. Krueger, Robert F. Luciano, Michelle Arias Vasquez, Alejandro Matteson, Lindsay K. Derringer, Jaime Esko, Tõnu Amin, Najaf Gordon, Scott D. Hansell, Narelle K. Hart, Amy B. Seppälä, Ilkka Huffman, Jennifer E. Konte, Bettina Lahti, Jari Lee, Minyoung Miller, Mike Nutile, Teresa Tanaka, Toshiko Teumer, Alexander Viktorin, Alexander Wedenoja, Juho Abdellaoui, Abdel Abecasis, Goncalo R. Adkins, Daniel E. Agrawal, Arpana Allik, Jüri Appel, Katja Bigdeli, Timothy B. Busonero, Fabio Campbell, Harry Costa, Paul T. Smith, George Davey Davies, Gail de Wit, Harriet Ding, Jun Engelhardt, Barbara E. Eriksson, Johan G. Fedko, Iryna O. Ferrucci, Luigi Franke, Barbara Giegling, Ina Grucza, Richard Hartmann, Annette M. Heath, Andrew C. Heinonen, Kati Henders, Anjali K. Homuth, Georg Hottenga, Jouke-Jan Iacono, William G. Janzing, Joost Jokela, Markus Karlsson, Robert Kemp, John P. Kirkpatrick, Matthew G. Latvala, Antti Lehtimäki, Terho Liewald, David C. Madden, Pamela A. F. Magri, Chiara Magnusson, Patrik K. E. Marten, Jonathan Maschio, Andrea Mbarek, Hamdi Medland, Sarah E. Mihailov, Evelin Milaneschi, Yuri Montgomery, Grant W. Nauck, Matthias Nivard, Michel G. Ouwens, Klaasjan G. Palotie, Aarno Pettersson, Erik Polasek, Ozren Qian, Yong Pulkki-Råback, Laura Raitakari, Olli T. Realo, Anu Rose, Richard J. Ruggiero, Daniela Schmidt, Carsten O. Slutske, Wendy S. Sorice, Rossella Starr, John M. St Pourcain, Beate Sutin, Angelina R. Timpson, Nicholas J. Trochet, Holly Vermeulen, Sita Vuoksimaa, Eero Widen, Elisabeth Wouda, Jasper Wright, Margaret J. Zgaga, Lina Porteous, David Minelli, Alessandra Palmer, Abraham A. Rujescu, Dan Ciullo, Marina Hayward, Caroline Rudan, Igor Metspalu, Andres Kaprio, Jaakko Deary, Ian J. Räikkönen, Katri Wilson, James F. Keltikangas-Järvinen, Liisa Bierut, Laura J. Hettema, John M. Grabe, Hans J. Penninx, Brenda W. J. H. van Duijn, Cornelia M. Evans, David M. Schlessinger, David Pedersen, Nancy L. Terracciano, Antonio McGue, Matt Martin, Nicholas G. Boomsma, Dorret I. Behav Genet Original Research Extraversion is a relatively stable and heritable personality trait associated with numerous psychosocial, lifestyle and health outcomes. Despite its substantial heritability, no genetic variants have been detected in previous genome-wide association (GWA) studies, which may be due to relatively small sample sizes of those studies. Here, we report on a large meta-analysis of GWA studies for extraversion in 63,030 subjects in 29 cohorts. Extraversion item data from multiple personality inventories were harmonized across inventories and cohorts. No genome-wide significant associations were found at the single nucleotide polymorphism (SNP) level but there was one significant hit at the gene level for a long non-coding RNA site (LOC101928162). Genome-wide complex trait analysis in two large cohorts showed that the additive variance explained by common SNPs was not significantly different from zero, but polygenic risk scores, weighted using linkage information, significantly predicted extraversion scores in an independent cohort. These results show that extraversion is a highly polygenic personality trait, with an architecture possibly different from other complex human traits, including other personality traits. Future studies are required to further determine which genetic variants, by what modes of gene action, constitute the heritable nature of extraversion. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s10519-015-9735-5) contains supplementary material, which is available to authorized users. Springer US 2015-09-11 2016 /pmc/articles/PMC4751159/ /pubmed/26362575 http://dx.doi.org/10.1007/s10519-015-9735-5 Text en © The Author(s) 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Original Research van den Berg, Stéphanie M. de Moor, Marleen H. M. Verweij, Karin J. H. Krueger, Robert F. Luciano, Michelle Arias Vasquez, Alejandro Matteson, Lindsay K. Derringer, Jaime Esko, Tõnu Amin, Najaf Gordon, Scott D. Hansell, Narelle K. Hart, Amy B. Seppälä, Ilkka Huffman, Jennifer E. Konte, Bettina Lahti, Jari Lee, Minyoung Miller, Mike Nutile, Teresa Tanaka, Toshiko Teumer, Alexander Viktorin, Alexander Wedenoja, Juho Abdellaoui, Abdel Abecasis, Goncalo R. Adkins, Daniel E. Agrawal, Arpana Allik, Jüri Appel, Katja Bigdeli, Timothy B. Busonero, Fabio Campbell, Harry Costa, Paul T. Smith, George Davey Davies, Gail de Wit, Harriet Ding, Jun Engelhardt, Barbara E. Eriksson, Johan G. Fedko, Iryna O. Ferrucci, Luigi Franke, Barbara Giegling, Ina Grucza, Richard Hartmann, Annette M. Heath, Andrew C. Heinonen, Kati Henders, Anjali K. Homuth, Georg Hottenga, Jouke-Jan Iacono, William G. Janzing, Joost Jokela, Markus Karlsson, Robert Kemp, John P. Kirkpatrick, Matthew G. Latvala, Antti Lehtimäki, Terho Liewald, David C. Madden, Pamela A. F. Magri, Chiara Magnusson, Patrik K. E. Marten, Jonathan Maschio, Andrea Mbarek, Hamdi Medland, Sarah E. Mihailov, Evelin Milaneschi, Yuri Montgomery, Grant W. Nauck, Matthias Nivard, Michel G. Ouwens, Klaasjan G. Palotie, Aarno Pettersson, Erik Polasek, Ozren Qian, Yong Pulkki-Råback, Laura Raitakari, Olli T. Realo, Anu Rose, Richard J. Ruggiero, Daniela Schmidt, Carsten O. Slutske, Wendy S. Sorice, Rossella Starr, John M. St Pourcain, Beate Sutin, Angelina R. Timpson, Nicholas J. Trochet, Holly Vermeulen, Sita Vuoksimaa, Eero Widen, Elisabeth Wouda, Jasper Wright, Margaret J. Zgaga, Lina Porteous, David Minelli, Alessandra Palmer, Abraham A. Rujescu, Dan Ciullo, Marina Hayward, Caroline Rudan, Igor Metspalu, Andres Kaprio, Jaakko Deary, Ian J. Räikkönen, Katri Wilson, James F. Keltikangas-Järvinen, Liisa Bierut, Laura J. Hettema, John M. Grabe, Hans J. Penninx, Brenda W. J. H. van Duijn, Cornelia M. Evans, David M. Schlessinger, David Pedersen, Nancy L. Terracciano, Antonio McGue, Matt Martin, Nicholas G. Boomsma, Dorret I. Meta-analysis of Genome-Wide Association Studies for Extraversion: Findings from the Genetics of Personality Consortium |
title | Meta-analysis of Genome-Wide Association Studies for Extraversion: Findings from the Genetics of Personality Consortium |
title_full | Meta-analysis of Genome-Wide Association Studies for Extraversion: Findings from the Genetics of Personality Consortium |
title_fullStr | Meta-analysis of Genome-Wide Association Studies for Extraversion: Findings from the Genetics of Personality Consortium |
title_full_unstemmed | Meta-analysis of Genome-Wide Association Studies for Extraversion: Findings from the Genetics of Personality Consortium |
title_short | Meta-analysis of Genome-Wide Association Studies for Extraversion: Findings from the Genetics of Personality Consortium |
title_sort | meta-analysis of genome-wide association studies for extraversion: findings from the genetics of personality consortium |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4751159/ https://www.ncbi.nlm.nih.gov/pubmed/26362575 http://dx.doi.org/10.1007/s10519-015-9735-5 |
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metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium AT grabehansj metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium AT penninxbrendawjh metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium AT vanduijncorneliam metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium AT evansdavidm metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium AT schlessingerdavid metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium AT pedersennancyl metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium AT terraccianoantonio metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium AT mcguematt metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium AT martinnicholasg metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium AT boomsmadorreti metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium |