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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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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2015
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.
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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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AT mbarekhamdi metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT medlandsarahe metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT mihailovevelin metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT milaneschiyuri metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT montgomerygrantw metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT nauckmatthias metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT nivardmichelg metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT ouwensklaasjang metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT palotieaarno metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT petterssonerik metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT polasekozren metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT qianyong metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT pulkkirabacklaura metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT raitakariollit metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT realoanu metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT roserichardj metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT ruggierodaniela metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT schmidtcarsteno metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT slutskewendys metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT soricerossella metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT starrjohnm metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT stpourcainbeate metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT sutinangelinar metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT timpsonnicholasj metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT trochetholly metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT vermeulensita metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT vuoksimaaeero metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT widenelisabeth metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT woudajasper metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT wrightmargaretj metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT zgagalina metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT porteousdavid metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT minellialessandra metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT palmerabrahama metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT rujescudan metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT ciullomarina metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT haywardcaroline metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT rudanigor metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT metspaluandres metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT kapriojaakko metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT dearyianj metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT raikkonenkatri metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT wilsonjamesf metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT keltikangasjarvinenliisa metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT bierutlauraj metaanalysisofgenomewideassociationstudiesforextraversionfindingsfromthegeneticsofpersonalityconsortium
AT hettemajohnm 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