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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Published inBehavior genetics Vol. 46; no. 2; pp. 170 - 182
Main Authors van den Berg, Stéphanie M., de Moor, Marleen H. M., Verweij, Karin J. H., Krueger, Robert F., Luciano, Michelle, Arias Vasquez, Alejandro, Derringer, Jaime, Esko, Tõnu, Amin, Najaf, Gordon, Scott D., Hansell, Narelle K., Hart, Amy B., Huffman, Jennifer E., Lahti, Jari, Nutile, Teresa, Teumer, Alexander, Viktorin, Alexander, Wedenoja, Juho, Abecasis, Goncalo R., Allik, Jüri, Appel, Katja, Busonero, Fabio, Campbell, Harry, Costa, Paul T., Smith, George Davey, Davies, Gail, de Wit, Harriet, Ding, Jun, Engelhardt, Barbara E., Fedko, Iryna O., Ferrucci, Luigi, Giegling, Ina, Grucza, Richard, Hartmann, Annette M., Heinonen, Kati, Henders, Anjali K., Homuth, Georg, Hottenga, Jouke-Jan, Iacono, William G., Janzing, Joost, Karlsson, Robert, Kemp, John P., Latvala, Antti, Lehtimäki, Terho, Madden, Pamela A. F., Magnusson, Patrik K. E., Marten, Jonathan, Maschio, Andrea, Mbarek, Hamdi, Medland, Sarah E., Mihailov, Evelin, Milaneschi, Yuri, Montgomery, Grant W., 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, Hayward, Caroline, Rudan, Igor, Metspalu, Andres, Kaprio, Jaakko, Deary, Ian J., Räikkönen, Katri, Keltikangas-Järvinen, Liisa, 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.
Format Journal Article
LanguageEnglish
Published New York Springer US 01.03.2016
Springer Nature B.V
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Abstract 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.
AbstractList 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.
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.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.
Author Sutin, Angelina R.
Konte, Bettina
Räikkönen, Katri
Agrawal, Arpana
Rose, Richard J.
Nutile, Teresa
Fedko, Iryna O.
Mihailov, Evelin
Amin, Najaf
Qian, Yong
Heinonen, Kati
Maschio, Andrea
Minelli, Alessandra
Zgaga, Lina
Pedersen, Nancy L.
Milaneschi, Yuri
Vuoksimaa, Eero
Rudan, Igor
Latvala, Antti
Terracciano, Antonio
Viktorin, Alexander
Smith, George Davey
Boomsma, Dorret I.
Esko, Tõnu
Trochet, Holly
Huffman, Jennifer E.
Kaprio, Jaakko
Gordon, Scott D.
Pulkki-Råback, Laura
Martin, Nicholas G.
Allik, Jüri
Magnusson, Patrik K. E.
Hayward, Caroline
Ruggiero, Daniela
Campbell, Harry
Schmidt, Carsten O.
Hansell, Narelle K.
Jokela, Markus
Davies, Gail
Wedenoja, Juho
Vermeulen, Sita
Pettersson, Erik
Luciano, Michelle
Busonero, Fabio
Magri, Chiara
Eriksson, Johan G.
de Wit, Harriet
Sorice, Rossella
Ferrucci, Luigi
Grucza, Richard
Hartmann, Annette M.
Palotie, Aarno
Hettema, John M.
McGue, Matt
de Moor, Marleen H. M.
Wright, Margaret J.
Heath, Andrew C.
Porteous, David
Bierut, Laura J.
Rujescu, Dan
Slutske, Wendy S.
Palmer, Abraham A.
Engelhardt, Barbara E
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  surname: van Duijn
  fullname: van Duijn, Cornelia M.
  organization: Department of Epidemiology, Erasmus University Medical Center
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  givenname: David M.
  surname: Evans
  fullname: Evans, David M.
  organization: Medical Research Council Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol
– sequence: 117
  givenname: David
  surname: Schlessinger
  fullname: Schlessinger, David
  organization: Laboratory of Genetics, National Institute on Aging, National Institutes of Health
– sequence: 118
  givenname: Nancy L.
  surname: Pedersen
  fullname: Pedersen, Nancy L.
  organization: Department of Medical Epidemiology and Biostatistics, Karolinska Institutet
– sequence: 119
  givenname: Antonio
  surname: Terracciano
  fullname: Terracciano, Antonio
  organization: Folkhälsan Research Center, National Institute on Aging, NIH
– sequence: 120
  givenname: Matt
  surname: McGue
  fullname: McGue, Matt
  organization: Department of Psychology, University of Minnesota, Institute of Public Health, University of Southern Denmark
– sequence: 121
  givenname: Nicholas G.
  surname: Martin
  fullname: Martin, Nicholas G.
  organization: QIMR Berghofer Medical Research Institute
– sequence: 122
  givenname: Dorret I.
  surname: Boomsma
  fullname: Boomsma, Dorret I.
  organization: Department of Biological Psychology, VU University Amsterdam
BackLink https://www.ncbi.nlm.nih.gov/pubmed/26362575$$D View this record in MEDLINE/PubMed
http://kipublications.ki.se/Default.aspx?queryparsed=id:132935165$$DView record from Swedish Publication Index
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Issue 2
Keywords Personality
Common genetic variants
Imputation
Phenotype harmonization
Polygenic risk
Language English
License 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.
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PublicationSubtitle An International Journal Devoted to Research in the Inheritance of Behavior
PublicationTitle Behavior genetics
PublicationTitleAbbrev Behav Genet
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Springer Nature B.V
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ServiceSKVerweijKJLahtiJCongdonEEkelundJHintsanenMRaikkonenKLehtimakiTKahonenMWidenETaanilaAVeijolaJHeathACMaddenPAMontgomeryGWSabattiCJarvelinMRPalotieARaitakariOViikariJMartinNGErikssonJGKeltikangas-JarvinenLWrayNRFreimerNBA genome-wide meta-analysis of association studies of Cloninger’s Temperament ScalesTransl Psychiatry20122e116336525610.1038/tp.2012.3722832960
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References_xml – reference: De MoorMHCostaPTTerraccianoAKruegerRFde GeusEJToshikoTPenninxBWEskoTMaddenPADerringerJAminNWillemsenGHottengaJJDistelMAUdaMSannaSSpinhovenPHartmanCASullivanPRealoAAllikJHeathACPergadiaMLAgrawalALinPGruczaRNutileTCiulloMRujescuDGieglingIKonteBWidenECousminerDLErikssonJGPalotieAPeltonenLLucianoMTenesaADaviesGLopezLMHansellNKMedlandSEFerrucciLSchlessingerDMontgomeryGWWrightMJAulchenkoYSJanssensACOostraBAMetspaluAAbecasisGRDearyIJRaikkonenKBierutLJMartinNGvan DuijnCMBoomsmaDIMeta-analysis of genome-wide association studies for personalityMol Psychiatry2012173337349378512210.1038/mp.2010.12821173776
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SubjectTerms Associations
Behavioral Science and Psychology
Clinical Psychology
Coding
Cohort Studies
Consortia
Epidemiology
Extraversion
Extraversion, Psychological
Gene polymorphism
Genetic diversity
Genetics
Genome-Wide Association Study
Genomes
Health Psychology
Health status
Heritability
Humans
Inventories
Lifestyles
Medicine
Multifactorial Inheritance - genetics
Neurosciences
Non-coding RNA
Original Research
Personality
Personality - genetics
Polygenic inheritance
Polymorphism, Single Nucleotide - genetics
Psychiatry
Psychology
Psychosocial factors
Public Health
Risk Factors
Single-nucleotide polymorphism
Studies
Systematic review
Twins
Variants
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