TY - JOUR
T1 - Robust inference and correlates from genetic associations with personality
AU - Estonian Biobank Research Team
AU - COGA Collaborators
AU - The Spit for Science Working Group
AU - Schwaba, Ted
AU - Clapp Sullivan, Margaret L.
AU - Akingbuwa, Wonuola A.
AU - Ilves, Kerli
AU - Tanksley, Peter T.
AU - Williams, Camille M.
AU - Dragostinov, Yavor
AU - Mallard, Travis T.
AU - Tubbs, Justin D.
AU - Liao, Wangjingyi
AU - Ackerman, Lindsay S.
AU - Fealy, Josephine C.M.
AU - Hemani, Gibran
AU - de la Fuente, Javier
AU - Smith, George Davey
AU - Gupta, Priya
AU - Stein, Murray B.
AU - Gelernter, Joel
AU - Levey, Daniel F.
AU - Võsa, Urmo
AU - Ausmees, Liisi
AU - Realo, Anu
AU - Esko, Tõnu
AU - Vaht, Mariliis
AU - Allik, Jüri
AU - Mõttus, René
AU - Vainik, Uku
AU - Jonsdottir, Gudrun A.
AU - Thorleifsson, Gudmar
AU - Gunnarsson, Árni Freyr
AU - Bjornsdottir, Gyda
AU - Thorgeirsson, Thorgeir E.
AU - Stefansson, Hreinn
AU - Stefansson, Kari
AU - Cheesman, Rosa
AU - Qin, Qi
AU - Corfield, Elizabeth C.
AU - Ask, Helga
AU - Torvik, Fartein Ask
AU - Ystrom, Eivind
AU - Tesli, Martin
AU - Boomsma, Dorret I.
AU - de Geus, Eco J.C.
AU - Hottenga, Jouke Jan
AU - Melo, Dener Cardoso
AU - Snieder, Harold
AU - Hartman, Catharina A.
AU - Xia, Charley
AU - Campbell, Archie
AU - Luciano, Michelle
N1 - Publisher Copyright:
© The Author(s) 2026.
PY - 2026/9
Y1 - 2026/9
N2 - Personality traits describe stable differences in how people think, feel and behave, and how they interact with and experience their social and physical environments1,2. Many questions remain unanswered about associations between DNA and personality traits, such as their robustness, their generalizability and the biological and social pathways through which they act. Here we meta-analyse data across 46 cohorts comprising 611,037 to 1.14 million participants with European-like and African-like genomes for genome-wide association studies (GWAS) of the Big Five personality traits (extraversion, agreeableness, conscientiousness, neuroticism and openness to experience), and data from up to 50,725 participants for within-family GWAS. We identify 1,260 lead genetic variants associated with personality, including 824 novel variants3. Common genetic variants explain a moderate 4.8–9.3% of the variance in measures of each trait, and 9.3–13.3% among instruments with typical measurement reliability. Genetic associations with personality are highly consistent but not identical across geography, reporter (self versus close other), age group and measurement instrument, and we find minimal spousal assortment for personality in recent history. In contrast to many other social and behavioural traits4,5, within-family GWAS and polygenic index analyses indicate that genetic associations with personality are minimally confounded by the shared family environment. Polygenic prediction, genetic correlation and Mendelian randomization analyses indicate that personality traits have widespread, potentially causal associations with consequential behaviours and life outcomes. Overall, we find that the genetic architecture of personality is robustly generalizable, minimally confounded and widely relevant to human experience.
AB - Personality traits describe stable differences in how people think, feel and behave, and how they interact with and experience their social and physical environments1,2. Many questions remain unanswered about associations between DNA and personality traits, such as their robustness, their generalizability and the biological and social pathways through which they act. Here we meta-analyse data across 46 cohorts comprising 611,037 to 1.14 million participants with European-like and African-like genomes for genome-wide association studies (GWAS) of the Big Five personality traits (extraversion, agreeableness, conscientiousness, neuroticism and openness to experience), and data from up to 50,725 participants for within-family GWAS. We identify 1,260 lead genetic variants associated with personality, including 824 novel variants3. Common genetic variants explain a moderate 4.8–9.3% of the variance in measures of each trait, and 9.3–13.3% among instruments with typical measurement reliability. Genetic associations with personality are highly consistent but not identical across geography, reporter (self versus close other), age group and measurement instrument, and we find minimal spousal assortment for personality in recent history. In contrast to many other social and behavioural traits4,5, within-family GWAS and polygenic index analyses indicate that genetic associations with personality are minimally confounded by the shared family environment. Polygenic prediction, genetic correlation and Mendelian randomization analyses indicate that personality traits have widespread, potentially causal associations with consequential behaviours and life outcomes. Overall, we find that the genetic architecture of personality is robustly generalizable, minimally confounded and widely relevant to human experience.
UR - https://www.scopus.com/pages/publications/105050752169
U2 - 10.1038/s41586-026-10992-9
DO - 10.1038/s41586-026-10992-9
M3 - Article
C2 - 42686911
AN - SCOPUS:105050752169
SN - 0028-0836
JO - Nature
JF - Nature
ER -