TY - JOUR
T1 - Robust inference and correlates from genetic associations with personality
AU - Estonian Biobank Research Team
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 - Liao, Wangjingyi
AU - Ackerman, Lindsay S
AU - Fealy, Josephine C M
AU - Hemani, Gibran
AU - de la Fuente, Javier
AU - Gupta, Priya
AU - Stein, Murray B
AU - Gelernter, Joel
AU - Levey, Daniel F
AU - Võsa, Urmo
AU - Ausmees, Liisi
AU - Realo, Anu
AU - Vaht, Mariliis
AU - Allik, Jüri
AU - Esko, Tõnu
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
AU - Deary, Ian J
AU - Hill, W David
AU - Rimfeld, Kaili
PY - 2026/9/2
Y1 - 2026/9/2
N2 - Personality traits describe stable differences in how individuals think, feel, and behave and how they interact with and experience their social and physical environments. We assemble data from 46 cohorts including 611K-1.14M 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 51K participants for within-family GWAS. We identify 1,257 lead genetic variants associated with personality, including 823 novel variants. Common genetic variants explain 4.8%-9.3% of the variance in each trait, and 10.5%-16.2% accounting for measurement unreliability. Genetic effects on personality are highly consistent across geography, reporter (self vs. close other), age group, and measurement instrument, and we find minimal spousal assortment for personality in recent history. In stark contrast to many other social and behavioral traits, within-family GWAS and polygenic index analyses indicate little to no shared environmental confounding in genetic associations with personality. Polygenic prediction, genetic correlation, and Mendelian randomization analyses indicate that personality genetics have widespread, potentially causal associations with a wide range of consequential behaviors and life outcomes. The genetic architecture of personality is robust and fundamental to being a human.
AB - Personality traits describe stable differences in how individuals think, feel, and behave and how they interact with and experience their social and physical environments. We assemble data from 46 cohorts including 611K-1.14M 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 51K participants for within-family GWAS. We identify 1,257 lead genetic variants associated with personality, including 823 novel variants. Common genetic variants explain 4.8%-9.3% of the variance in each trait, and 10.5%-16.2% accounting for measurement unreliability. Genetic effects on personality are highly consistent across geography, reporter (self vs. close other), age group, and measurement instrument, and we find minimal spousal assortment for personality in recent history. In stark contrast to many other social and behavioral traits, within-family GWAS and polygenic index analyses indicate little to no shared environmental confounding in genetic associations with personality. Polygenic prediction, genetic correlation, and Mendelian randomization analyses indicate that personality genetics have widespread, potentially causal associations with a wide range of consequential behaviors and life outcomes. The genetic architecture of personality is robust and fundamental to being a human.
U2 - 10.1101/2025.05.16.648988
DO - 10.1101/2025.05.16.648988
M3 - Article
C2 - 40475535
SN - 0028-0836
JO - Nature
JF - Nature
ER -