Robust inference and correlates from genetic associations with personality, 2026, Schwaba et al

Ravn

Senior Member (Voting Rights)
Abstract

Personality traits describe stable differences in how people think, feel and behave, and how they interact with and experience their social and physical environments. 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 traits, 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.

Open access
 
Big GWAS paper. Haven't read it but someone pointed me to this section, bolding mine
Genetic correlations between personality traits and survey behaviour in the UK Biobank indicated links between personality and research participation (Fig. 3). In particular, genetic variants associated with openness to experience and agreeableness were also associated with completing optional questionnaires (mean rg = 0.22 and 0.11, respectively), whereas genetic variants associated with neuroticism were associated with fewer questionnaire responses (rg = −0.23) and more ‘I don’t know’ and ‘prefer no response’ answers (mean rg = 0.32) after beginning a questionnaire. The genetics of personality may therefore have a widespread, underacknowledged influence on sample composition and responses in published research that relies on survey data. In Supplementary Note 5.1, we further describe genetic correlation results from each of these nine outcome clusters.
 
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