Researchers combined genome-wide data from 46 cohorts, covering 611,037 to 1.14 million participants with European-like and African-like genomes. They examined the Big Five personality traits: extraversion, agreeableness, conscientiousness, neuroticism and openness to experience. The analysis identified 1,260 lead genetic variants associated with personality, including 824 novel variants.

The genetic associations were highly consistent across geography, age groups, reporters and measurement instruments, but not identical. Analyses using family data and genetic scores suggested that the associations were minimally confounded by the shared family environment. Other analyses indicated widespread, potentially causal associations between personality traits and consequential behaviours and life outcomes.