Genome-wide association study

Radiology

Phenotype

Genetic variation

Biology

Gene

Biobank

Genotype

Magnetic resonance imaging

Genetic association

Single-nucleotide polymorphism

Pleiotropy

Human genetics

Brain size

Genetics

Medicine

Quantitative trait locus

Locus (genetics)

Genetic architecture

Nature Genetics

Volumetric variations of the human brain are heritable and are associated with many brain-related complex traits. Here we performed genome-wide association studies (GWAS) of 101 brain volumetric phenotypes using the UK Biobank sample including 19,629 participants. GWAS identified 365 independent genetic variants exceeding a significance threshold of 4.9 × 10−10, adjusted for testing multiple phenotypes. A gene-based association study found 157 associated genes (124 new), and functional gene mapping analysis linked 146 additional genes. Many of the discovered genetic variants and genes have previously been implicated in cognitive and mental health traits. Through genome-wide polygenic-risk-score prediction, more than 6% of the phenotypic variance (P = 3.13 × 10−24) in four other independent studies could be explained by the UK Biobank GWAS results. In conclusion, our study identifies many new genetic associations at the variant, locus and gene levels and advances our understanding of the pleiotropy and genetic co-architecture between brain volumes and other traits. Genome-wide analyses in 19,629 individuals identify 365 independent variants associated with brain volumetric phenotypes. The study provides insight into the overlapping genetic architecture of brain volume measures and cognitive and mental health traits.

Genome-wide association analysis of 19,629 individuals identifies variants influencing regional brain volumes and refines their genetic co-architecture with cognitive and mental health traits