The X chromosome was treated separately in the meta-analysis because imputed genotypes were not available for the X chromosome in the largest cohort (UKB), and there was little overlap between the UKB called genotypes and imputed data from other cohorts (NSNPs < 500). We therefore included only the called X chromosome variants in UKB for these analyses after performing X-specific quality control steps38.