We additionally examined the X chromosome for evidence of heterogeneity between the sexes and X chromosome dosage compensation using the methods described by Lee and colleagues12,13 (Supplementary Note). To minimise possible confounding effects of ancestry on effect sizes by sex, we restricted this analysis to those of European ancestry.