GIGYF1 and lipodystrophy: A sex-specific analysis of WHRadjBMI identified associations for variants in GIGYF1 with increased WHRadjBMI (P = 6.76 × 10−7, Beta = 0.57 SD) and the lipodystrophy gene LIPE27 with decreased WHRadjBMI (P = 1.21 × 10−7, Beta = −0.09 SD) in men only (Supplementary Figs. 2,  3, Supplementary Table 3).