A recent genome-wide association study modeling the effect of genotype-by-sex interaction on obesity phenotypes demonstrated sex-influenced associations between genetic variation at the LYPLAL1 locus and obesity-related traits [54]. Here, LYPLAL1 is linked to obesity due to melanocortin 4 receptor deficiency.