In addition, we identified several CAPN5 alleles associated with phenotypic differences observed between PCOS patients, such as the presence of obesity, cardiovascular complications, and familial antecedents of obesity, hypertension and T2DM aggregation. Here, CAPN5 is linked to obesity due to melanocortin 4 receptor deficiency.