Furthermore, although PNPLA2, PNPLA4 and PNPLA5 did not show any significant association with obesity and insulin sensitivity, we cannot rule out a possible implication in the pathogenesis due to the low power of this study. The gene discussed is PNPLA5; the disease is obesity due to melanocortin 4 receptor deficiency.