Indeed, the A allele has been associated with an improvement of anthropometric measures, lipid profile, and insulin sensitivity following a hypocaloric diet in patients with obesity [181,182]. The gene discussed is INS; the disease is obesity due to melanocortin 4 receptor deficiency.