In addition to the role of the hypothalamic leptin-melanocortin pathway, several studies using genome-wide association study data have shown associations between gene variants, associated with energy metabolism and adipocyte biology, with body mass index (BMI) and obesity (13, 14). This evidence concerns the gene LEP and obesity due to melanocortin 4 receptor deficiency.