Therefore, obesity may be supported by the rewarding properties of fast food, and lead to tolerance due to leptin and other hormonal imbalance, a phenomenon which further lead to lack of appetite suppression. The gene discussed is LEP; the disease is obesity due to melanocortin 4 receptor deficiency.