Excepting for the robust association between the FTO gene and BMI that was discovered and replicated in genome-wide association studies [34], [35], no specific gene variants explained the common forms of obesity, although mutations in specific genes contributed to a few rare cases of monogenic forms of human obesity. The gene discussed is FTO; the disease is obesity due to melanocortin 4 receptor deficiency.