Recent large-scale genome-wide association studies based on cross-sectional population data identified two genes (FTO and near MC4R) to be unequivocally associated with measures of obesity, including weight and body mass index (BMI) [1-4]. The gene discussed is FTO; the disease is obesity due to melanocortin 4 receptor deficiency.