There was interaction between high energy intake and MC4R polymorphism in determining the risk of obesity after adjusting for confounders such as age, gender and physical activity (OR = 1.39, p = 0.01) (Table 5). The gene discussed is MC4R; the disease is obesity due to melanocortin 4 receptor deficiency.