MC4R and obesity due to melanocortin 4 receptor deficiency: We did not find a statistically significant interaction between fat intake and MC4R polymorphism in investigating the prevalence of obesity after adjusting for confounders such as age, gender, area, total activity and smoking status (P = 0.4531; Table 4).