In conclusion, we observed no relationship between the ACE I/D and AGT M/T polymorphisms and overweight/obesity in a population-based study accessed via BMI (and WC) categories. The gene discussed is AGT; the disease is obesity due to melanocortin 4 receptor deficiency.