ACE and obesity due to melanocortin 4 receptor deficiency: Contrary to this findings, previous studies have shown a positive association between ACE I/D polymorphism and obesity, as the D allele of the ACE gene is frequently detected in younger obese men including preschool children, children and adolescents5,28.