In DD genotype carriers, a significant association was found between insulin resistance and obesity as presented by BMI, WC and WHtR, although the variations in percentages between DD and I-carriers were not high enough to conclude a clear effect of ACE I/D on such an association (Table 6). This evidence concerns the gene ACE and obesity due to melanocortin 4 receptor deficiency.