ACE and obesity due to melanocortin 4 receptor deficiency: Based on our results, there is a trend in favor of the insignificant relationship between BMI and ACE gene I/D polymorphism, and this equivocal outcome may account for the different BMI cut-off points adopted by researchers to define overweight and obesity.