The genetical variation in AVPR1B seems to have a modest effect on BMI, waist circumference and overweight, and therefore we believe that the lack of association for obesity and abdominal obesity are explained by lower power due to lower numbers of these dichotomized traits. This evidence concerns the gene AVPR1B and obesity due to melanocortin 4 receptor deficiency.