We concluded that the Adpn/Lep ratio is a good indicator of a dysfunctional adipose tissue that may be a useful estimator of obesity- and MS-associated cardiometabolic risk, allowing the identification of a higher number of subjects at risk. This evidence concerns the gene ADIPOQ and obesity due to melanocortin 4 receptor deficiency.