ADIPOQ and obesity due to melanocortin 4 receptor deficiency: This fact deserves much more attention, since the SNPs in the two top-ranked genes explain a very low percentage of adiponectin variance and there will surely be many other genes associated with it, but whose contribution may be highly variable and dynamic depending on the geographic origin, age, sex and the presence or absence of obesity and/or diabetes in the analyzed populations.