Adiponectin plasmatic concentration has been mainly associated with adipose tissue repletion, in the way that low calorie intake increases, whereas obesity decreases adiponectin levels [68,69,70]. The gene discussed is ADIPOQ; the disease is obesity due to melanocortin 4 receptor deficiency.