In conclusion, a decreased MCR1/CD68 ratio (mainly in visceral adipose tissue) is a potential marker of obesity-associated adipose tissue dysfunction, and linked to decreased expression of mitochondrial genes in the muscle. This evidence concerns the gene CD68 and obesity due to melanocortin 4 receptor deficiency.