Thus, the induction of diabetes and obesity by the HFD seems related mainly to UCP1 and UCP2 expression in adipose tissue, but not to the expression of UCP2 and UCP3 in skeletal muscle [172]. This evidence concerns the gene UCP1 and obesity due to melanocortin 4 receptor deficiency.