Moreover, to the best of our knowledge, there are no studies on UCP1 knock-out animals, thus not allowing the confirmation that the promising anti-obesity effects of dietary polyphenols derive exclusively from the modulation of the browning process in vivo. This evidence concerns the gene UCP1 and obesity due to melanocortin 4 receptor deficiency.