However, the data suggesting an effect of UCPs on obesity remains uncertain, with two recent papers reporting no linkage or association with UCP2 or UCP3 alleles [45,46], while another reports association of UCP3 alleles with measures of body composition in women [47]. Here, UCP3 is linked to obesity due to melanocortin 4 receptor deficiency.