Although several genetic analyses continue to provide evidence regarding the polymorphism that compromises the LEP/LEPR axis in an obesity setting, there are no comprehensive studies exploring the effects of SNPs on EE and thermoregulation. Here, LEP is linked to obesity due to melanocortin 4 receptor deficiency.