SIM1 is involved in the regulation of energy homeostasis [50], and KIF1BP and MCHR2 are involved in the regulation of food intake [51, 52], which in turn affects obesity risk [53]. This evidence concerns the gene MCHR2 and obesity due to melanocortin 4 receptor deficiency.