These large scale genetic association studies have identified variations in or near FTO, GNPDA2, INSIG2, KCTD15, MC4R, MTCH2, NEGR1, SH2B1 and TMEM18 as susceptibility loci for obesity [6]–[10]. This evidence concerns the gene MC4R and obesity due to melanocortin 4 receptor deficiency.