Genome-wide association studies (GWAS) have uncovered multiple common variants associated with BMI and obesity with low to modest effect size, the most notable being the fat mass and obesity-associated (FTO) gene [3,4]. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.