With the development of high-throughput genotyping techniques and the implementation of genome-wide association studies (GWAS), common variations, such as those in FTO[5] and MC4R[6], have been associated with obesity and body mass index (BMI). Here, FTO is linked to obesity due to melanocortin 4 receptor deficiency.