Common variations at the loci harboring the fat mass and obesity gene (FTO), MC4R, and TMEM18 are consistently reported as being associated with obesity and body mass index (BMI) especially in adult population. Here, TMEM18 is linked to obesity due to melanocortin 4 receptor deficiency.