TMEM18 rs939583 and rs1879523 were significantly associated with increased obesity risk (OR = 1.35, 95% CI (1.17–1.57) and OR = 1.66, 95% CI (1.29–2.15), respectively). This evidence concerns the gene TMEM18 and obesity due to melanocortin 4 receptor deficiency.