While the effect sizes of these variants contributing to the risk of obesity are modest, the fat mass obesity-associated (FTO) gene region has been replicated in several studies and in multiple populations [11], [14]–[17]. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.