Variations in the fat mass and obesity-associated gene (FTO) are associated with obesity; however, it is not clear if changes in energy intake affect the adaptive response to caloric restriction in those with the risk variants. Here, FTO is linked to obesity due to melanocortin 4 receptor deficiency.