A cross-sectional study on 4,839 Swedish people showed that the relation between FTO gene polymorphisms and obesity can be seen only in people who have a high rate of fat and low rate of carbohydrate intake (52). This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.