However, when physical activity was high, the FTO polymorphism or the aggregate score were not associated with higher odds of obesity (P = 0.956 and P = 0.376, respectively), suggesting that a high level of physical activity is likely to overcome the detrimental effects of genetic predisposition to obesity even in a high-risk population. Here, FTO is linked to obesity due to melanocortin 4 receptor deficiency.