FTO and obesity due to melanocortin 4 receptor deficiency: To date, the FTO gene has been proposed as a candidate gene to affect fat oxidation during exercise because of the association of the “at-risk” A allele with different obesity-related factors such as increased body fat, higher appetite and elevated insulin and triglyceride levels.