Although the development of obesity may be partially influenced by genetically determined lower levels of fat oxidation, our study found no significant association between the genotypes of the FTO rs9939609 polymorphism and fat oxidation rates during exercise. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.