Several studies have demonstrated, through self-reported questionnaires [31, 32] and objective physical activity devices [19, 33], that obesity-related traits associated with FTO risk alleles are attenuated in individuals with higher physical activity levels. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.