Further, a population cohort study found that the role of FTO risk genes is related to energy intake (Haupt et al., 2009); however, the mechanisms by which FTO influences obesity and the specific pathways related to energy metabolism remain unclear. The gene discussed is FTO; the disease is obesity due to melanocortin 4 receptor deficiency.