The potential for EPO to regulate fat mass and the increase in EPO production at high altitude may contribute to the lower obesity rate observed in humans residing at a high altitude (Voss et al., 2014; Diaz-Gutierrez et al., 2016). The gene discussed is EPO; the disease is obesity due to melanocortin 4 receptor deficiency.