Taken together, the difference in survival probability amongst age groups and patients at different cancer stages may not be attributed to the expression of DPP9. Obesity is an independent risk factor for developing HCC. The gene discussed is DPP9; the disease is obesity due to melanocortin 4 receptor deficiency.