In conclusion, herein we were able to develop a statistical model (MLP and discriminant analysis) that accurately predict prognosis of HCC patients using a panel of three genes (DUOX1, GLS2 and FBP1). Here, DUOX1 is linked to hepatocellular carcinoma.