In this study, a four-gene signature (PON1, FTCD, G6PD, and TMEM45A) prognostic stratification system was constructed based on the EMT-associated genes of HCC cells, to effectively predict HCC prognosis. This evidence concerns the gene G6PD and hepatocellular carcinoma.