The above results showed that the PRGs we identified, such as AURKA, MARCKSL1, and EZH2, might mediate the occurrence and progression of HCC by regulating cell cycle-related pathways in liver cancer stem cells. This evidence concerns the gene AURKA and hepatocellular carcinoma.