Furthermore, we found that GINS4 potentially positively modulated the cell cycle in HCC through accelerating the transition of mitotic G1/S phase and participated in malignant progression via PI3K/AKT/mTOR pathway based on GO and KEGG analysis. The gene discussed is GINS4; the disease is hepatocellular carcinoma.