It was found significant that these hub genes caused the M2-type polarization of macrophages by activating the PI3K-Akt-mTOR pathway, and then led to hepatic fibrosis and participated in the development of HCC. The gene discussed is PIK3CB; the disease is hepatocellular carcinoma.