Through PFS survival, PPI, correlation, LASSO, Cox, and other prognostic value analyses, we identified six key genes (HGFAC, SPP2, CFHR3, ADNP, ACIN1, and TTI1) associated with HCC prognosis. Here, ACIN1 is linked to hepatocellular carcinoma.