In summary, this study identified eight prognostic genes relevant to HCC—MCM10, CEP55, KIF18A, ORC6, KIF23, CDC45, CDT1, and PLK4—and constructed a validated HCC prognostic risk prediction model. Here, PLK4 is linked to hepatocellular carcinoma.