Furthermore, we discovered the CDK1-PLK1-AKT signaling axis regulated by PSMD12, which underscores its crucial role in the mitotic progression and oncogenic signaling in HCC. The gene discussed is PSMD12; the disease is hepatocellular carcinoma.