Four genes (MRPL54, ZC3H13, IFIT5, and PPARGC1A) were downregulated and may function as tumor suppressor genes in HCC, and showed a positive correlation with prognosis. The gene discussed is MRPL54; the disease is hepatocellular carcinoma.