In summary, using a systematic and comprehensive biomarker discovery and validation approach, we uncovered that an RNF-related gene signature could act as a prognostic indicator for evaluating prognosis of HCC patients and guide HCC treatment. The gene discussed is TRIM31; the disease is hepatocellular carcinoma.