The results in Table 5 show that sex, race, TMB, neoplasm histologic grade, Child–Pugh grade, MMRN1, OXT and COX6A2 transcription (or expression, exp) were independent risk factors for the prognosis of stage I HCC patients. Here, MMRN1 is linked to hepatocellular carcinoma.