Overall, an increase in TIM-3 expression in PBMCs, TAMs, and TIL T cells in HCC indicates poor prognosis, more advanced tumor grades, shorter survival, and a higher probability of recurrence. Here, HAVCR2 is linked to hepatocellular carcinoma.