Henceforth, while we show CD38 expression in CD8+ TRM may play a role in T cell exhaustion, the other tumor-infiltrating immune cells could also contribute to the overall tumor immunity of the HCC TME. The gene discussed is CD8A; the disease is hepatocellular carcinoma.