Additionally, CD4+ and CD8+ T lymphocytes isolated from HCC tissues demonstrated elevated PD-1 and TIM-3, which are linked to unfavorable outcomes [225]. This evidence concerns the gene HAVCR2 and hepatocellular carcinoma.