CD8A and hepatocellular carcinoma: MRG expression levels are significantly associated with worse outcomes in HCC patients outperformed conventional clinical indicators in immune response revealed that individuals at high risk exhibited weaker immune responses, characterised by reduced immune scores, and elevated levels of CD8+ T cells and macrophages.