The risk score is associated with HCC stromal score and levels of CD4 memory resting T cells, M0 macrophages, M1 macrophages, resting mast cells, CD4 memory activated T cells, and follicular helper T cells. This evidence concerns the gene CD4 and hepatocellular carcinoma.