The results revealed that B naive cells, mast resting cells, B memory cells, endothelial cells, CD4 T naive cells, dendritic activated cells, CD8 T cells, T gamma delta cells and CD4 T memory activated cells were protective factors for patients in HCC (Supplementary Figure S3A). Here, CD8A is linked to hepatocellular carcinoma.