Remarkably, differences in the compositions of naive B cells and M0 macrophages between subtypes were found in both TCGA and GEO databases, which indicated that these cells, but not other cells (CD8+ T cells, NK cells, etc.), may play dominant roles in the HCC subtype based on AGs. This evidence concerns the gene CD8A and hepatocellular carcinoma.