Results indicated significantly reduced proportions of macrophages M0, M1, and M2 in HCC samples, while activated memory B cells, plasma cells, CD8+ T cells, and NK cells were significantly elevated. The gene discussed is CD8A; the disease is hepatocellular carcinoma.