In conclusion, multiple mechanisms may limit the TAA-specific CD8+ T-cell responses in HCC: failure of TAA processing and presentation; insufficient levels of CD4 help; suppression of both CD4+ and CD8+ T cells by Tregs; negative regulation by PD-1/PD-L1 pathway (Figure 1). The gene discussed is CD8A; the disease is hepatocellular carcinoma.