In addition, we also analyzed the correlation between the percentages of PD-L1+MDSCs and Child-Pugh grade and serum concentration of well-known hepatocellular cancer biomarkers (AFP, AFP-L3 and PIVKA II). The gene discussed is AFP; the disease is hepatocellular carcinoma.