The lowest PD-L1 and CTLA4 expression levels were in group 1 and the highest PD-L1 and CTLA4 expression levels were in group 3, indicating that the immune system may be "hijacked" via immune checkpoint pathway-dependent methods in group 3 HCC samples (Fig. 3A,B). Here, CD274 is linked to hepatocellular carcinoma.