Moreover, immunohistochemical staining was performed on HCC specimens from our center for the verification of bioinformatic discoveries, and the relationship between the intratumoral mRNA levels of M1 macrophage-associated cytokines and PD-L1 was explored. This evidence concerns the gene CD274 and hepatocellular carcinoma.