Sia et al. [16] validated the “immune subtype HCC “using transcriptomics and other methods, showing that the “immune subtype HCC” characterized by high immune infiltration and increased PD-1/PD-L1 signaling pathway, leading them to exhibit a better response to ICIs. Here, CD274 is linked to hepatocellular carcinoma.