In IR/MASH-driven HCC, PD-L1 expression is further amplified because the MASH microenvironment's key features—hypoxia and chronic inflammation—are themselves potent external inducers of these same transcription factors. This evidence concerns the gene CD274 and hepatocellular carcinoma.