Emerging hepatobiliary carcinoma data further establish that PD-L1high TAMs infiltration correlates with impaired anti-tumor immunity and reduced survival, while PD-L1 blockade partially reverses this immunosuppression15. This evidence concerns the gene CD274 and neoplasm.