reported that PD-L1 expression by CCA cells provides tumor cells with an efficient immune escape mechanism, leading to poor tumor differentiation, higher malignant tumor stage, higher levels of apoptotic CD8+ TILs, and eventually poor patient survival (10, 129). Here, CD274 is linked to cholangiocarcinoma.