Therefore, in this study, we systematically analyzed the associations of key necroptotic proteins, necroptosis activation, PD-L1, tumor-infiltrating immune cells and their impact on clinical outcomes and anti-tumor immunity in CCA patients. Here, CD274 is linked to cholangiocarcinoma.