Three immune checkpoints with the highest expression of PD-1, Tigit and Tim-3, as well as three key soluble immunosuppressive cytokines, TGFβR, IL-10R and IL-6R, were screened from cholangiocarcinoma tissues. Here, PDCD1 is linked to cholangiocarcinoma.