Clinically, the density of CTLA-4+ TILs was an independent risk factor for OS in patients with ICC, and we found that patients with TILsCTLA-4 High showed an unfavorable prognosis. The gene discussed is CTLA4; the disease is intrahepatic cholangiocarcinoma.