In addition, we show that the ICC/IDC TME is immunosuppressed, resulting in less and dysfunctional T cells, as well as increased M2 C1QB+TREM2+APOE+ macrophages. The gene discussed is C1QB; the disease is intrahepatic cholangiocarcinoma.