In GBC and ECC, DKK1 and ß-catenin confirmed the good prognostic role of high CD8+ T cells, but ICC, known as immune exclusive TME, with strong immunosuppressive tendency, revealed the different roles of each marker (Supplementary Fig. S7A–F). Here, DKK1 is linked to intrahepatic cholangiocarcinoma.