CTHRC1, which is highly expressed by CAF in the ICC/IDC TME, has been shown to polarize macrophages to the M2, pro-tumorigenic, phenotype through TGF-β signaling67. Here, TGFB1 is linked to intrahepatic cholangiocarcinoma.