ICC/IDC CAF have increased expression of immunosuppressive genes, and an ICC/IDC CAF gene signature based on upregulated genes, CTHRC1, ASPN, FAP, and ENG (CAFÉ CAF), is associated with worse outcomes. Here, FAP is linked to intrahepatic cholangiocarcinoma.