Similar to its dual role in other cancers, TGF-β signaling in CCA can either prevent tumor initiation by inhibiting cell proliferation and inducing apoptosis or facilitate tumor progression by enhancing invasion and immune suppression [34]. This evidence concerns the gene TGFB1 and cholangiocarcinoma.