A comparison of FAP+ CAFs across sample types showed that glycolysis and angiogenesis were most enriched in ICC, while the collagen-activated signaling pathway was activated in both HCC and ICC (Figure S1I). Here, TBX1 is linked to intrahepatic cholangiocarcinoma.