Our observation that conditioned medium from IGF1-over-expressing CAFs robustly stimulated malignant phenotypes in CCA cells is consistent with the CAF heterogeneity map, which highlights growth factor-enriched iCAF subsets as key tumor promotors in intrahepatic CCA [32]. This evidence concerns the gene IGF1 and cholangiocarcinoma.