In summary, our findings suggest that EHF is a potential prognostic biomarker for patients with CCA, while also advocating the therapeutic approach of combined targeting of GLI1 and CCL2/CCR2‐TAMs to inhibit EHF‐driven CCA development. This evidence concerns the gene EHF and cholangiocarcinoma.