These findings reveal a novel molecular mechanism by which SVEP1 depletion induces tumor cell EMT phenotype switching, thereby enhancing our understanding of ICC progression, recurrence, and metastasis. The gene discussed is SVEP1; the disease is intrahepatic cholangiocarcinoma.