PDT can up-regulate the expression of SLC2A1, SLC2A6, and SLC7A5 and inhibit the expression of ZEB1, and four ferroptosis-sensitive genes are associated with the prognosis of patients with cholangiocarcinoma. Here, ZEB1 is linked to cholangiocarcinoma.