GPX4 and bladder transitional cell carcinoma: As shown in Supplementary Fig. S2, the upregulation of ferroptosis related genes including PROM2, Ferritin, SLC7A11, and GPX4 was confirmed by immunohistochemistry analysis in BLCA tissues compared with normal tissues, which suggested that ferroptosis is associated with BLCA tumorigenesis.