Our findings highlight that targeting the STAT3/BCL-xL axis is a promising strategy to eliminate bladder TCC cells and facilitate Cisplatin sensitization, and further support the potential of incorporating Fucoxanthin into Cisplatin-based chemotherapy for treating bladder cancer. Here, BCL2L1 is linked to urinary bladder carcinoma.