MIBC patients with the high level of B7-H4 expression (B7-H4high) were found to possess an inferior overall and recurrence-free survival. Nonetheless, substantial clinical benefits of cisplatin-based chemotherapy and anti-PD-L1 immunotherapy were observed in these patients....Despite adverse clinical outcomes, B7-H4high patients possessed superior responsiveness to chemotherapy and immunotherapy.