The aim of this study was to evaluate patterns of the tumor immune microenvironment including PD-L1 expression, TMB, and cancer-immune phenotype, and their prognostic implication among Japanese patients with stage IV UC who received first-line chemotherapy and second-line ICIs or chemotherapy. Here, CD274 is linked to neoplasm.