Among the intention-to-treat population (n = 151), 85% of the patients experienced treatment-related adverse event (TRAE) and 20% experienced grade 3 and above TRAE. The objective response rate (ORR) was 26% with a disease control rate (DCR) of 45%. The median duration of response, progression-free survival (PFS) and overall survival (OS) were 19.7 months (95% CI: 13.9 to NE), 2.3 months (95% CI: 1.8 to 3.6) and 14.4 months (95% CI: 9.3 to 23.1), respectively. Both PD-L1+ and TMB-high (10 mutations/Mb as the cut off) patients had better ORR than PD-L1- patients (42% versus 17%, p = 0.002) and TMB low patients (48% versus 22%, p = 0.014), respectively. The TMB-high group also showed better PFS (12.9 versus 1.8 months, p < 0.001) and OS (not reached versus 10.0 months, p = 0.018) than the TMB-low group.Toripalimab has demonstrated encouraging clinical activity in the second-line treatment of mUC with a manageable safety profile. PD-L1 expression and TMB were two independent biomarkers in the study.