528 Background: Durable DFS and cure are the ultimate goals for the treatment of muscle invasive urothelial carcinoma (MIUC) with radical cystectomy. This analysis employed mixture cure models (MCMs) to estimate the underlying cure fraction among high-risk MIUC patients following radical resection in the Phase 3 CheckMate-274 study. Methods: MCMs were applied to patient-level DFS data from the trial (minimum follow-up: 31.6 months). Intention-to-treat (ITT) population and the subpopulation with tumor PD-L1 expression ≥1% were analyzed separately for nivolumab (NIVO) and placebo (PBO) arms. In MCMs, the patient populations were assumed to consist of two exclusive subgroups as cured and uncured. Cured subgroup was assumed to be free of disease recurrence and disease-related mortality risks. The uncured subgroup was at the risk of both disease recurrence and all-cause mortality. DFS for the cured subgroup was estimated using background mortality rates published by WHO matched to the trial’s demographic characteristics. DFS for the uncured subgroup was modelled using parametric distributions, which were characterized along with the cure fraction by maximum likelihood methods. Model selection was primarily based on clinical plausibility of estimated DFS for the uncured subgroup. Visual comparison of the fits from the MCMs to the reported DFS data from the trial and goodness-of-fit statistics also assisted model selection. Results: In the trial, 353 patients were treated with NIVO (mean age: 65.3; male: 75.1%; PD-L1≥1%: 39.7%) and 356 patients were in PBO control (mean age: 65.9; male: 77.2%; PD-L1≥1%: 39.9%). Selected models estimated almost all uncured patients to experience recurrence within 5 years. The estimated cure fraction in the ITT population ranged from 43.1%-45.1% in the NIVO arm (95% CI: 36.7%-51.6%), and 36.4%-37.0% in the PBO arm, (95% CI: 30.9%-43.0%) for clinically plausible models. Projected range of 10-year mean DFS for the ITT patients was 4.38-4.47 years in the NIVO arm and 3.61-3.64 years in the PBO arm. Estimated cure fractions in the PD-L1≥1% subpopulation ranged from 59.1%-61.0% in the NIVO arm (95% CI: 48.9%-72.0%), and 35.9%-36.9% in the PBO arm, (95% CI: 27.5%-45.9%). Projected range of 10-year mean DFS for the PD-L1≥1% subpopulation was 5.54-5.65 years in the NIVO arm and 3.54-3.57 years in the PBO arm. Conclusions: In the adjuvant treatment of MIUC, relative to radical resection only, systemic therapy with NIVO is associated with a 6-9 percentage points higher cure fraction in the ITT population. Tumor PD-L1≥1% expression was associated with higher cure fractions in the NIVO arm but had only negligible impact on the underlying cure fraction in the PBO arm. Clinical trial information: NCT02632409 .