Department of Urology, Vita-Salute San Raffaele University, Milan, Italy.
Department of Biostatistics and Medical Informatics, University of Wisconsin, Madison, Wisconsin.
Cancer. 2022 Aug 1;128(15):2892-2897. doi: 10.1002/cncr.34255. Epub 2022 May 12.
The results of 2 studies exploring adjuvant immune checkpoint inhibition (aCPI) in high-risk muscle-invasive urothelial cancer have yielded conflicting results. A trial employing placebo as the control arm demonstrated a significant prolongation in disease-free survival (DFS) whereas a trial employing observation as the control arm (IMvigor010) demonstrated no prolongation in DFS with CPI. Here, the authors aimed to estimate the aCPI benefit and to model the potential impact of informative censoring on trial results.
Survival data from 1518 patients was reconstructed from Kaplan-Meier curves. A network meta-analysis approach was used to estimate aCPI benefit through the restricted mean disease-free survival time (RMDFST). To estimate the potential impact of informative censoring on IMvigor010, a simulation was performed. The minimum proportion of informative censoring on the observation arm that could account for the lack of observed improvement in DFS was estimated. Random variability from the time of censoring to progression was modeled using the exponential distribution.
Patients receiving aCPI had better DFS: ΔRMDFST at 36 months of 2.2 (95% CI, 0.6-3.7, P = .006) months relative to observation/placebo. In IMvigor010, in the observation arm, 20.5% of patients were censored due to consent withdrawal, protocol violation and/or noncompliance, or lost to follow-up versus 8.2% in the treatment arm. On simulation, it was found that the lack of observed improvement in DFS could have resulted from as few as 14% of the censored patients on observation arm not being censored at random (simulated DFS with 14% informative censoring hazard ratio, 0.83; 95% CI, 0.69-0.99; P = .049).
Phase 3 trials comparing adjuvant therapies to observation are at risk for informative censoring that could potentially impact interpretation of study results.
两项探索辅助免疫检查点抑制(aCPI)在高危肌层浸润性尿路上皮癌中的研究结果相互矛盾。一项采用安慰剂作为对照臂的试验显示疾病无进展生存期(DFS)显著延长,而一项采用观察作为对照臂的试验(IMvigor010)显示 CPI 并未延长 DFS。在这里,作者旨在估计 aCPI 的获益,并对信息性删失对试验结果的潜在影响进行建模。
从 Kaplan-Meier 曲线重建了 1518 例患者的生存数据。采用网络荟萃分析方法,通过受限平均无病生存时间(RMDFST)来估计 aCPI 的获益。为了估计信息性删失对 IMvigor010 的潜在影响,进行了模拟。估计了观察臂上导致 DFS 观察到的改善缺失的信息量删失的最小比例。使用指数分布对删失到进展的时间的随机变异性进行建模。
接受 aCPI 的患者具有更好的 DFS:与观察/安慰剂相比,36 个月时的 RMDFST 增加了 2.2 个月(95%CI,0.6-3.7,P =.006)。在 IMvigor010 中,观察臂中有 20.5%的患者因同意退出、违反方案和/或不遵守规定或失访而被删失,而治疗臂中仅有 8.2%的患者被删失。模拟结果表明,观察臂中只有不到 14%的信息量删失患者被随机删失,就可能导致 DFS 观察到的改善缺失(模拟的 14%信息量删失危险比为 0.83;95%CI,0.69-0.99;P =.049)。
与观察相比,比较辅助治疗的 III 期试验存在信息量删失的风险,这可能会影响对研究结果的解释。