Office of Biostatistics, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland.
Clin Cancer Res. 2018 May 15;24(10):2268-2275. doi: 10.1158/1078-0432.CCR-17-1902. Epub 2018 Jan 11.
With the approval of immunotherapies for a variety of indications, methods to assess treatment benefit addressing the response patterns observed are important. We evaluated RECIST criteria-based overall response rate (ORR) and progression-free survival (PFS) as potential surrogate endpoints of overall survival (OS), and explored a modified definition of PFS by altering the threshold percentage determining disease progression to assess the association with survival benefit in immunotherapy trials. Thirteen randomized, multicenter, active-control trials containing immunotherapeutic agents submitted to the FDA were analyzed. Associations between treatment effects of ORR, PFS, modified PFS, and OS were evaluated at individual and trial levels. Patient-level responder analysis was performed for PFS and OS. The coefficient of determination (²) measured the strength of associations, where values near 1 imply surrogacy and values close to 0 suggest no association. At the trial level, the association between hazard ratios (HR) of PFS and OS was = 0.1303, and between the odds ratio (OR) of ORR and HR of OS was = 0.1277. At the individual level, the Spearman rank correlation coefficient between PFS and OS was 0.61. Trial-level associations between modified PFS and OS ranged between 0.07 and 0.1, and individual-level correlations were approximately 0.6. HRs of PFS and OS for responders versus nonresponders were 0.129 [95% confidence interval (CI), 0.11-0.15] and 0.118 (95% CI, 0.11-0.13), respectively. Although responders exhibited longer survival and PFS than nonresponders, the trial-level and individual-level associations were weak between PFS/ORR and OS. Modifications to PFS did not improve associations. .
随着多种适应证的免疫疗法的批准,评估针对所观察到的治疗获益反应模式的方法非常重要。我们评估了基于 RECIST 标准的总缓解率(ORR)和无进展生存期(PFS)作为总生存期(OS)的潜在替代终点,并通过改变确定疾病进展的阈值百分比来修改 PFS 的定义,以评估其与免疫治疗试验中生存获益的相关性。分析了提交给 FDA 的 13 项随机、多中心、活性对照试验,这些试验均包含免疫治疗药物。在个体和试验水平上评估了 ORR、PFS、改良 PFS 和 OS 治疗效果之间的相关性。对 PFS 和 OS 进行了患者水平应答者分析。决定系数(²)用于衡量相关性的强度,接近 1 的值表示替代,接近 0 的值表示无关联。在试验水平上,PFS 和 OS 的风险比(HR)之间的关联为 = 0.1303,ORR 的优势比(OR)和 OS 的 HR 之间的关联为 = 0.1277。在个体水平上,PFS 和 OS 之间的斯皮尔曼等级相关系数为 0.61。改良 PFS 和 OS 之间的试验水平相关性在 0.07 到 0.1 之间,个体水平相关性约为 0.6。与无应答者相比,应答者的 PFS 和 OS 的 HR 分别为 0.129 [95%置信区间(CI),0.11-0.15]和 0.118(95% CI,0.11-0.13)。尽管应答者的生存和 PFS 均长于无应答者,但 PFS/ORR 和 OS 之间的试验水平和个体水平相关性较弱。对 PFS 的修改并未改善相关性。