Vanke School of Public Health, Tsinghua University, Beijing, Beijing, China.
School of Medicine, Tsinghua University, Beijing, Beijing, China.
J Immunother Cancer. 2024 Jan 17;12(1):e007959. doi: 10.1136/jitc-2023-007959.
Phase III clinical trials are pivotal for evaluating therapeutics, yet a concerning failure rate has been documented, particularly impacting oncology where accelerated approvals of immunotherapies are common. These failures are predominantly attributed to a lack of therapeutic efficacy, indicating overestimation of results from phase II studies. Our research aims to systematically assess overestimation in early-phase trials involving programmed cell death-1 (PD-1)/programmed cell death-ligand 1(PD-L1) inhibitors compared with phase III trials and identify contributing factors.
We matched 51 pairs of early-phase and phase III clinical trials from a pool of over 9,600 PD-1/PD-L1 inhibitor trials. The matching criteria included identical treatment regimens, cancer types, treatment lines, and biomarker enrichment strategies. To assess overestimation, we compared the overall response rates (ORR) between early-phase and phase III trials. We established independent variables related to eligibility criteria, and trial design features of participants to analyze the factors influencing the observed discrepancy in efficacy between the two phases through univariable and multivariable logistic analyses.
Early-phase trial outcomes systematically overestimated the subsequent phase III results, yielding an odds ratio (OR) comparing ORR in early-phase versus phase III: 1.66 (95% CI: 1.43 to 1.92, p<0.05). This trend of inflated ORR was consistent across trials testing PD-1/PD-L1 monotherapies and combination therapies involving PD-1/PD-L1. Among the examined factors, the exclusion of patients with autoimmune diseases was significantly associated with the disparity in efficacy between early-phase trials and phase III trials (p=0.023). We calculated a Ward statistic of 2.27 to validate the effectiveness of the model.
These findings underscore the tendency of overestimation of efficacy in early-phase trials involving immunotherapies. The observed differences could be attributed to variations in the inclusion of patients with autoimmune disorders in early-phase trials. These insights have the potential to inform stakeholders in the future development of cancer immunotherapies.
III 期临床试验对于评估疗法至关重要,但已记录到令人担忧的失败率,尤其是在肿瘤学领域,免疫疗法的加速批准很常见。这些失败主要归因于治疗效果不佳,表明 II 期研究结果被高估。我们的研究旨在系统评估与 III 期试验相比,涉及程序性细胞死亡蛋白 1(PD-1)/程序性死亡配体 1(PD-L1)抑制剂的早期试验中存在的高估现象,并确定促成因素。
我们从超过 9600 项 PD-1/PD-L1 抑制剂试验的数据库中匹配了 51 对早期和 III 期临床试验。匹配标准包括相同的治疗方案、癌症类型、治疗线和生物标志物富集策略。为了评估高估,我们比较了早期和 III 期试验的总缓解率(ORR)。我们确定了与纳入标准和参与者试验设计特征相关的自变量,通过单变量和多变量逻辑分析来分析影响两个阶段疗效差异的因素。
早期试验结果系统地高估了随后的 III 期结果,早期试验与 III 期相比,ORR 的比值比(OR)为 1.66(95%CI:1.43 至 1.92,p<0.05)。这种早期试验 ORR 膨胀的趋势在测试 PD-1/PD-L1 单药和包含 PD-1/PD-L1 的联合治疗的试验中是一致的。在所检查的因素中,排除自身免疫性疾病患者与早期试验和 III 期试验之间疗效差异显著相关(p=0.023)。我们计算了一个 Ward 统计量为 2.27,以验证该模型的有效性。
这些发现强调了免疫疗法早期试验中疗效高估的趋势。观察到的差异可能归因于早期试验中纳入自身免疫性疾病患者的差异。这些见解有可能为未来癌症免疫疗法的发展提供信息。