INTEGRATE合并II/III期结果对进展后切换和赢家诅咒具有鲁棒性。

IF 4.1 Q2 ONCOLOGY
Yu Yang Soon, Katrin Sjoquist, Ian C Marschner, I Manjula Schou, Nick Pavlakis, David Goldstein, Kohei Shitara, Martin R Stockler, John Simes, Andrew J Martin
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引用次数: 0

摘要

背景:在晚期胃癌和食管胃结癌的INTEGRATE 3期(P3)试验中,将总生存期(OS)数据与之前的2期(P2)试验进行了汇总,这引起了人们对P2期治疗转换或赢家诅咒(Winner’s curse)导致的失调的担忧。我们根据预先设定的统计分析计划对P2结果进行评估,并对这些相反的影响进行调整。方法:采用保秩结构失效时间模型(RPSFTM)和加权逆概率法(IPCW)对治疗切换的OS估计进行调整。一种新的收缩方法(NSE)减轻了赢家诅咒带来的高估,贝叶斯预测(BP)方法从P2估计中预测P3结果。一项模拟研究模拟了10,000个无缝P2/P3试验,以量化合并估计中的偏差。结果:观察到的OS P3风险比(HR 0.71, 95% CI 0.54-0.93)比调整后的P2估计值更为保守(RPSFTM和NSE: 0.61, 95% CI 0.29-1.29;RPSFTM和BP: 0.59, 95% CI 0.48 ~ 0.73;IPCW和NSE: 0.55, 95% CI 0.31-0.99;IPCW和BP: 0.58, 95% CI 0.46-0.72)。模拟表明,在零假设和备选假设下,合并对数(HR)的偏差可忽略不计:分别为-0.011和0.005。结论:调整治疗转换和赢家诅咒的P2估计值与未调整的P3结果相似。当预期P3招募不足时,在封闭测试程序下汇集试验数据的前瞻性计划可能是一种合理的策略,前提是彻底评估潜在的偏差来源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

INTEGRATE pooled phase 2/3 results are robust to postprogression switching and the winner's curse.

INTEGRATE pooled phase 2/3 results are robust to postprogression switching and the winner's curse.

INTEGRATE pooled phase 2/3 results are robust to postprogression switching and the winner's curse.

Background: The INTEGRATE phase 3 trial in advanced gastric and esophagogastric junction cancer involved pooling overall survival data with its preceding phase 2 trial, raising concerns about misalignment due to treatment switching in phase 2, or the "winner's curse." We evaluated phase 2 results, adjusted for these opposing effects, against phase 3 according to the prespecified statistical analysis plan.

Methods: Overall survival estimates were adjusted for treatment switching using the rank-preserving structural failure time model (RPSFTM) and inverse probability of censoring weights (IPCW) method. A novel shrinkage approach mitigated overestimation from the winner's curse, and Bayesian prediction methods predicted phase 3 outcomes from phase 2 estimates. A simulation study modeled 10 000 seamless phase 2/3 trials to quantify bias in the pooled estimate.

Results: The observed phase 3 hazard ratio (HR = 0.71, 95% CI = 0.54 to 0.93) for overall survival was more conservative than the adjusted phase 2 estimates (RPSFTM and novel shrinkage approach: HR = 0.61, 95% CI = 0.29 to 1.29; RPSFTM and Bayesian prediction: HR = 0.59, 95% CI = 0.48 to 0.73; IPCW and novel shrinkage approach: HR = 0.55, 95% CI = 0.31 to 0.99; IPCW and Bayesian prediction: HR = 0.58, 95% CI = 0.46 to 0.72). Simulations indicated negligible bias in the pooled log hazard ratio of ‒0.011 and 0.005 under the null and alternative hypotheses, respectively.

Conclusion: Adjusting phase 2 estimates for both treatment switching and the winner's curse produced point estimates similar to the unadjusted phase 3 results. A prospective plan to pool trial data under a closed testing procedure may be a reasonable strategy when a recruitment shortfall in phase 3 is anticipated, provided that potential sources of misalignment are thoroughly assessed.

Clinical trial information: ACTRN12612000239864 (INTEGRATE I)NCT02773524 (INTEGRATE IIA).

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来源期刊
JNCI Cancer Spectrum
JNCI Cancer Spectrum Medicine-Oncology
CiteScore
7.70
自引率
0.00%
发文量
80
审稿时长
18 weeks
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