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
{"title":"INTEGRATE合并II/III期结果对进展后切换和赢家诅咒具有鲁棒性。","authors":"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","doi":"10.1093/jncics/pkaf053","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The INTEGRATE phase 3 (P3) trial in advanced gastric and esophagogastric junction cancer involved pooling overall survival (OS) data with its preceding phase 2 (P2) trial, raising concerns about misalignment due to treatment switching in P2 or the Winner's curse. We evaluated P2 results, adjusted for these opposing effects, against P3 according to the prespecified statistical analysis plan.</p><p><strong>Methods: </strong>OS estimates were adjusted for treatment switching using rank-preserving structural failure time model (RPSFTM) and inverse probability of censoring weights (IPCW) method. A novel shrinkage approach (NSE) mitigated overestimation from the Winner's curse, and Bayesian prediction (BP) methods predicted P3 outcomes from P2 estimates. A simulation study modelled 10,000 seamless P2/P3 trials to quantify bias in the pooled estimate.</p><p><strong>Results: </strong>The observed P3 hazard ratio (HR 0.71, 95% CI 0.54-0.93) for OS was more conservative than the adjusted P2 estimates (RPSFTM and NSE: 0.61, 95% CI 0.29-1.29; RPSFTM and BP: 0.59, 95% CI 0.48-0.73; IPCW and NSE: 0.55, 95% CI 0.31-0.99; IPCW and BP: 0.58, 95% CI 0.46-0.72). Simulations indicated negligible bias in the pooled log(HR): -0.011 and 0.005 under the null and alternative hypotheses, respectively.</p><p><strong>Conclusion: </strong>Adjusting P2 estimates for both treatment switching and the Winner's curse produced point estimates similar to the unadjusted P3 results. A prospective plan to pool trials data under a closed testing procedure may be a reasonable strategy when a recruitment shortfall in P3 is anticipated, provided that potential sources of misalignment are thoroughly assessed.</p>","PeriodicalId":14681,"journal":{"name":"JNCI Cancer Spectrum","volume":" ","pages":""},"PeriodicalIF":3.4000,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"INTEGRATE pooled phase II/III results are robust to post-progression switching and winner's curse.\",\"authors\":\"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\",\"doi\":\"10.1093/jncics/pkaf053\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The INTEGRATE phase 3 (P3) trial in advanced gastric and esophagogastric junction cancer involved pooling overall survival (OS) data with its preceding phase 2 (P2) trial, raising concerns about misalignment due to treatment switching in P2 or the Winner's curse. We evaluated P2 results, adjusted for these opposing effects, against P3 according to the prespecified statistical analysis plan.</p><p><strong>Methods: </strong>OS estimates were adjusted for treatment switching using rank-preserving structural failure time model (RPSFTM) and inverse probability of censoring weights (IPCW) method. A novel shrinkage approach (NSE) mitigated overestimation from the Winner's curse, and Bayesian prediction (BP) methods predicted P3 outcomes from P2 estimates. A simulation study modelled 10,000 seamless P2/P3 trials to quantify bias in the pooled estimate.</p><p><strong>Results: </strong>The observed P3 hazard ratio (HR 0.71, 95% CI 0.54-0.93) for OS was more conservative than the adjusted P2 estimates (RPSFTM and NSE: 0.61, 95% CI 0.29-1.29; RPSFTM and BP: 0.59, 95% CI 0.48-0.73; IPCW and NSE: 0.55, 95% CI 0.31-0.99; IPCW and BP: 0.58, 95% CI 0.46-0.72). Simulations indicated negligible bias in the pooled log(HR): -0.011 and 0.005 under the null and alternative hypotheses, respectively.</p><p><strong>Conclusion: </strong>Adjusting P2 estimates for both treatment switching and the Winner's curse produced point estimates similar to the unadjusted P3 results. A prospective plan to pool trials data under a closed testing procedure may be a reasonable strategy when a recruitment shortfall in P3 is anticipated, provided that potential sources of misalignment are thoroughly assessed.</p>\",\"PeriodicalId\":14681,\"journal\":{\"name\":\"JNCI Cancer Spectrum\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2025-06-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"JNCI Cancer Spectrum\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1093/jncics/pkaf053\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"JNCI Cancer Spectrum","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/jncics/pkaf053","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ONCOLOGY","Score":null,"Total":0}
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。
INTEGRATE pooled phase II/III results are robust to post-progression switching and winner's curse.
Background: The INTEGRATE phase 3 (P3) trial in advanced gastric and esophagogastric junction cancer involved pooling overall survival (OS) data with its preceding phase 2 (P2) trial, raising concerns about misalignment due to treatment switching in P2 or the Winner's curse. We evaluated P2 results, adjusted for these opposing effects, against P3 according to the prespecified statistical analysis plan.
Methods: OS estimates were adjusted for treatment switching using rank-preserving structural failure time model (RPSFTM) and inverse probability of censoring weights (IPCW) method. A novel shrinkage approach (NSE) mitigated overestimation from the Winner's curse, and Bayesian prediction (BP) methods predicted P3 outcomes from P2 estimates. A simulation study modelled 10,000 seamless P2/P3 trials to quantify bias in the pooled estimate.
Results: The observed P3 hazard ratio (HR 0.71, 95% CI 0.54-0.93) for OS was more conservative than the adjusted P2 estimates (RPSFTM and NSE: 0.61, 95% CI 0.29-1.29; RPSFTM and BP: 0.59, 95% CI 0.48-0.73; IPCW and NSE: 0.55, 95% CI 0.31-0.99; IPCW and BP: 0.58, 95% CI 0.46-0.72). Simulations indicated negligible bias in the pooled log(HR): -0.011 and 0.005 under the null and alternative hypotheses, respectively.
Conclusion: Adjusting P2 estimates for both treatment switching and the Winner's curse produced point estimates similar to the unadjusted P3 results. A prospective plan to pool trials data under a closed testing procedure may be a reasonable strategy when a recruitment shortfall in P3 is anticipated, provided that potential sources of misalignment are thoroughly assessed.