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在具有剂量优化的适应性2/3期设计中对不一致性的调整。

Adjustment for Inconsistency in Adaptive Phase 2/3 Designs With Dose Optimization.

作者信息

Chen Cong, Huang Mo, Zhang Xuekui

机构信息

Biostatistics and Research Decision Sciences, Merck & Co., Inc, Rahway, New Jersey, USA.

Pfizer Inc, Collegeville, Pennsylvania, USA.

出版信息

Pharm Stat. 2025 Nov-Dec;24(6):e70031. doi: 10.1002/pst.70031.

DOI:10.1002/pst.70031
PMID:41004124
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12467493/
Abstract

Adaptive Phase 2/3 designs hold great promise in contemporary oncology drug development, especially when limited data from Phase 1 dose-finding is insufficient for identifying an optimal dose. However, inconsistent results between Phase 2 and Phase 3 may raise regulatory and practical concerns. The imperfection in dose selection further complicates the issue. In this paper, we explicitly incorporate the concerns about inconsistency into the statistical analysis under three hypothesis testing strategies (conservative, aggressive, and neutral) by specifying an inconsistency cutoff and accounting for the probability of "picking-the-winner." This investigation illustrates how to balance regulatory caution, sponsor interests, and practical considerations in adaptive Phase 2/3 designs with dose optimization, which paves the way for further research in a less explored area.

摘要

适应性2/3期设计在当代肿瘤学药物开发中具有巨大潜力,特别是当1期剂量探索获得的有限数据不足以确定最佳剂量时。然而,2期和3期结果不一致可能会引发监管和实际方面的担忧。剂量选择的不完善使问题进一步复杂化。在本文中,我们通过指定不一致临界值并考虑“选出优胜者”的概率,在三种假设检验策略(保守、激进和中性)下,将对不一致性的担忧明确纳入统计分析。本研究说明了如何在具有剂量优化的适应性2/3期设计中平衡监管谨慎、申办方利益和实际考虑因素,为在一个较少探索的领域开展进一步研究铺平了道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/efcf/12467493/58412e3074d2/PST-24-0-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/efcf/12467493/a56ad47d9ded/PST-24-0-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/efcf/12467493/58412e3074d2/PST-24-0-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/efcf/12467493/a56ad47d9ded/PST-24-0-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/efcf/12467493/58412e3074d2/PST-24-0-g002.jpg

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本文引用的文献

1
Multiplicity Control in Oncology Clinical Trials With a Binary Surrogate Endpoint-Based Drop-The-Losers Design.基于二元替代终点的“淘汰失败者”设计的肿瘤学临床试验中的多重性控制
Stat Med. 2025 Sep;44(20-22):e70209. doi: 10.1002/sim.70209.
2
Adaptive phase 2/3 design with dose optimization.具有剂量优化的适应性2/3期设计。
Contemp Clin Trials. 2025 Sep;156:108048. doi: 10.1016/j.cct.2025.108048. Epub 2025 Aug 17.
3
A rank-based approach to improve the efficiency of inferential seamless phase 2/3 clinical trials with dose optimization.
基于等级的方法提高具有剂量优化的推断性无缝 2/3 期临床试验的效率。
Contemp Clin Trials. 2023 Sep;132:107300. doi: 10.1016/j.cct.2023.107300. Epub 2023 Jul 17.
4
Irreconcilable Differences: The Divorce Between Response Rates, Progression-Free Survival, and Overall Survival.不可调和的差异:缓解率、无进展生存期和总生存期之间的脱节
J Clin Oncol. 2023 May 20;41(15):2706-2712. doi: 10.1200/JCO.23.00225. Epub 2023 Mar 17.
5
Improving Dose-Optimization Processes Used in Oncology Drug Development to Minimize Toxicity and Maximize Benefit to Patients.改善肿瘤药物开发中使用的剂量优化流程,以最大限度地降低毒性并使患者受益。
J Clin Oncol. 2022 Oct 20;40(30):3489-3500. doi: 10.1200/JCO.22.00371. Epub 2022 Sep 12.
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Adaptive designs in clinical trials: why use them, and how to run and report them.临床试验中的适应性设计:为何使用它们,以及如何实施和报告它们。
BMC Med. 2018 Feb 28;16(1):29. doi: 10.1186/s12916-018-1017-7.
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Testing and estimation in flexible group sequential designs with adaptive treatment selection.具有适应性治疗选择的灵活序贯组设计中的检验与估计
Stat Med. 2005 Dec 30;24(24):3697-714. doi: 10.1002/sim.2389.