DOD-SSR:一个自适应的无II/III期设计,具有剂量优化决定和样本大小重新估计
Meizi Liu1, Jianchang Lin1, Yefei Zhang1
1Takeda Pharmaceuticals, Cambridge, Massachusetts, USA.
Statistics in medicine
|February 8, 2025
概括
这项研究引入了一种新的无II/III期试验设计,使用贝叶斯预测成功概率 (PPoS) 选择最佳治疗臂并重新估计样本大小 (SSR) 与代用终点,加速药物开发.
科学领域:
- 临床试验 临床试验
- 生物统计学 生物统计学
- 药物开发 药物开发
背景情况:
- 无的II/III期设计通过整合探索和确认阶段来加速药物开发.
- 剂量优化和早期决策在现代临床试验中至关重要.
- 早期阶段试验中的固定样本大小,由于数据有限和高风险,带来了挑战.
研究的目的:
- 为多个治疗臂引入一种新的无II/III期设计.
- 为了利用贝叶斯预测成功概率 (PPoS) 进行治疗臂选择和临时样本大小重新估计 (SSR).
- 用代用终点来做出明智的临时决策.
主要方法:
- 一个贝叶斯框架,将PPoS纳入治疗臂选择和SSR.
- 代用终点的整合,以进行中间分析.
- 与传统单独的II/III阶段设计和替代无设计的比较.
主要成果:
- 拟议的设计提高了选择有利治疗武器的可能性.
- 提高了整体统计能力,并减少了平均试验规模和持续时间.
- 与没有SSR或使用条件电源的现有无设计相比,证明了卓越的性能.
结论:
- 新的无II/III阶段设计在效率和成功概率方面提供了显著的优势.
- 该框架有效地利用PPoS和替代终点进行适应性决策.
- 适用于各种治疗领域,包括非小细胞肺癌 (NSCLC).
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