模拟随机试验的观察性研究:一些现实世界的障碍
1Centre for Clinical Epidemiology, Lady Davis Institute-Jewish General Hospital, and Department of Epidemiology and Biostatistics, McGill University, Montreal, Québec, Canada.
British journal of clinical pharmacology
|January 15, 2024
概括
随机对照试验 (RCT) 是药物批准的关键. 从观察性研究中模拟现实世界证据 (RWE) 的RCT是具有挑战性的,因为RCT的特定设计,如随机化前的治疗中止.
科学领域:
- 临床试验 临床试验
- 现实世界的证据.
- 监管科学 监管科学
背景情况:
- 随机对照试验 (RCT) 是药物批准的黄金标准.
- 来自观察研究的现实世界证据 (RWE) 越来越多地用于监管决策.
- 已有倡议通过模拟已发表的RCT来评估RWE.
研究的目的:
- 识别和描述阻碍观察性研究模拟的RCT设计的挑战性方面.
- 为未来RCT的设计提供信息,以促进有效的RWE产生.
主要方法:
- 该研究分析了RCT的特定设计特征,这些特征在模拟方面存在困难.
- 专注于三个关键的挑战性方面:随机化前的治疗中止,进入阶段和治疗断奶评估.
主要成果:
- 在随机化前停止治疗可能会扭曲观察性研究中的比较.
- 运行阶段,特别是排除不符合主题的运行阶段,带来了模拟挑战.
- 在RCT中评估治疗断奶效应很难用观测数据来复制.
结论:
- 某些RCT设计在使用现实世界的证据的模拟方面存在重大挑战.
- 未来的RCT应考虑设计以促进模拟,以提供有效和补充的RWE.
- 优化RCT设计可以提高RWE在监管过程中的实用性.
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