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A Time-response Measure to Assess Clinical Equivalence in Rheumatoid Arthritis: an Assessment Using Data From Clinical Trials of Biosimilars
Statistics in Biopharmaceutical Research ( IF 1.8 ) Pub Date : 2020-11-10 , DOI: 10.1080/19466315.2020.1832567
Michael O’Kelly 1 , Aijing Zhang 2 , Ilya Lipkovich 3 , Guochen Song 4 , Russell Reeve 5 , Bohdana Ratitch 6 , Siying Li 5 , Martha Behnke 7 , Jonathan Kay 8 , Shein-Chung Chow 9 , Inyoung Baek 10
Affiliation  

ABSTRACT

Because of structural complexity, a “biosimilar” will not be exactly the same as its reference biologic treatment, but is required to be equivalent in all relevant attributes, including efficacy. Therapeutic equivalence is often assessed at a single time point and trajectory up to that time point ignored. This paper describes a measure to assess therapeutic equivalence in rheumatoid arthritis that takes into account both the trajectory and the peak efficacy. This time-response measure is compared with the standard single-time-point measure via simulations based on recent clinical trials of biosimilars. Scenarios can be constructed where the single-time-point measure is more sensitive in detection of non-equivalence, particularly where the time-response curve is not monotone; but for a variety of trajectories the time-response measure has lower Type II error rate (higher power) for a given Type I error rate. Performance is adversely affected by missing data for both measures. A limitation of the time-response measure is that it assumes a two-parameter exponential model for the trajectory of efficacy over time. Results under poor model fit are also presented. Where similarity of clinical outcome over time is a concern, the time-response measure should be considered when comparing a biosimilar and its reference product.



中文翻译:

评估类风湿性关节炎临床等效性的时间反应测量:使用生物仿制药临床试验数据的评估

摘要

由于结构的复杂性,“生物仿制药”与其参考生物治疗不完全相同,但需要在所有相关属性(包括疗效)上相同。治疗等效性通常在单个时间点进行评估,并且忽略到该时间点的轨迹。本文描述了一种评估类风湿性关节炎治疗等效性的措施,该措施同时考虑了轨迹和峰值疗效。通过基于最近生物仿制药临床试验的模拟,将该时间响应测量与标准单时间点测量进行比较。可以构建单时间点测量在检测非等效性方面更敏感的场景,特别是在时间响应曲线不是单调的情况下;但是对于各种轨迹,对于给定的 I 类错误率,时间响应测量具有较低的 II 类错误率(更高的功率)。两种度量的数据缺失都会对性能产生不利影响。时间响应测量的一个限制是它假设了一个两参数指数模型,用于随时间推移的功效轨迹。还给出了模型拟合不佳的结果。当关注临床结果随时间的相似性时,在比较生物仿制药及其参考产品时,应考虑时间反应测量。还给出了模型拟合不佳的结果。当关注临床结果随时间的相似性时,在比较生物仿制药及其参考产品时,应考虑时间反应测量。还给出了模型拟合不佳的结果。当关注临床结果随时间的相似性时,在比较生物仿制药及其参考产品时,应考虑时间反应测量。

更新日期:2020-11-10
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