A Time-Response Measure to Assess Clinical Equivalence in Rheumatoid Arthritis: An Assessment Using Data From Clinical Trials of Biosimilars

被引:0
|
作者
O'Kelly, Michael [1 ]
Zhang, Aijing [2 ]
Lipkovich, Ilya [3 ]
Song, Guochen [4 ]
Reeve, Russell [5 ]
Ratitch, Bohdana [6 ]
Li, Siying [5 ]
Behnke, Martha [7 ]
Kay, Jonathan [8 ]
Chow, Shein-Chung [9 ]
Baek, Inyoung [10 ]
机构
[1] IQVIA, East Point Business Pk, Dublin 3, Ireland
[2] Genentech Inc, South San Francisco, CA USA
[3] Eli Lilly, Indianapolis, IN USA
[4] Scholar Rock, Cambridge, MA USA
[5] IQVIA, Durham, NC USA
[6] Bayer, Montreal, PQ, Canada
[7] IQVIA, Oakland Pk, KS USA
[8] Univ Massachusetts, Mem Med Ctr, Rheumatol Ctr, Worcester, MA 01605 USA
[9] Duke Univ, Sch Med, Dept Biostat & Bioinformat, Durham, NC USA
[10] Samsung Bioepis Co Ltd, Incheon, South Korea
来源
关键词
Bootstrap; Exponential distribution; Missing data; Time-response;
D O I
10.1080/19466315.2020.1832567
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
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 article 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 nonequivalence, 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.
引用
收藏
页码:204 / 216
页数:13
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