Suppr超能文献

冲击器粒度质量数据的群体生物等效性(PBE)统计检验的性能。

Performance of the Population Bioequivalence (PBE) Statistical Test with Impactor Sized Mass Data.

机构信息

Department of Statistics, North Carolina State University, Raleigh, North Carolina, USA.

Inhalation Product Development Statistics, AstraZeneca, Raleigh, North Carolina, USA.

出版信息

AAPS PharmSciTech. 2019 Aug 23;20(7):296. doi: 10.1208/s12249-019-1507-8.

Abstract

This article extends previous work studying performance characteristics of the population bioequivalence (PBE) statistical test recommended by the US Food and Drug Administration (FDA) for orally inhaled and nasal drug products. Based on analysis of a metered dose inhaler database for impactor sized mass, a simulation study was designed to compare performance of the recommended PBE approach with several modified or alternative approaches. These included an extended PBE that separately modeled within-batch (can) and between-batch (batch) variability and average bioequivalence (ABE) tests that modeled with or without between-batch variability and with or without log-transformation. This work showed that separately modeling within- and between-batch variability while increasing the number of sampled batches addressed previously identified issues of the PBE approach when between-batch variability was present, namely, (a) increased risk for falsely concluding equivalence and (b) low probability of correctly concluding equivalence. The same modifications were also required of the ABE to achieve expected performance. However, these modifications did not successfully address the issue of equivalence conclusions that depended on the direction of product mean differences (asymmetric performance). This work highlights the importance of understanding decision-making error rates in developing regulatory recommendations to standardize bioequivalence outcomes across products.

摘要

本文扩展了之前研究美国食品和药物管理局(FDA)推荐的用于吸入和鼻用药物的群体生物等效性(PBE)统计检验性能特征的工作。基于对计量吸入器数据库中撞击器大小质量的分析,设计了一项模拟研究,以比较推荐的 PBE 方法与几种修改或替代方法的性能。这些方法包括分别对批内(罐)和批间(批)变异性进行建模的扩展 PBE,以及对批间变异性进行建模或不进行建模、对或不对数据进行对数转换的平均生物等效性(ABE)测试。这项工作表明,在存在批间变异性时,分别对批内和批间变异性进行建模,同时增加采样批次的数量,可以解决 PBE 方法之前存在的问题,即(a)错误地得出等效结论的风险增加,以及(b)正确得出等效结论的可能性降低。ABE 也需要进行相同的修改,以达到预期的性能。然而,这些修改并没有成功解决取决于产品均值差异方向的等效性结论问题(不对称性能)。这项工作强调了在制定监管建议以标准化产品之间的生物等效性结果时,了解决策错误率的重要性。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验