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Physiologically Based Pharmacokinetic (PBPK) Modeling and Simulation Approaches: A Systematic Review of Published Models Applications and Model Verification

机译:基于生理的药代动力学(PBPK)建模和模拟方法:已发布的模型应用和模型验证的系统评价

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摘要

Modeling and simulation of drug disposition has emerged as an important tool in drug development, clinical study design and regulatory review, and the number of physiologically based pharmacokinetic (PBPK) modeling related publications and regulatory submissions have risen dramatically in recent years. However, the extent of use of PBPK modeling by researchers, and the public availability of models has not been systematically evaluated. This review evaluates PBPK-related publications to 1) identify the common applications of PBPK modeling; 2) determine ways in which models are developed; 3) establish how model quality is assessed; and 4) provide a list of publically available PBPK models for sensitive P450 and transporter substrates as well as selective inhibitors and inducers. PubMed searches were conducted using the terms “PBPK” and “physiologically based pharmacokinetic model” to collect published models. Only papers on PBPK modeling of pharmaceutical agents in humans published in English between 2008 and May 2015 were reviewed. A total of 366 PBPK-related articles met the search criteria, with the number of articles published per year rising steadily. Published models were most commonly used for drug-drug interaction predictions (28%), followed by interindividual variability and general clinical pharmacokinetic predictions (23%), formulation or absorption modeling (12%), and predicting age-related changes in pharmacokinetics and disposition (10%). In total, 106 models of sensitive substrates, inhibitors, and inducers were identified. An in-depth analysis of the model development and verification revealed a lack of consistency in model development and quality assessment practices, demonstrating a need for development of best-practice guidelines.
机译:药物处置的建模和仿真已成为药物开发,临床研究设计和法规审查的重要工具,并且近年来基于生理的药代动力学(PBPK)建模相关出版物和法规提交的数量急剧增加。但是,研究人员对PBPK模型的使用范围以及模型的公共可用性尚未得到系统的评估。这篇综述评估了与PBPK相关的出版物,以:1)确定PBPK建模的常见应用; 2)确定开发模型的方式; 3)建立如何评估模型质量;和4)提供敏感P450和转运蛋白底物以及选择性抑制剂和诱导剂的公开可用PBPK模型列表。使用术语“ PBPK”和“基于生理的药代动力学模型”进行PubMed搜索,以收集已发表的模型。仅审查了2008年至2015年5月之间以英文发表的有关人类药物制剂PBPK建模的论文。共有366篇与PBPK相关的文章符合搜索条件,并且每年发表的文章数量稳定增长。已发布的模型最常用于药物相互作用预测(28%),其次是个体间差异和一般临床药代动力学预测(23%),制剂或吸收模型(12%)以及预测与年龄有关的药代动力学和性状变化(10%)。总共确定了106种敏感底物,抑制剂和诱导剂的模型。对模型开发和验证的深入分析表明,在模型开发和质量评估实践中缺乏一致性,这表明需要制定最佳实践准则。

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