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基于生理药代动力学建模和模拟的应用、挑战与展望:监管、工业和学术视角。

Applications, Challenges, and Outlook for PBPK Modeling and Simulation: A Regulatory, Industrial and Academic Perspective.

机构信息

Clinical Pharmacology & Pharmacometrics, Janssen Research and Development, Raritan, New Jersey, 08869, USA.

Department of Drug Metabolism and Pharmacokinetics, Genentech Inc., CA, South San Francisco, USA.

出版信息

Pharm Res. 2022 Aug;39(8):1701-1731. doi: 10.1007/s11095-022-03274-2. Epub 2022 May 13.

Abstract

Several regulatory guidances on the use of physiologically based pharmacokinetic (PBPK) analyses and physiologically based biopharmaceutics model(s) (PBBM(s)) have been issued. Workshops are routinely held, demonstrating substantial interest in applying these modeling approaches to address scientific questions in drug development. PBPK models and PBBMs have remarkably contributed to model-informed drug development (MIDD) such as anticipating clinical PK outcomes affected by extrinsic and intrinsic factors in general and specific populations. In this review, we proposed practical considerations for a "base" PBPK model construction and development, summarized current status, challenges including model validation and gaps in system models, and future perspectives in PBPK evaluation to assess a) drug metabolizing enzyme(s)- or drug transporter(s)- mediated drug-drug interactions b) dosing regimen prediction, sampling timepoint selection and dose validation in pediatric patients from newborns to adolescents, c) drug exposure in patients with renal and/or and hepatic organ impairment, d) maternal-fetal drug disposition during pregnancy, and e) pH-mediated drug-drug interactions in patients treated with proton pump inhibitors/acid-reducing agents (PPIs/ARAs) intended for gastric protection. Since PBPK can simulate outcomes in clinical studies with enrollment challenges or ethical issues, the impact of PBPK models on waivers and how to strengthen study waiver is discussed.

摘要

已经发布了几份关于生理药代动力学(PBPK)分析和生理基于生物药剂学模型(PBBM)使用的监管指南。定期举办研讨会,展示了对应用这些建模方法解决药物开发中科学问题的浓厚兴趣。PBPK 模型和 PBBM 为模型指导药物开发(MIDD)做出了显著贡献,例如预测受一般和特定人群中外在和内在因素影响的临床 PK 结果。在这篇综述中,我们提出了构建和开发“基础”PBPK 模型的实际注意事项,总结了当前的现状、挑战,包括模型验证和系统模型中的差距,以及 PBPK 评估的未来展望,以评估 a)药物代谢酶或药物转运体介导的药物相互作用 b)儿科患者(从新生儿到青少年)的给药方案预测、采样时间点选择和剂量验证 c)肾功能和/或肝功能受损患者的药物暴露 d)妊娠期间母体-胎儿药物处置,以及 e)接受质子泵抑制剂/酸减少剂(PPIs/ARAs)用于胃保护的患者中 pH 介导的药物相互作用。由于 PBPK 可以模拟具有入组挑战或伦理问题的临床研究中的结果,因此讨论了 PBPK 模型对豁免的影响以及如何加强研究豁免。

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