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将受体理论纳入基于机制的药代动力学-药效学(PK-PD)建模。

Incorporating receptor theory in mechanism-based pharmacokinetic-pharmacodynamic (PK-PD) modeling.

作者信息

Ploeger Bart A, van der Graaf Piet H, Danhof Meindert

机构信息

LAP&P Consultants BV, Leiden, The Netherlands.

出版信息

Drug Metab Pharmacokinet. 2009;24(1):3-15. doi: 10.2133/dmpk.24.3.

Abstract

Pharmacokinetic-Pharmacodynamic (PK-PD) modeling helps to better understand drug efficacy and safety and has, therefore, become a powerful tool in the learning-confirming cycles of drug-development. In translational drug research, mechanism-based PK-PD modeling has been recognized as a tool for bringing forward early insights in drug efficacy and safety into the clinical development. These models differ from descriptive PK-PD models in that they quantitatively characterize specific processes in the causal chain between drug administration and effect. This includes target site distribution, binding and activation, pharmacodynamic interactions, transduction and homeostatic feedback mechanisms. Compared to descriptive models mechanism-based PK-PD models that utilize receptor theory concepts for characterization of target binding and target activation processes have improved properties for extrapolation and prediction. In this respect, receptor theory constitutes the basis for 1) prediction of in vivo drug concentration-effect relationships and 2) characterization of target association-dissociation kinetics as determinants of hysteresis in the time course of the drug effect. This approach intrinsically distinguishes drug- and system specific parameters explicitly, allowing accurate extrapolation from in vitro to in vivo and across species. This review provides an overview of recent developments in incorporating receptor theory in PK-PD modeling with a specific focus on the identifiability of these models.

摘要

药代动力学-药效学(PK-PD)建模有助于更好地理解药物疗效和安全性,因此已成为药物研发学习-验证周期中的有力工具。在转化药物研究中,基于机制的PK-PD建模已被视为一种在临床开发中提前洞察药物疗效和安全性的工具。这些模型与描述性PK-PD模型的不同之处在于,它们定量地描述了药物给药与效应之间因果链中的特定过程。这包括靶点部位分布、结合与激活、药效学相互作用、转导和稳态反馈机制。与描述性模型相比,利用受体理论概念来表征靶点结合和靶点激活过程的基于机制的PK-PD模型具有更好的外推和预测特性。在这方面,受体理论构成了以下两方面的基础:1)预测体内药物浓度-效应关系;2)将靶点结合-解离动力学表征为药物效应时间过程中滞后现象的决定因素。这种方法本质上明确区分了药物和系统的特定参数,允许从体外到体内以及跨物种进行准确的外推。本综述概述了将受体理论纳入PK-PD建模的最新进展,特别关注这些模型的可识别性。

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