France Nicholas P, Della Pasqua Oscar
Medicines Discovery and Development, GlaxoSmithKline, Uxbridge, UK.
Br J Clin Pharmacol. 2015 Jan;79(1):117-31. doi: 10.1111/bcp.12443.
Population pharmacokinetic and pharmacokinetic-pharmacodynamic (PKPD) modelling has been widely used in clinical research. Yet, its application in the evaluation of cardiovascular safety remains limited, particularly in the evaluation of pro-arrhythmic effects. Here we discuss the advantages of disadvantages of population PKPD modelling and simulation, a paradigm built around the knowledge of the concentration-effect relationship as the basis for decision making in drug development and its utility as a guide to drug safety. A wide-ranging review of the literature was performed on the experimental protocols currently used to characterize the potential for QT interval prolongation, both pre-clinically and clinically. Focus was given to the role of modelling and simulation for design optimization and subsequent analysis and interpretation of the data, discriminating drug from system specific properties. Cardiovascular safety remains one of the major sources of attrition in drug development with stringent regulatory requirements. However, despite the myriad of tests, data are not integrated systematically to ensure accurate translation of the observed drug effects in clinically relevant conditions. The thorough QT study addresses a critical regulatory question but does not necessarily reflect knowledge of the underlying pharmacology and has limitations in its ability to address fundamental clinical questions. It is also prone to issues of multiplicity. Population approaches offer a paradigm for the evaluation of drug safety built around the knowledge of the concentration-effect relationship. It enables quantitative assessment of the probability of QTc interval prolongation in patients, providing better guidance to regulatory labelling and understanding of benefit/risk in specific populations.
群体药代动力学和药代动力学-药效学(PKPD)建模已在临床研究中广泛应用。然而,其在心血管安全性评估中的应用仍然有限,尤其是在评估致心律失常作用方面。在此,我们讨论群体PKPD建模与模拟的优缺点,这是一种围绕浓度-效应关系知识构建的范式,作为药物研发决策的基础及其作为药物安全性指南的效用。我们对目前用于在临床前和临床表征QT间期延长可能性的实验方案进行了广泛的文献综述。重点关注建模与模拟在设计优化以及后续数据分析与解释中的作用,区分药物与系统特异性属性。心血管安全性仍然是药物研发中主要的淘汰原因之一,监管要求严格。然而,尽管有大量测试,但数据并未系统整合以确保在临床相关情况下准确转化观察到的药物效应。全面的QT研究解决了一个关键的监管问题,但不一定反映潜在药理学知识,并且在解决基本临床问题的能力方面存在局限性。它也容易出现多重性问题。群体方法提供了一种围绕浓度-效应关系知识构建的药物安全性评估范式。它能够定量评估患者QTc间期延长的概率,为监管标签提供更好的指导,并有助于理解特定人群的获益/风险。