Williamson Beth, Riley Robert J
a Drug Metabolism and Pharmacokinetics , Evotec , Abingdon , UK.
Expert Opin Drug Metab Toxicol. 2017 Dec;13(12):1237-1250. doi: 10.1080/17425255.2017.1404028. Epub 2017 Nov 23.
Drug-drug interactions (DDIs) continue to account for 5% of hospital admissions and therefore remain a major regulatory concern. Effective, quantitative prediction of DDIs will reduce unexpected clinical findings and encourage projects to frontload DDI investigations rather than concentrating on risk management ('manage the baggage') later in drug development. A key challenge in DDI prediction is the discrepancies between reported models. Areas covered: The current synopsis focuses on four recent influential publications on hepatic drug transporter DDIs using static models that tackle interactions with individual transporters and in combination with other drug transporters and metabolising enzymes. These models vary in their assumptions (including input parameters), transparency, reproducibility and complexity. In this review, these facets are compared and contrasted with recommendations made as to their application. Expert opinion: Over the past decade, static models have evolved from simple [I]/k models to incorporate victim and perpetrator disposition mechanisms including the absorption rate constant, the fraction of the drug metabolised/eliminated and/or clearance concepts. Nonetheless, models that comprise additional parameters and complexity do not necessarily out-perform simpler models with fewer inputs. Further, consideration of the property space to exploit some drug target classes has also highlighted the fine balance required between frontloading and back-loading studies to design out or 'manage the baggage'.
药物相互作用(DDIs)持续导致5%的住院病例,因此仍然是监管部门主要关注的问题。对药物相互作用进行有效、定量的预测将减少意外的临床发现,并鼓励项目在药物研发早期就开展药物相互作用研究,而不是在后期专注于风险管理(“处理遗留问题”)。药物相互作用预测的一个关键挑战是已报道模型之间存在差异。涵盖领域:本综述聚焦于最近四篇关于肝药物转运体药物相互作用的有影响力的出版物,这些研究使用了静态模型来处理与单个转运体的相互作用,以及与其他药物转运体和代谢酶的联合作用。这些模型在假设(包括输入参数)、透明度、可重复性和复杂性方面各不相同。在本综述中,将对这些方面进行比较和对比,并给出关于其应用的建议。专家观点:在过去十年中,静态模型已从简单的[I]/k模型发展到纳入受害者和肇事者处置机制,包括吸收速率常数、药物代谢/消除的分数和/或清除概念。然而,包含更多参数和更高复杂性的模型不一定比输入较少的简单模型表现更好。此外,对利用某些药物靶点类别的性质空间的考虑也凸显了在前期和后期研究之间取得精细平衡的必要性,以便设计出或“处理遗留问题”。