Centre for Applied Pharmacokinetic Research, University of Manchester, Manchester, UK.
Clinical Pharmacy Department, Faculty of Pharmacy, Tanta University, Tanta, Egypt.
Biopharm Drug Dispos. 2021 Apr;42(4):107-117. doi: 10.1002/bdd.2257. Epub 2021 Jan 17.
We assess the advancement of physiologically based pharmacokinetic (PBPK) modeling and simulation (M&S) over the last 20 years (start of 2000 to end of 2019) focusing on the trends in each decade with the relative contributions from different organizations, areas of applications, and software tools used. Unlike many of the previous publications which focused on regulatory applications, our analysis is based on PBPK publications in peer-reviewed journals based on a large sample (>700 original articles). We estimated a rate of growth for PBPK (>40 fold/20 years) that was much steeper than the general pharmacokinetic modeling (<3 fold/20 years) or overall scientific publications (∼3 fold/20 years). The analyses demonstrated that contrary to commonly held belief, commercial specialized PBPK platforms with graphical-user interface were a much more popular choice than open-source alternatives even within academic organizations. These platforms constituted 81% of the whole set of the sample we assessed. The major PBPK applications (top 3) were associated with the study design, predicting formulation effects, and metabolic drug-drug interactions, while studying the fate of drugs in special populations, predicting kinetics in early drug development, and investigating transporter drug interactions have increased proportionally over the last decade. The proportions of application areas based on published research were distinctively different from those shown previously for the regulatory submissions and impact on labels. This may demonstrate the lag time between the research applications versus verified usage within the regulatory framework. The report showed the trend of overall PBPK publications in pharmacology drug development from the past 2 decades stratified by the organizations involved, software used, and area of applications. The analysis showed a more rapid increase in PBPK than that of the pharmacokinetic space itself with an equal contribution from academia and industry. By establishing and recording the journey of PBPK modeling in the past and looking at its current status, the analysis can be used for devising plans based on the anticipated trajectory of future regulatory applications.
我们评估了过去 20 年(2000 年初至 2019 年底)生理药代动力学(PBPK)建模和模拟(M&S)的进展,重点关注每个十年的趋势,以及不同组织、应用领域和使用的软件工具的相对贡献。与许多之前关注监管应用的出版物不同,我们的分析基于同行评审期刊上的 PBPK 出版物,样本量较大(>700 篇原始文章)。我们估计 PBPK 的增长率(>40 倍/20 年)比一般药代动力学建模(<3 倍/20 年)或整体科学出版物(~3 倍/20 年)要陡峭得多。分析表明,与普遍看法相反,即使在学术组织中,具有图形用户界面的商业专用 PBPK 平台也比开源替代品更受欢迎。这些平台构成了我们评估的整个样本集的 81%。主要的 PBPK 应用(前 3 名)与研究设计、预测制剂效应和代谢药物相互作用有关,而研究特殊人群中药物的命运、预测早期药物开发中的动力学以及研究转运体药物相互作用在过去十年中呈比例增加。基于已发表研究的应用领域的比例与之前监管提交和对标签的影响显示的比例明显不同。这可能表明研究应用与监管框架内的验证使用之间存在滞后时间。该报告展示了过去 20 年药理学药物开发中整体 PBPK 出版物的趋势,按参与的组织、使用的软件和应用领域进行了划分。分析表明,PBPK 的增长速度比药代动力学本身更快,学术界和工业界的贡献相等。通过建立和记录过去 PBPK 建模的历程,并查看其当前状态,可以根据未来监管应用的预期轨迹来制定计划。