Early Development, New Technology, Astellas Pharma Inc, Northbrook, IL, USA.
Quantitative Pharmacology & Pharmacometrics, Merck & Co. Inc, West Point, PA, USA.
J Pharmacokinet Pharmacodyn. 2024 Oct;51(5):557-562. doi: 10.1007/s10928-024-09943-6. Epub 2024 Oct 10.
Development of a Quantitative Systems Pharmacology (QSP) model is a long process with many iterative steps. Lack of standard practices for publishing QSP models has resulted in limited model reproducibility within the field. Multiple studies have identified that model reproducibility is a large challenge, especially for QSP models. This work aimed to investigate the causes of QSP model reproducibility issues and suggest standard practices as a potential solution to ensure QSP models are reproducible. In addition, a protocol is suggested as a guidance towards better publication strategy across journals, hoping to enable QSP knowledge preservation.
定量系统药理学(QSP)模型的开发是一个漫长的过程,具有许多迭代步骤。由于缺乏发布 QSP 模型的标准实践,导致该领域的模型可重复性有限。多项研究表明,模型的可重复性是一个巨大的挑战,特别是对于 QSP 模型。本工作旨在探讨 QSP 模型可重复性问题的原因,并提出标准实践作为确保 QSP 模型可重复的潜在解决方案。此外,还提出了一项方案作为跨期刊更好的出版策略的指导,希望能够实现 QSP 知识的保存。