Division of Infectious Diseases and Hospital Epidemiology, Departments of Medicine and Clinical Research, University Hospital Basel, Basel, Switzerland.
Faculty of Medicine, University of Basel, Basel, Switzerland.
CPT Pharmacometrics Syst Pharmacol. 2024 May;13(5):781-794. doi: 10.1002/psp4.13118. Epub 2024 Mar 1.
There is growing interest in the use of long-acting (LA) injectable drugs to improve treatment adherence. However, their long elimination half-life complicates the conduct of clinical trials. Physiologically-based pharmacokinetic (PBPK) modeling is a mathematical tool that allows to simulate unknown clinical scenarios for LA formulations. Thus, this work aimed to develop and verify a mechanistic intramuscular PBPK model. The framework describing the release of a LA drug from the depot was developed by including both the physiology of the injection site and the physicochemical properties of the drug. The framework was coded in Matlab® 2020a and implemented in our existing PBPK model for the verification step using clinical data for LA cabotegravir, rilpivirine, and paliperidone. The model was considered verified when the simulations were within twofold of observed data. Furthermore, a local sensitivity analysis was conducted to assess the impact of various factors relevant for the drug release from the depot on pharmacokinetics. The PBPK model was successfully verified since all predictions were within twofold of observed clinical data. Peak concentration, area under the concentration-time curve, and trough concentration were sensitive to media viscosity, drug solubility, drug density, and diffusion layer thickness. Additionally, inflammation was shown to impact the drug release from the depot. The developed framework correctly described the release and the drug disposition of LA formulations upon intramuscular administration. It can be implemented in PBPK models to address pharmacological questions related to the use of LA formulations.
人们对使用长效(LA)注射药物来提高治疗依从性越来越感兴趣。然而,它们的长消除半衰期使临床试验的开展变得复杂。基于生理的药代动力学(PBPK)建模是一种数学工具,可用于模拟 LA 制剂未知的临床情况。因此,这项工作旨在开发和验证一种肌肉内 PBPK 模型。该框架通过包括注射部位的生理学和药物的物理化学特性,描述了 LA 药物从储库中的释放。该框架用 Matlab® 2020a 编写,并在我们现有的 PBPK 模型中实现,以使用 LA 卡替拉韦、利匹韦林和帕利哌酮的临床数据进行验证步骤。当模拟值在观察到的数据的两倍以内时,模型被认为是经过验证的。此外,还进行了局部敏感性分析,以评估与储库中药物释放相关的各种因素对药代动力学的影响。由于所有预测都在观察到的临床数据的两倍以内,因此 PBPK 模型成功得到验证。峰浓度、浓度-时间曲线下面积和谷浓度对介质粘度、药物溶解度、药物密度和扩散层厚度敏感。此外,炎症被证明会影响药物从储库中的释放。所开发的框架正确描述了 LA 制剂肌肉内给药后的释放和药物处置。它可以在 PBPK 模型中实现,以解决与 LA 制剂使用相关的药理学问题。