Model-Informed Drug Development of a Sustained Release Formulation of Flucytosine in the Treatment of Cryptococcal Meningitis: A Case Study Using Physiologically Based Pharmacokinetic Modeling

IF 3.1 3区 医学 Q2 PHARMACOLOGY & PHARMACY
Johanna Eriksson, Erik Sjögren, Jean-Yves Gillon, Henri Caplain, Vishal Goyal, Vijay Satam, Stephen Robinson, Isabela Ribeiro, Marylore Chenel
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Abstract

This paper presents a case study demonstrating the application of model-informed drug development (MIDD) and early modeling integration in the development of a sustained release (SR) formulation of flucytosine for cryptococcal meningoencephalitis (CM) in HIV-infected patients. The study aimed to showcase the value of physiologically based pharmacokinetic (PBPK) modeling and physiologically based biopharmaceutics modeling (PBBM) in guiding decisions and optimizing therapeutic strategies throughout drug development. The MIDD strategy started with a PBPK model based on limited literature data, iteratively refined informed by data from two Phase 1 clinical studies with various flucytosine formulations under different prandial conditions in healthy participants, enhancing model reliability. The PBPK/PBBM model played a substantial role in guiding SR prototype formulation design, dose selection for studies in healthy participants, and dosage determination for an upcoming Phase 2 clinical study in patients, with a focus on low-weight patients. The flexibility of MIDD allowed quick assessments of ancillary questions during the program. Ad hoc simulations evaluated strategies such as adding a loading dose for SR treatment and assessing drug exposure in unconscious patients, contributing to optimized therapeutic approaches. In conclusion, this case study emphasizes the benefits of MIDD and early model integration in drug development. PBPK/PBBM modeling facilitated informed decisions, leading to successful design and dosing of an SR flucytosine formulation for CM treatment. Continuous knowledge integration within MIDD ensured model adaptability and reliability, demonstrating its value in addressing evolving challenges and optimizing therapeutic outcomes.

Abstract Image

基于模型的氟胞嘧啶缓释制剂治疗隐球菌性脑膜炎的药物开发:使用基于生理学的药代动力学建模的案例研究。
本文介绍了一个案例研究,展示了模型知情药物开发(MIDD)和早期建模集成在开发一种用于hiv感染患者隐球菌性脑膜脑炎(CM)的氟胞嘧啶缓释(SR)制剂中的应用。该研究旨在展示基于生理的药代动力学(PBPK)建模和基于生理的生物药剂学建模(PBBM)在药物开发过程中指导决策和优化治疗策略的价值。MIDD策略从基于有限文献数据的PBPK模型开始,并根据健康参与者在不同膳食条件下使用不同氟胞嘧啶配方的两项1期临床研究的数据进行迭代完善,以提高模型的可靠性。PBPK/PBBM模型在指导SR原型配方设计、健康参与者研究的剂量选择以及即将进行的以低体重患者为重点的患者2期临床研究的剂量确定方面发挥了重要作用。MIDD的灵活性允许在课程期间快速评估辅助问题。特设模拟评估了诸如增加SR治疗的负荷剂量和评估无意识患者的药物暴露等策略,有助于优化治疗方法。总之,本案例研究强调了MIDD和早期模型集成在药物开发中的好处。PBPK/PBBM模型促进了明智的决策,导致成功设计和剂量SR氟胞嘧啶配方治疗CM。MIDD中的持续知识集成确保了模型的适应性和可靠性,证明了其在应对不断变化的挑战和优化治疗结果方面的价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.00
自引率
11.40%
发文量
146
审稿时长
8 weeks
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