Revisiting acyclovir dosing for viral encephalitis using a Bayesian PBPK modeling approach

加药 基于生理学的药代动力学模型 贝叶斯概率 病毒性脑炎 医学 病毒学 计算机科学 药理学 脑炎 药代动力学 人工智能 病毒
作者
Ming Sun,Martijn L. Manson,Anne‐Grete Märtson,Jacob Bodilsen,Elizabeth C. M. de Lange,Tingjie Guo
出处
期刊:Cold Spring Harbor Laboratory - medRxiv
标识
DOI:10.1101/2024.08.25.24312421
摘要

Abstract Acyclovir is a primary treatment for central nervous system (CNS) infections caused by herpes simplex virus (HSV) and varicella-zoster virus (VZV). However, patient outcomes remain suboptimal with high mortality and morbidity, following current dosing guidelines. Given the lack of alternative therapies, there is a pressing need to optimize acyclovir dosing, especially since initial regimens were developed in the 1980s with incomplete pharmacokinetic data in the CNS. This study aimed to evaluate both current and alternative acyclovir dosing regimens using a full Bayesian physiologically-based pharmacokinetic (PBPK) model tailored for viral encephalitis. We developed a CNS PBPK model to simulate acyclovir concentrations in plasma, brain extracellular fluid (ECF), and subarachnoid space (SAS). Drug efficacy was assessed using two pharmacokinetic targets, 50% f T>IC 50 and C min >IC 50 , with a safety threshold set at 25 mg/L in plasma. The standard dosing regimen (10 mg/kg TID) yielded sufficient acyclovir exposure in plasma, brain extracellular fluid (ECF), and subarachnoid space (SAS) compartments based on the 50% f T>IC 50 target. However, it did not consistently meet the C min >IC 50 target, indicating potential suboptimal exposure in these compartments when evaluated against this criterion. Notably, a higher probability of target attainment (PTA) was generally observed in the brain ECF and SAS compared to plasma. Increasing the dosing frequency to QID improved target attainment but exceeded the toxicity threshold at 20 mg/kg. Our findings suggest that a dosing regimen of 10 mg/kg or 15 mg/kg QID may offer a more effective and safer approach for managing CNS infections compared to the other tested alternative dosing regimens.

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