School of Pharmacy, Fujian Medical University, Fuzhou, Fujian, China.
Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, Fujian, China.
J Antimicrob Chemother. 2024 Sep 3;79(9):2379-2389. doi: 10.1093/jac/dkae240.
To recommend precision dosing and improve therapeutic efficacy against invasive fungal disease, a physiologically based pharmacokinetic model (PBPK) of oral isavuconazole (ISA) was established and used to explore its disposition across populations in different physiological and pathological states.
Twenty-five pharmacokinetic (PK) studies of oral ISA were identified through a systematic search of PubMed. Concentration-time data were extracted using WebPlotDigitizer. Physiochemical parameters were obtained from published literature and DrugBank. Model development and simulation used the Simcyp population-based simulator, and visual predictive check and predictive error were used for the model evaluation. Probability of target attainment and the cumulative fraction of response analyses were performed for dose optimization.
The developed PBPK model was successfully validated in different populations. Most predicted concentration-time points aligned with the observed data, with acceptable predictive errors for the critical parameters. We predicted the PK profiles and parameters of ISA in a population with severe hepatic impairment (HI), a population with obesity and paediatric patients aged 1 to less than 6 years old. The probability of target attainment and cumulative fraction of response analyses indicated that the population with severe HI should have half the maintenance dose. The population with obesity and population with severe HI should have a loading dose of 300 mg every 8 h for 2 days. For paediatric patients aged 1 to less than 6 years old, a weight-based dosing regimen (5.38 mg/kg) of ISA was suggested.
The predicted value aligns with observations, suggesting ISA's potential predictability in PK profiles for other populations. The recommended dosing regimens increase our understanding of the use of ISA in special populations.
为了实现精准给药并提高抗侵袭性真菌病的疗效,建立了口服伊沙康唑(ISA)的生理基于药代动力学模型(PBPK),并用于探索其在不同生理和病理状态下的人群分布。
通过系统搜索 PubMed 确定了 25 项口服 ISA 的药代动力学(PK)研究。使用 WebPlotDigitizer 提取浓度-时间数据。生理化学参数从已发表的文献和 DrugBank 中获得。模型开发和模拟使用了 Simcyp 基于人群的模拟器,使用视觉预测检查和预测误差来评估模型。进行了剂量优化的目标达成概率和累积反应分数分析。
所开发的 PBPK 模型在不同人群中成功得到验证。大多数预测的浓度-时间点与观察数据一致,关键参数的预测误差可接受。我们预测了严重肝损伤(HI)人群、肥胖人群和 1 岁至 6 岁以下儿科患者的 ISA PK 谱和参数。目标达成概率和累积反应分数分析表明,严重 HI 人群应将维持剂量减半。肥胖人群和严重 HI 人群应每 8 小时给予 300mg 的负荷剂量,持续 2 天。对于 1 岁至 6 岁以下的儿科患者,建议采用基于体重的 ISA 给药方案(5.38mg/kg)。
预测值与观察值一致,表明 ISA 在其他人群的 PK 谱中具有潜在的可预测性。推荐的给药方案增加了我们对 ISA 在特殊人群中使用的理解。