Flinders University and Flinders Medical Centre, Flinders Drive, Adelaide, South Australia, Australia.
Eur J Clin Pharmacol. 2009 Dec;65(12):1203-10. doi: 10.1007/s00228-009-0703-y.
To assess the inter-individual variability in phenytoin (PHT) clearance predicted from in vitro kinetic data.
The Simcyp Population-based ADME Simulator was used to predict the clearance of PHT from reported in vitro kinetic data generated in the absence or presence of albumin. Liver intrinsic clearance (CLint.liver) was calculated from pharmacokinetic studies and compared to the time-averaged liver intrinsic clearance (CLint.liver.0–96 hr) of the simulations. Trough PHT concentrations at steady-state were collated from a therapeutic drug monitoring service, and data from the patient cohort were compared with the results from the virtual population.
Simulations of PHT clearance were most accurate when based on ‘albumin-adjusted’ in vitro kinetic data, and they identified inter-individual variability outside the reported range of pharmacokinetic studies in healthy volunteers (CLint.liver = 4.6–22.5 L h−1 vs. CLint.liver.0–96 hr = 2.4–40.1 L h−1). Cumulative frequency plots of trough PHT concentration at steady-state were comparable between the patient cohort and the virtual population.
Mechanistic modelling and simulation allow inter-individual variability in clearance to be considered during in vitro–in vivo extrapolation, and this approach may offer a superior indication of variability and covariates in the clinic than that provided by small pharmacokinetic studies.
评估从体外动力学数据预测苯妥英(PHT)清除率的个体间变异性。
使用 Simcyp 基于人群的 ADME 模拟器,根据无白蛋白或存在白蛋白时产生的报告体外动力学数据来预测 PHT 的清除率。肝内清除率(CLint.liver)根据药代动力学研究进行计算,并与模拟的时间平均肝内清除率(CLint.liver.0–96 小时)进行比较。稳态时的 PHT 谷浓度从治疗药物监测服务中收集,并将患者队列的数据与虚拟人群的结果进行比较。
当基于“白蛋白校正”的体外动力学数据进行 PHT 清除率模拟时,结果最准确,并且它们在健康志愿者的药代动力学研究报告范围之外确定了个体间的变异性(CLint.liver=4.6-22.5 L h-1 与 CLint.liver.0–96 小时=2.4-40.1 L h-1)。稳态时的 PHT 谷浓度累积频率图在患者队列和虚拟人群之间具有可比性。
基于机制的建模和模拟允许在体外-体内外推过程中考虑清除率的个体间变异性,与小型药代动力学研究提供的变异性和协变量的指示相比,这种方法在临床中可能提供更好的指示。