Teixeira-da-Silva Paulo, Pérez-Blanco Jonás Samuel, Santos-Buelga Dolores, Otero María José, García María José
Pharmaceutical Sciences Department, Universidad de Salamanca, 37007 Salamanca, Spain.
Institute of Biomedical Research of Salamanca (IBSAL), 37007 Salamanca, Spain.
Pharmaceutics. 2022 Apr 7;14(4):811. doi: 10.3390/pharmaceutics14040811.
(1) Background: The aim of this study was to explore the valproic acid (VPA) pharmacokinetic characteristics in a large population of pediatric and adult Caucasian patients and to establish a robust population pharmacokinetic (PopPK) model. (2) Methods: A total of 2527 serum VPA samples collected from 1204 patients included in a therapeutic drug monitoring program were retrospectively analyzed. Patients were randomly assigned to either a model development group or an external evaluation group. PopPK analysis was performed on 1751 samples from 776 patients with NONMEM using a nonlinear mixed-effect modelling approach. The influence of demographic, anthropometric, treatment and comedication variables on the apparent clearance (CL/F) of VPA was studied. The bootstrap method was used to evaluate the final model internally. External evaluation was carried out using 776 VPA serum samples from 368 patients. (3) Results: A one-compartment model with first-order absorption and elimination successfully described the data. The final model included total body weight, age and comedication with phenytoin, phenobarbital and carbamazepine with a significant impact on VPA elimination. Internal and external evaluations demonstrated the good predictability of the model. (4) Conclusions: A PopPK model of VPA in Caucasian patients was successfully established, which will be helpful for model-informed precision dosing approaches in clinical patient care.
(1) 背景:本研究旨在探讨丙戊酸(VPA)在大量儿科和成年白种人患者中的药代动力学特征,并建立一个可靠的群体药代动力学(PopPK)模型。(2) 方法:对从1204例纳入治疗药物监测项目的患者中收集的2527份血清VPA样本进行回顾性分析。患者被随机分配到模型开发组或外部评估组。使用非线性混合效应建模方法,对来自776例患者的1751份样本进行PopPK分析。研究了人口统计学、人体测量学、治疗和合并用药变量对VPA表观清除率(CL/F)的影响。采用自举法对最终模型进行内部评估。使用来自368例患者的776份VPA血清样本进行外部评估。(3) 结果:一个具有一级吸收和消除的单室模型成功地描述了数据。最终模型包括总体重、年龄以及与苯妥英、苯巴比妥和卡马西平的合并用药,这些因素对VPA消除有显著影响。内部和外部评估均表明该模型具有良好预测性。(4) 结论:成功建立了白种人患者VPA的PopPK模型,这将有助于在临床患者护理中采用模型指导的精准给药方法。