Physiologically-Based Pharmacokinetic Modeling of Total and Unbound Valproic Acid to Evaluate Dosing in Children With and Without Hypoalbuminemia.

IF 4.6 2区 医学 Q1 PHARMACOLOGY & PHARMACY Clinical Pharmacokinetics Pub Date : 2024-10-01 Epub Date: 2024-09-19 DOI:10.1007/s40262-024-01418-8
Eleni Karatza, Jaydeep Sinha, Patricia D Maglalang, Andrea Edginton, Daniel Gonzalez
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Abstract

Background and objective: Valproic acid (VPA) demonstrates nonlinear pharmacokinetics (PK) due to a capacity-limited protein binding, which has potential implications on its total and unbound plasma concentrations, especially during hypoalbuminemia. A physiologically based pharmacokinetic (PBPK) model was developed to assess the nonlinear dose-exposure relationship of VPA with special emphasis on pediatric patients with hypoalbuminemia.

Methods: A PBPK model was first developed and evaluated in adults using PK-Sim® and MoBi® (v.11) and the scaled to children 1 year and older. The capacity-limited protein binding was characterized by second-order kinetics between VPA and albumin with a 2:1 molar ratio. All drug-specific parameters were informed by literature and optimized using published PK data of VPA. PK simulations were performed in virtual populations with normal and low albumin levels.

Results: The reported concentration-time profiles of total and unbound VPA were adequately predicted by the PBPK model across the age and dose range (3-120 mg/kg). The model was able to characterize the nonlinear PK, as the concentration-dependent fraction unbound (fu) and the related dose-dependent clearance values were well predicted. Simulated steady-state trough concentrations of total VPA were less than dose-proportional and were within the therapeutic drug monitoring range of 50-100 mg/L for doses between 30 and 45 mg/kg per day in children with normal albumin concentrations. However, virtual children with hypoalbuminemia largely failed to achieve the target exposure.

Conclusion: The PBPK model helped assess the nonlinear dose-exposure relationship of VPA and the impact of albumin concentrations on the achievement of target exposure.

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基于生理学的总和未结合丙戊酸药代动力学模型,用于评估低白蛋白血症和无低白蛋白血症儿童的用药剂量。
背景和目的:丙戊酸(VPA)由于与蛋白质的结合能力有限而表现出非线性药代动力学(PK),这对其血浆总浓度和非结合浓度有潜在影响,尤其是在低白蛋白血症期间。我们建立了一个基于生理学的药代动力学(PBPK)模型,以评估 VPA 的非线性剂量-暴露关系,并特别关注患有低白蛋白血症的儿科患者:首先使用 PK-Sim® 和 MoBi® (v.11) 在成人中开发并评估了 PBPK 模型,然后将其按比例放大至 1 岁及以上儿童。VPA 与白蛋白的摩尔比为 2:1,二阶动力学表征了容量受限的蛋白质结合。所有药物特异性参数都参考了文献资料,并利用已发表的 VPA PK 数据进行了优化。在白蛋白水平正常和偏低的虚拟人群中进行了 PK 模拟:结果:PBPK 模型充分预测了总 VPA 和未结合 VPA 在不同年龄和剂量范围(3-120 毫克/千克)内的浓度-时间曲线。该模型能够描述非线性 PK 的特征,因为与浓度相关的非结合率(fu)和与剂量相关的清除率值都得到了很好的预测。在白蛋白浓度正常的儿童中,总 VPA 的模拟稳态谷浓度低于剂量比例,在每天 30 至 45 毫克/千克的剂量范围内,总 VPA 的模拟稳态谷浓度在 50 至 100 毫克/升的治疗药物监测范围内。然而,患有低白蛋白血症的虚拟儿童在很大程度上达不到目标暴露量:PBPK模型有助于评估VPA的非线性剂量-暴露关系以及白蛋白浓度对达到目标暴露量的影响。
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
8.80
自引率
4.40%
发文量
86
审稿时长
6-12 weeks
期刊介绍: Clinical Pharmacokinetics promotes the continuing development of clinical pharmacokinetics and pharmacodynamics for the improvement of drug therapy, and for furthering postgraduate education in clinical pharmacology and therapeutics. Pharmacokinetics, the study of drug disposition in the body, is an integral part of drug development and rational use. Knowledge and application of pharmacokinetic principles leads to accelerated drug development, cost effective drug use and a reduced frequency of adverse effects and drug interactions.
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