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左乙拉西坦群体药代动力学模型在儿童人群中的预测性能和给药方案评估。

Predictive Performance of Population Pharmacokinetic Models of Levetiracetam in Children and Evaluation of Dosing Regimen.

机构信息

Service de Pharmacologie Clinique, Hôpital Cochin, APHP, Paris, France.

Réanimation néonatale et néonatologie, Centre Hospitalier Intercommunal de Créteil, Créteil, France.

出版信息

J Clin Pharmacol. 2021 Oct;61(10):1366-1375. doi: 10.1002/jcph.1910. Epub 2021 Jun 12.

DOI:10.1002/jcph.1910
PMID:33997989
Abstract

Levetiracetam is a broad-spectrum antiepileptic drug that exhibits high interindividual variability in serum concentrations in children. A population pharmacokinetic approach can be used to explain this variability and optimize dosing schemes. The objectives are to identify the best predictive population pharmacokinetic model for children and to evaluate recommended doses using simulations and Bayesian forecasting. A validation cohort included children treated with levetiracetam who had a serum drug concentration assayed during therapeutic drug monitoring. We assessed the predictive performance of all the population pharmacokinetic models published in the literature using mean prediction errors, root mean squared errors, and visual predictive checks. A population model was finally constructed on the data, and dose simulations were performed to evaluate doses. We included 267 levetiracetam concentrations ranging from 2 to 69 mg/L from 194 children in the validation cohort. Six published models were externally evaluated. Most of the models underestimated the variability of our population. A 1-compartment model with first-order absorption and elimination with allometric scaling was finally fitted on our data. In our cohort, 57% of patients had a trough concentration <12 mg/L and 12% <5 mg/L. To reach a trough concentration >5 mg/L, doses ≥30 mg/kg/d for patients ≤50 kg and ≥2000 mg/d for patients >50 kg are required. In our population, a high percentage of children had low trough concentrations. Our population pharmacokinetic model could be used for therapeutic drug monitoring of levetiracetam in children.

摘要

左乙拉西坦是一种广谱抗癫痫药物,在儿童中的血清浓度个体间差异很大。群体药代动力学方法可用于解释这种变异性,并优化给药方案。目的是确定用于儿童的最佳预测群体药代动力学模型,并通过模拟和贝叶斯预测来评估推荐剂量。验证队列包括接受左乙拉西坦治疗且在治疗药物监测期间进行血清药物浓度检测的儿童。我们使用平均预测误差、均方根误差和可视化预测检查评估了所有已发表的群体药代动力学模型在文献中的预测性能。最终在数据上构建了一个群体模型,并进行剂量模拟以评估剂量。我们纳入了验证队列中 194 名儿童的 267 个左乙拉西坦浓度,范围为 2 至 69mg/L。对 6 个已发表的模型进行了外部评估。大多数模型低估了我们人群的变异性。最终,在我们的数据上拟合了一个具有一级吸收和消除的一室模型,以及按比例缩放。在我们的队列中,57%的患者谷浓度<12mg/L,12%<5mg/L。为了达到>5mg/L 的谷浓度,对于≤50kg 的患者,需要剂量≥30mg/kg/d,对于>50kg 的患者,需要剂量≥2000mg/d。在我们的人群中,很大比例的儿童谷浓度较低。我们的群体药代动力学模型可用于儿童左乙拉西坦的治疗药物监测。

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引用本文的文献

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J Pediatr Pharmacol Ther. 2025 Apr;30(2):170-181. doi: 10.5863/1551-6776-30.2.170. Epub 2025 Apr 14.
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Application of Physiologically Based Pharmacokinetic Modeling to Characterize the Effects of Age and Obesity on the Disposition of Levetiracetam in the Pediatric Population.应用生理药代动力学模型描述年龄和肥胖对儿童人群左乙拉西坦体内处置的影响。
Clin Pharmacokinet. 2024 Jun;63(6):885-899. doi: 10.1007/s40262-024-01367-2. Epub 2024 May 30.
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Sources of pharmacokinetic and pharmacodynamic variability and clinical pharmacology studies of antiseizure medications in the pediatric population.
儿科人群中抗癫痫药物的药代动力学和药效学变异性来源及临床药理学研究
Clin Transl Sci. 2024 Apr;17(4):e13793. doi: 10.1111/cts.13793.