Development and validation of a population pharmacokinetic model for lacosamide in adult patients with epilepsy to inform precision dosing.

IF 2.7 3区 医学 Q2 PHARMACOLOGY & PHARMACY
Lingyan Yu, Fengqian Mao, Shunan Chen, Kangzhen Yu, Yani Hu, Jie Chen, Wei Hu, Zhenwei Yu, Haibin Dai
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Abstract

BACKGROUND: Lacosamide is a third-generation antiseizure medication that reduces seizures by promoting slow inactivation of voltage-gated sodium channels. There are significant interindividual differences in the pharmacokinetics of this drug. The aim of this study was to explore the pharmacokinetic characteristics of lacosamide in adult patients with epilepsy and to develop a robust population pharmacokinetic model. METHODS: Retrospective data from adult epilepsy patients receiving lacosamide treatment and therapeutic drug monitoring were collected. The population pharmacokinetic model was developed via a nonlinear mixed effects modeling approach. Goodness-of-fit plots (GOF), bootstrap analyses and numerical predictive checks were used to evaluate the final model. RESULTS: A total of 294 plasma concentrations from 180 patients were included. A one-compartment model with first-order absorption and elimination was employed. In the final population pharmacokinetic model for lacosamide, concomitant use of carbamazepine (CBZ), sex and creatine clearance (CLCR) were covariates of drug clearance (CL/F), which can be expressed via the following equation: CL/F = 1.86 × 1.48CBZ×0.875SEX×(CLCR/119)0.311. The estimation of CL/F was 1.86 L/h. The GOF, bootstrap analysis and numerical predictive check indicated that the model was robust. The simulation indicated that the dose of lacosamide should be increased by 40–60% to achieve the original exposure when it is coadministered with CBZ. CONCLUSION: A population pharmacokinetic model for lacosamide in adult patients with epilepsy was successfully established, which will improve model-based precision medication.

拉科沙胺在成人癫痫患者中的群体药代动力学模型的开发和验证,为精确给药提供信息。
背景:拉科沙胺是第三代抗癫痫药物,通过促进电压门控钠通道的缓慢失活来减少癫痫发作。这种药物的药代动力学存在显著的个体间差异。本研究的目的是探讨拉科沙胺在成人癫痫患者中的药代动力学特征,并建立一个强大的群体药代动力学模型。方法:回顾性收集接受拉科沙胺治疗和治疗药物监测的成人癫痫患者的资料。采用非线性混合效应建模方法建立种群药代动力学模型。采用拟合优度图(GOF)、自举分析和数值预测检验来评估最终模型。结果:共纳入180例患者的294个血药浓度。采用一阶吸收消除的单室模型。在最终的拉科沙胺群体药代动力学模型中,卡马西平(CBZ)的联合使用、性别和肌酸清除率(CLCR)是药物清除率(CL/F)的协变量,可表示为CL/F = 1.86 × 1.48CBZ×0.875SEX×(CLCR/119)0.311。估计CL/F为1.86 L/h。GOF、自举分析和数值预测检验表明,该模型具有较好的鲁棒性。模拟结果表明,当与CBZ共给药时,拉科沙胺的剂量应增加40-60%,才能达到初始暴露。结论:成功建立了拉科沙胺在成人癫痫患者体内的群体药动学模型,为进一步完善基于模型的精准用药奠定了基础。
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来源期刊
BMC Pharmacology & Toxicology
BMC Pharmacology & Toxicology PHARMACOLOGY & PHARMACYTOXICOLOGY&nb-TOXICOLOGY
CiteScore
4.80
自引率
0.00%
发文量
87
审稿时长
12 weeks
期刊介绍: BMC Pharmacology and Toxicology is an open access, peer-reviewed journal that considers articles on all aspects of chemically defined therapeutic and toxic agents. The journal welcomes submissions from all fields of experimental and clinical pharmacology including clinical trials and toxicology.
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