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应用非线性混合效应模型分析癫痫成人患者托吡酯的群体药代动力学。

Population pharmacokinetics of topiramate in adult patients with epilepsy using nonlinear mixed effects modelling.

机构信息

Department of Pharmacokinetics and Clinical Pharmacy, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11000 Belgrade, Serbia.

出版信息

Eur J Pharm Sci. 2013 Nov 20;50(3-4):282-9. doi: 10.1016/j.ejps.2013.07.008. Epub 2013 Jul 25.

Abstract

The objective of the study was to develop population pharmacokinetic model of topiramate (TPM) using nonlinear mixed effects modelling approach. Data were collected from 78 adult epileptic patients on mono- or co-therapy of TPM and other antiepileptic drugs, such as carbamazepine (CBZ), valproic acid, lamotrigine, levetiracetam, phenobarbital and pregabalin. Steady-state TPM concentrations were determined in blood samples by high performance liquid chromatography with fluorescence detection. A one-compartment model with first order absorption and elimination was used to fit the concentration-time TPM data. Volume of distribution of TPM was estimated at 0.575 l/kg. The influence of demographic, biochemical parameters and therapy characteristics of the patients on oral clearance (CL/F) was evaluated. Daily carbamazepine dose (DCBZ) and renal function estimated by Modification of diet in renal disease (MDRD) formula significantly (p<0.001) influenced CL/F and were included in the final model: CL/F · (l/h)=1.53(l/h) · [1+0.476 · DCBZ(mg/day)/1000(mg/day)] · EXP[0.00476 · [MDRD(ml/ min)-95.72(ml/min)]]. Increase of CL/F with DCBZ and MDRD was best described by linear and exponential models. Mean TPM CL/F during CBZ co-therapy was 2.46 l/h, which is higher for 60.8% than in patients not co-treated with CBZ. Evaluation by bootstrapping showed that the final model was stable. The predictive performance was evaluated by adequate plots and indicated satisfactory precision. This model allows individualisation of TPM dosing in routine patient care, especially useful for patients on different CBZ dosing regimen.

摘要

本研究旨在采用非线性混合效应建模方法建立托吡酯(TPM)的群体药代动力学模型。数据来自 78 名接受 TPM 单药或联合其他抗癫痫药物(如卡马西平[CBZ]、丙戊酸、拉莫三嗪、左乙拉西坦、苯巴比妥和普瑞巴林)治疗的成年癫痫患者。采用高效液相色谱荧光检测法测定血样中 TPM 的稳态浓度。采用一室模型和一级吸收消除模型拟合 TPM 的浓度-时间数据。TPM 的分布容积估计为 0.575 l/kg。评估了患者的人口统计学、生化参数和治疗特征对口服清除率(CL/F)的影响。每日 CBZ 剂量(DCBZ)和改良肾脏病饮食法(MDRD)公式估算的肾功能对 CL/F 有显著影响(p<0.001),并纳入最终模型:CL/F·(l/h)=1.53(l/h)·[1+0.476·DCBZ(mg/天)/1000(mg/天)]·EXP[0.00476·[MDRD(ml/min)-95.72(ml/min)]]。CL/F 随 DCBZ 和 MDRD 的增加最好用线性和指数模型来描述。CBZ 联合治疗时 TPM 的平均 CL/F 为 2.46 l/h,与未联合 CBZ 治疗的患者相比,该值升高了 60.8%。通过自举法评估表明,最终模型稳定。通过适当的绘图评估了预测性能,表明具有令人满意的精密度。该模型可用于常规患者护理中 TPM 的个体化给药,尤其适用于不同 CBZ 给药方案的患者。

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