Pfister Marc, Zhang Liping, Hammarlund-Udenaes Margareta, Sheiner Lewis B, Gerber Cynthia M, Täuber Martin G, Cottagnoud Philippe
Department of Laboratory Medicine and Biopharmaceutical Sciences, University of California, San Francisco, California, USA.
Antimicrob Agents Chemother. 2003 Jan;47(1):138-43. doi: 10.1128/AAC.47.1.138-143.2003.
The goals of the present study were to model the population kinetics of in vivo influx and efflux processes of grepafloxacin at the serum-cerebrospinal fluid (CSF) barrier and to propose a simulation-based approach to optimize the design of dose-finding trials in the meningitis rabbit model. Twenty-nine rabbits with pneumococcal meningitis receiving grepafloxacin at 15 mg/kg of body weight (intravenous administration at 0 h), 30 mg/kg (at 0 h), or 50 mg/kg twice (at 0 and 4 h) were studied. A three-compartment population pharmacokinetic model was fit to the data with the program NONMEM (Nonlinear Mixed Effects Modeling). Passive diffusion clearance (CL(diff)) and active efflux clearance (CL(active)) are transfer kinetic modeling parameters. Influx clearance is assumed to be equal to CL(diff), and efflux clearance is the sum of CL(diff), CL(active), and bulk flow clearance (CL(bulk)). The average influx clearance for the population was 0.0055 ml/min (interindividual variability, 17%). Passive diffusion clearance was greater in rabbits receiving grepafloxacin at 15 mg/kg than in those treated with higher doses (0.0088 versus 0.0034 ml/min). Assuming a CL(bulk) of 0.01 ml/min, CL(active) was estimated to be 0.017 ml/min (11%), and clearance by total efflux was estimated to be 0.032 ml/min. The population kinetic model allows not only to quantify in vivo efflux and influx mechanisms at the serum-CSF barrier but also to analyze the effects of different dose regimens on transfer kinetic parameters in the rabbit meningitis model. The modeling-based approach also provides a tool for the simulation and prediction of various outcomes in which researchers might be interested, which is of great potential in designing dose-finding trials.
本研究的目的是建立环丙沙星在血清 - 脑脊液(CSF)屏障处体内流入和流出过程的群体动力学模型,并提出一种基于模拟的方法来优化脑膜炎兔模型中剂量探索试验的设计。对29只患有肺炎球菌性脑膜炎的兔子进行了研究,这些兔子分别接受15 mg/kg体重(0小时静脉给药)、30 mg/kg(0小时)或50 mg/kg两次(0和4小时)的环丙沙星。用NONMEM(非线性混合效应建模)程序将三室群体药代动力学模型拟合到数据中。被动扩散清除率(CL(diff))和主动外排清除率(CL(active))是转运动力学建模参数。流入清除率假定等于CL(diff),而流出清除率是CL(diff)、CL(active)和总体流量清除率(CL(bulk))之和。群体的平均流入清除率为0.0055 ml/分钟(个体间变异性为17%)。接受15 mg/kg环丙沙星的兔子的被动扩散清除率高于接受较高剂量治疗的兔子(0.0088对0.0034 ml/分钟)。假设CL(bulk)为0.01 ml/分钟,CL(active)估计为0.017 ml/分钟(11%),总外排清除率估计为0.032 ml/分钟。群体动力学模型不仅能够量化血清 - CSF屏障处的体内外排和流入机制,还能分析不同给药方案对兔脑膜炎模型中转运动力学参数的影响。基于建模的方法还为模拟和预测研究人员可能感兴趣的各种结果提供了一种工具,这在设计剂量探索试验方面具有巨大潜力。