Geldof Marian, Freijer Jan, van Beijsterveldt Ludy, Timmerman Philip, Ahnaou Abdellah, Drinkenburg Wilhelmus H I M, Danhof Meindert
Division of Pharmacology, LACDR, Leiden University, P.O. Box 9502, 2300 RA Leiden, The Netherlands.
Eur J Pharm Sci. 2007 Jan;30(1):45-55. doi: 10.1016/j.ejps.2006.10.001. Epub 2006 Oct 12.
The limitations of blood sampling in pharmacokinetic (PK)/pharmacodynamic (PD) studies in behavioral animal models could in part be overcome by a mixed effects modeling approach. This analysis characterizes and evaluates the population PK of fluvoxamine in rat plasma using nonlinear mixed effects modeling. The model is assessed for its utility in animal behavioral PK/PD studies. In six studies with a different experimental setup, study site and/or sampling design, rats received an intravenous infusion of 1, 3.7 or 7.3mg/kg fluvoxamine. A population three-compartment PK model adequately described the fluvoxamine plasma concentrations. Body weight was included as a covariate and mean population PK parameters for CL, V(1), V(2), Q(2), V(3) and Q(3) were 25.1 ml/min, 256 ml, 721 ml, 30.3 ml/min, 136 ml and 1.0 ml/min, respectively. Inter-individual variability was identified on CL (39.5%), V(1) (43.5%), V(2) (50.1%) and Q(2) (25.7%). A predictive check and bootstrap analysis confirmed the predictive ability, model stability and precision of the parameter estimates. Body weight was identified as a significant covariate of the inter-compartmental clearance Q(2). The pharmacokinetics was independent of factors such as dose, surgery (for instrumentation) and study site. The utility of the model in animal behavioral studies was demonstrated in a PK/PD analysis of the effects on REM sleep in which a sparse PK sampling design was used. By using the pertinent information from the population PK model, individual PK profiles and the PK/PD correlation could be adequately described.
在行为动物模型的药代动力学(PK)/药效学(PD)研究中,血液采样的局限性可以通过混合效应建模方法部分克服。本分析使用非线性混合效应建模来表征和评估氟伏沙明在大鼠血浆中的群体药代动力学。评估该模型在动物行为PK/PD研究中的效用。在六项具有不同实验设置、研究地点和/或采样设计的研究中,大鼠接受了1、3.7或7.3mg/kg氟伏沙明的静脉输注。一个群体三室PK模型充分描述了氟伏沙明血浆浓度。将体重作为协变量纳入,CL、V(1)、V(2)、Q(2)、V(3)和Q(3)的平均群体PK参数分别为25.1 ml/min、256 ml、721 ml、30.3 ml/min、136 ml和1.0 ml/min。在CL(39.5%)、V(1)(43.5%)、V(2)(50.1%)和Q(2)(25.7%)上发现了个体间变异性。预测性检查和自助法分析证实了参数估计的预测能力、模型稳定性和精度。体重被确定为室间清除率Q(2)的显著协变量。药代动力学与剂量、手术(用于仪器植入)和研究地点等因素无关。在对快速眼动睡眠影响的PK/PD分析中,使用了稀疏PK采样设计,证明了该模型在动物行为研究中的效用。通过使用群体PK模型中的相关信息,可以充分描述个体PK曲线和PK/PD相关性。