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基于实验确定的输入参数的皮肤渗透计算机模拟模型。第二部分:体外扩散实验的数学建模。关键输入参数的识别。

In-silico model of skin penetration based on experimentally determined input parameters. Part II: mathematical modelling of in-vitro diffusion experiments. Identification of critical input parameters.

作者信息

Naegel Arne, Hansen Steffi, Neumann Dirk, Lehr Claus-Michael, Schaefer Ulrich F, Wittum Gabriel, Heisig Michael

机构信息

University of Heidelberg, Simulation in Technology, Heidelberg, Germany.

出版信息

Eur J Pharm Biopharm. 2008 Feb;68(2):368-79. doi: 10.1016/j.ejpb.2007.05.018. Epub 2007 Jun 15.

Abstract

This work describes a framework for in-silico modelling of in-vitro diffusion experiments illustrated in an accompanying paper [S. Hansen, A. Henning, A. Naegel, M. Heisig, G. Wittum, D. Neumann, K.-H. Kostka, J. Zbytovska, C.M. Lehr, U.F. Schaefer, In-silico model of skin penetration based on experimentally determined input parameters. Part I: experimental determination of partition and diffusion coefficients, Eur. J. Pharm. Biopharm. 68 (2008) 352-367 [corrected] A mathematical model of drug permeation through stratum corneum (SC) and viable epidermis/dermis is presented. The underlying geometry for the SC is of brick-and-mortar character, meaning that the corneocytes are completely embedded in the lipid phase. The geometry is extended by an additional compartment for the deeper skin layers (DSL). All phases are modelled with homogeneous diffusivity. Lipid-donor and SC-DSL partition coefficients are determined experimentally, while corneocyte-lipid and DSL-lipid partition coefficients are derived consistently with the model. Together with experimentally determined apparent lipid- and DSL-diffusion coefficients, these data serve as direct input for computational modelling of drug transport through the skin. The apparent corneocyte diffusivity is estimated based on an approximation, which uses the apparent SC- and lipid-diffusion coefficients as well as corneocyte-lipid partition coefficients. The quality of the model is evaluated by a comparison of concentration-SC-depth-profiles of the experiment with those of the simulation. Good agreements are obtained, and by an analysis of the underlying model, critical parameters of the models can be identified more easily.

摘要

这项工作描述了一个用于体外扩散实验的计算机模拟框架,该框架在一篇随附论文中进行了阐述[S. 汉森、A. 亨宁、A. 内格尔、M. 海西格、G. 维图姆、D. 诺伊曼、K.-H. 科斯特卡、J. 兹比托夫斯卡、C.M. 勒尔、U.F. 舍费尔,基于实验确定的输入参数的皮肤渗透计算机模型。第一部分:分配系数和扩散系数的实验测定,《欧洲药学与生物药剂学杂志》68 (2008) 352 - 367 [勘误]]。提出了一种药物透过角质层(SC)以及活性表皮/真皮的数学模型。SC的基础几何结构具有砖 - 灰泥特征,这意味着角质形成细胞完全嵌入脂质相中。通过为更深层皮肤(DSL)增加一个隔室来扩展该几何结构。所有相均采用均匀扩散率进行建模。脂质 - 供体和SC - DSL分配系数通过实验确定,而角质形成细胞 - 脂质和DSL - 脂质分配系数则与模型一致推导得出。连同实验确定的表观脂质和DSL扩散系数,这些数据作为药物经皮肤转运计算模拟的直接输入。表观角质形成细胞扩散率基于一种近似方法进行估算,该方法使用表观SC和脂质扩散系数以及角质形成细胞 - 脂质分配系数。通过将实验的浓度 - SC - 深度分布与模拟的进行比较来评估模型质量。获得了良好的一致性,并且通过对基础模型的分析,可以更轻松地识别模型的关键参数。

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