A mathematical model for the in vitro kinetics of the anti-cancer agent topotecan

被引:27
作者
Evans, ND
Errington, RJ
Shelley, M
Feeney, GP
Chapman, MJ
Godfrey, KR [1 ]
Smith, PJ
Chappell, MJ
机构
[1] Univ Warwick, Sch Engn, Coventry CV4 7AL, W Midlands, England
[2] Univ Wales Coll Cardiff, Coll Med, Dept Biochem Med, Cardiff CF14 4XN, S Glam, Wales
[3] Velindre NHS Trust, Canc Res Wales Labs, Cardiff CF14 2TL, S Glam, Wales
[4] Univ Wales Coll Cardiff, Coll Med, Dept Pathol, Cardiff CF14 4XN, S Glam, Wales
[5] Coventry Univ, Sch MIS Math, Coventry CV1 5FB, W Midlands, England
基金
英国生物技术与生命科学研究理事会;
关键词
compartmental models; identifiability; topotecan; drug kinetics;
D O I
10.1016/j.mbs.2004.01.007
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this paper a compartmental modelling approach is applied to provide a mathematical description of the activity of the anti-cancer agent topotecan, and delivery to its nuclear DNA target following administration. The activity of topotecan in defined buffers is first modelled using a linear two compartment model that then forms the basis of a cell based model for drug activity in live cell experiments. An identifiability analysis is performed before parameter estimation to ensure that the model output (i.e., continuous, perfect and noise-free data) uniquely determines the parameters. Parameter estimation. is performed using experimental data which offers concentrations of active and inactive forms of topotecan from high performance liquid chromatography methods. (C) 2004 Elsevier Inc. All rights reserved.
引用
收藏
页码:185 / 217
页数:33
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