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Kinetic modelling of the role of the aldehyde dehydrogenase enzyme and the breast cancer resistance protein in drug resistance and transport
被引:1
作者:
Atari, M. I.
[1
]
Chappell, M. J.
[1
]
Errington, R. J.
[2
]
Smith, P. J.
[3
]
Evans, N. D.
[1
]
机构:
[1] Univ Warwick, Sch Engn, Coventry CV4 7AL, W Midlands, England
[2] Cardiff Univ, Univ Wales, Coll Med, Dept Med Biochem & Immunol, Cardiff CF14 4XN, S Glam, Wales
[3] Cardiff Univ, Univ Wales, Coll Med, Dept Pathol, Cardiff CF14 4XN, S Glam, Wales
基金:
英国生物技术与生命科学研究理事会;
关键词:
Efflux pump;
Drug kinetics;
Topotecan;
Aldehyde dehydrogenase;
Structural identifiability;
Parameter estimation;
DNA TOPOISOMERASE-I;
MULTIDRUG-RESISTANCE;
STEADY-STATE;
TOPOTECAN;
CELLS;
IDENTIFIABILITY;
CAMPTOTHECINS;
BCRP/ABCG2;
ABCG2;
D O I:
10.1016/j.cmpb.2010.06.008
中图分类号:
TP39 [计算机的应用];
学科分类号:
081203 ;
0835 ;
摘要:
A compartmental model for the in vitro uptake kinetics of the anti-cancer agent topotecan (TPT) has been extended from a previously published model. The extended model describes the drug activity and delivery of the pharmacologically active form to the DNA target as well as the catalysis of the aldehyde dehydrogenase (ALDH) enzyme and the elimination of drug from the cytoplasm via the efflux pump. Verification of the proposed model is achieved using scanning-laser microscopy data from live human breast cancer cells. Before estimating the unknown model parameters from the experimental in vitro data it is essential to determine parameter uniqueness (or otherwise) from this imposed output structure. This is formally performed as a structural identifiability analysis, which demonstrates that all of the unknown model parameters are uniquely determined by the output structure corresponding to the experiment. (C) 2010 Elsevier Ireland Ltd. All rights reserved.
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页码:93 / 103
页数:11
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