A simple mass-action model for the eukaryotic heat shock response and its mathematical validation

被引:0
作者
Ion Petre
Andrzej Mizera
Claire L. Hyder
Annika Meinander
Andrey Mikhailov
Richard I. Morimoto
Lea Sistonen
John E. Eriksson
Ralph-Johan Back
机构
[1] Åbo Akademi University,Department of Information Technologies
[2] Turku Centre for Biotechnology,Department of Biosciences
[3] Åbo Akademi University,Department of Biochemistry, Molecular Biology and Cell Biology, Rice Institute for Biomedical Research
[4] Northwestern University,undefined
来源
Natural Computing | 2011年 / 10卷
关键词
Heat shock response; Heat shock protein; Heat shock factor; Heat shock element; Mathematical model; Validation; Regulatory network;
D O I
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中图分类号
学科分类号
摘要
The heat shock response is a primordial defense mechanism against cell stress and protein misfolding. It proceeds with the minimum number of mechanisms that any regulatory network must include, a stress-induced activation and a feedback regulation, and can thus be regarded as the archetype for a cellular regulatory process. We propose here a simple mechanistic model for the eukaryotic heat shock response, including its mathematical validation. Based on numerical predictions of the model and on its sensitivity analysis, we minimize the model by identifying the reactions with marginal contribution to the heat shock response. As the heat shock response is a very basic and conserved regulatory network, our analysis of the network provides a useful foundation for modeling strategies of more complex cellular processes.
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页码:595 / 612
页数:17
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共 115 条
[1]  
Abravaya K(1991)Attenuation of the heat-shock response in Hela-cells is mediated by the release of bound heat-shock transcription factor and is modulated by changes in growth and in heat-shock temperatures Genes Dev 5 2117-2127
[2]  
Philips B(1992)Human heat shock protein HSP70 interacts with HSF, the transcription factor that regulates heat shock gene expression Genes Dev 6 1153-1164
[3]  
Morimoto RI(2008)Adapting proteostasis for disease intervention Science 319 916-919
[4]  
Abravaya K(1996)Direct observation of fast protein folding: the initial collapse of apomyoglobin Proc Natl Acad Sci USA 93 5759-64
[5]  
Myers M(2007)Heat shock paradox and a new role of heat shock proteins and their receptors as anti-inflammation targets Inflamm Allergy Drug Targets 6 91-100
[6]  
Murphy S(2009)Input–output behavior of ErbB signaling pathways as revealed by a mass action model trained against dynamic data Mol Syst Biol 5 1-19
[7]  
Morimoto RI(2005)Heat shock proteins in cancer: diagnostic, prognostic, predictive, and treatment implications Cell Stress Chaperones 10 86-103
[8]  
Balch WE(1990)Oxidative injury and the heat shock response Biochem Pharmacol 40 2571-2577
[9]  
Morimoto RI(2005)Surviving heat shock: control strategies for robustness and performance Proc Natl Acad Sci USA 102 2736-2741
[10]  
Dillin A(1879)Concerning chemical affinity Erdmann’s Journal fr Practische Chemie 127 69-114