Surviving heat shock: Control strategies for robustness and performance

被引:175
作者
El-Samad, H
Kurata, H
Doyle, JC
Gross, CA
Khammash, M [1 ]
机构
[1] Univ Calif Santa Barbara, Dept Mech & Environm Engn, Santa Barbara, CA 93106 USA
[2] Kyushu Inst Technol, Dept Biochem Sci & Engn, Izuka 8208502, Japan
[3] CALTECH, Dept Control & Dynam Syst, Pasadena, CA 91125 USA
[4] Univ Calif San Francisco, Dept Stomatol, San Francisco, CA 94143 USA
[5] Univ Calif San Francisco, Dept Microbiol & Immunol, San Francisco, CA 94143 USA
关键词
control theory; heat shock stress response; mathematical modeling;
D O I
10.1073/pnas.0403510102
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Molecular biology studies the cause-and-effect relationships among microscopic processes initiated by individual molecules within a cell and observes their macroscopic phenotypic effects on cells and organisms. These studies provide a wealth of information about the underlying networks and pathways responsible for the basic functionality and robustness of biological systems. At the same time, these studies create exciting opportunities for the development of quantitative and predictive models that connect the mechanism to its phenotype then examine various modular structures and the range of their dynamical behavior. The use of such models enables a deeper understanding of the design principles underlying biological organization and makes their reverse engineering and manipulation both possible and tractable The heat shock response presents an interesting mechanism where such an endeavor is possible. Using a model of heat shock, we extract the design motifs in the system and justify their existence in terms of various performance objectives. We also offer a modular decomposition that parallels that of traditional engineering control architectures.
引用
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页码:2736 / 2741
页数:6
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