Integrative model of the response of yeast to osmotic shock

被引:312
作者
Klipp, E
Nordlander, B
Krüger, R
Gennemark, P
Hohmann, S
机构
[1] Max Planck Inst Mol Genet, Dept Vertebrate Genom, Berlin Ctr Genome Based Bioinformat, D-14195 Berlin, Germany
[2] Univ Gothenburg, Dept Cell & Mol Biol Microbiol, S-40530 Gothenburg, Sweden
[3] Humboldt Univ, Inst Biol, D-10115 Berlin, Germany
[4] Chalmers Univ Technol, Dept Comp Sci & Engn, S-41296 Gothenburg, Sweden
关键词
D O I
10.1038/nbt1114
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Integration of experimental studies with mathematical modeling allows insight into systems properties, prediction of perturbation effects and generation of hypotheses for further research. We present a comprehensive mathematical description of the cellular response of yeast to hyperosmotic shock. The model integrates a biochemical reaction network comprising receptor stimulation, mitogen-activated protein kinase cascade dynamics, activation of gene expression and adaptation of cellular metabolism with a thermodynamic description of volume regulation and osmotic pressure. Simulations agree well with experimental results obtained under different stress conditions or with specific mutants. The model is predictive since it suggests previously unrecognized features of the system with respect to osmolyte accumulation and feedback control, as confirmed with experiments. The mathematical description presented is a valuable tool for future studies on osmoregulation in yeast and - with appropriate modifications - other organisms. It also serves as a starting point for a comprehensive description of cellular signaling.
引用
收藏
页码:975 / 982
页数:8
相关论文
共 49 条
[1]   CHARACTERIZATION OF THE OSMOTIC-STRESS RESPONSE IN SACCHAROMYCES-CEREVISIAE - OSMOTIC-STRESS AND GLUCOSE REPRESSION REGULATE GLYCEROL-3-PHOSPHATE DEHYDROGENASE INDEPENDENTLY [J].
ALBERTYN, J ;
HOHMANN, S ;
PRIOR, BA .
CURRENT GENETICS, 1994, 25 (01) :12-18
[2]   The two isoenzymes for yeast NAD(+)-dependent glycerol 3-phosphate dehydrogenase encoded by GPD1 and GPD2 have distinct roles in osmoadaptation and redox regulation [J].
Ansell, R ;
Granath, K ;
Hohmann, S ;
Thevelein, JM ;
Adler, L .
EMBO JOURNAL, 1997, 16 (09) :2179-2187
[3]   A computational study of feedback effects on signal dynamics in a mitogen-activated protein kinase (MAPK) pathway model [J].
Asthagiri, AR ;
Lauffenburger, DA .
BIOTECHNOLOGY PROGRESS, 2001, 17 (02) :227-239
[4]   Robustness and the cycle of phosphorylation and dephosphorylation in a two-component regulatory system [J].
Batchelor, E ;
Goulian, M .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (02) :691-696
[5]   Emergent properties of networks of biological signaling pathways [J].
Bhalla, US ;
Iyengar, R .
SCIENCE, 1999, 283 (5400) :381-387
[6]   Inline characterization of cell concentration and cell volume in agitated bioreactors using in situ microscopy: Application to volume variation induced by osmotic stress [J].
Camisard, V ;
Brienne, JP ;
Baussart, H ;
Hammann, J ;
Suhr, H .
BIOTECHNOLOGY AND BIOENGINEERING, 2002, 78 (01) :73-80
[7]  
Cayley DS, 2000, BIOPHYS J, V78, P1748, DOI 10.1016/S0006-3495(00)76726-9
[8]   Dealing with osmostress through MAP kinase activation [J].
de Nadal, E ;
Alepuz, PM ;
Posas, F .
EMBO REPORTS, 2002, 3 (08) :735-740
[9]  
deMaranon IM, 1996, BIOCHEM BIOPH RES CO, V227, P519, DOI 10.1006/bbrc.1996.1539
[10]   Self-perpetuating states in signal transduction: positive feedback, double-negative feedback and bistability [J].
Ferrell, JE .
CURRENT OPINION IN CELL BIOLOGY, 2002, 14 (02) :140-148