Transcriptional regulation is insufficient to explain substrate-induced flux changes in Bacillus subtilis

被引:132
作者
Chubukov, Victor [1 ]
Uhr, Markus [2 ]
Le Chat, Ludovic [3 ]
Kleijn, Roelco J. [1 ]
Jules, Matthieu [3 ]
Link, Hannes [1 ]
Aymerich, Stephane [3 ]
Stelling, Joerg [2 ]
Sauer, Uwe [1 ]
机构
[1] ETH, Inst Mol Syst Biol, CH-8093 Zurich, Switzerland
[2] ETH, SIB, Dept Biosyst Sci & Engn, CH-8093 Zurich, Switzerland
[3] INRA, AgroParisTech, Micalis Inst, F-78850 Thiverval Grignon, France
关键词
central carbon metabolism; metabolic flux; transcriptional regulation; GENE-EXPRESSION REGULATION; METABOLIC-FLUX; SACCHAROMYCES-CEREVISIAE; CATABOLITE REPRESSION; QUANTITATIVE-ANALYSIS; GLYCOLYTIC-ENZYMES; ESCHERICHIA-COLI; HIGH-THROUGHPUT; CARBON FLUXES; GROWTH;
D O I
10.1038/msb.2013.66
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
One of the key ways in which microbes are thought to regulate their metabolism is by modulating the availability of enzymes through transcriptional regulation. However, the limited success of efforts to manipulate metabolic fluxes by rewiring the transcriptional network has cast doubt on the idea that transcript abundance controls metabolic fluxes. In this study, we investigate control of metabolic flux in the model bacterium Bacillus subtilis by quantifying fluxes, transcripts, and metabolites in eight metabolic states enforced by different environmental conditions. We find that most enzymes whose flux switches between on and off states, such as those involved in substrate uptake, exhibit large corresponding transcriptional changes. However, for the majority of enzymes in central metabolism, enzyme concentrations were insufficient to explain the observed fluxes-only for a number of reactions in the tricarboxylic acid cycle were enzyme changes approximately proportional to flux changes. Surprisingly, substrate changes revealed by metabolomics were also insufficient to explain observed fluxes, leaving a large role for allosteric regulation and enzyme modification in the control of metabolic fluxes.
引用
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页数:13
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共 69 条
[21]  
FUJITA Y, 1979, J BIOL CHEM, V254, P5340
[22]   A systematic screen for protein-lipid interactions in Saccharomyces cerevisiae [J].
Gallego, Oriol ;
Betts, Matthew J. ;
Gvozdenovic-Jeremic, Jelena ;
Maeda, Kenji ;
Matetzki, Christian ;
Aguilar-Gurrieri, Carmen ;
Beltran-Alvarez, Pedro ;
Bonn, Stefan ;
Fernandez-Tornero, Carlos ;
Jensen, Lars Juhl ;
Kuhn, Michael ;
Trott, Jamie ;
Rybin, Vladimir ;
Mueller, Christoph W. ;
Bork, Peer ;
Kaksonen, Marko ;
Russell, Robert B. ;
Gavin, Anne-Claude .
MOLECULAR SYSTEMS BIOLOGY, 2010, 6
[23]   Regulation and control of metabolic fluxes in microbes [J].
Gerosa, Luca ;
Sauer, Uwe .
CURRENT OPINION IN BIOTECHNOLOGY, 2011, 22 (04) :566-575
[24]   Achieving Optimal Growth through Product Feedback Inhibition in Metabolism [J].
Goyal, Sidhartha ;
Yuan, Jie ;
Chen, Thomas ;
Rabinowitz, Joshua D. ;
Wingreen, Ned S. .
PLOS COMPUTATIONAL BIOLOGY, 2010, 6 (06) :1-12
[25]   Simultaneous genomic overexpression of seven glycolytic enzymes in the yeast Saccharomyces cerevisiae [J].
Hauf, J ;
Zimmermann, FK ;
Müller, S .
ENZYME AND MICROBIAL TECHNOLOGY, 2000, 26 (9-10) :688-698
[26]   GENETIC REGULATORY MECHANISMS IN SYNTHESIS OF PROTEINS [J].
JACOB, F ;
MONOD, J .
JOURNAL OF MOLECULAR BIOLOGY, 1961, 3 (03) :318-+
[27]   ESTIMATING REGRESSION COEFFICIENTS BY MINIMIZING DISPERSION OF RESIDUALS [J].
JAECKEL, LA .
ANNALS OF MATHEMATICAL STATISTICS, 1972, 43 (05) :1449-&
[28]   IDENTIFICATION OF 2 DISTINCT BACILLUS-SUBTILIS CITRATE SYNTHASE GENES [J].
JIN, SF ;
SONENSHEIN, AL .
JOURNAL OF BACTERIOLOGY, 1994, 176 (15) :4669-4679
[29]   A UNIVERSAL METHOD FOR ACHIEVING INCREASES IN METABOLITE PRODUCTION [J].
KACSER, H ;
ACERENZA, L .
EUROPEAN JOURNAL OF BIOCHEMISTRY, 1993, 216 (02) :361-367
[30]   Metabolic Fluxes during Strong Carbon Catabolite Repression by Malate in Bacillus subtilis [J].
Kleijn, Roelco J. ;
Buescher, Joerg M. ;
Le Chat, Ludovic ;
Jules, Matthieu ;
Aymerich, Stephane ;
Sauer, Uwe .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2010, 285 (03) :1587-1596