Metabolic Fluxes during Strong Carbon Catabolite Repression by Malate in Bacillus subtilis

被引:85
作者
Kleijn, Roelco J.
Buescher, Joerg M.
Le Chat, Ludovic [2 ,3 ]
Jules, Matthieu [2 ,3 ]
Aymerich, Stephane [2 ,3 ]
Sauer, Uwe [1 ]
机构
[1] ETH, Inst Mol Syst Biol, CH-8093 Zurich, Switzerland
[2] INRA, UMR1238, CNRS, UMR2585, F-78850 Thiverval Grignon, France
[3] AgroParisTech, Microbiol & Genet Mol, F-78850 Thiverval Grignon, France
关键词
BIDIRECTIONAL REACTION STEPS; ESCHERICHIA-COLI; SACCHAROMYCES-CEREVISIAE; GENE ENCODES; QUANTITATIVE METABOLOMICS; GLUCOSE-METABOLISM; MALIC ENZYME; GC-MS; MUTANTS; NETWORKS;
D O I
10.1074/jbc.M109.061747
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
Commonly glucose is considered to be the only preferred substrate in Bacillus subtilis whose presence represses utilization of other alternative substrates. Because recent data indicate that malate might be an exception, we quantify here the carbon source utilization hierarchy. Based on physiology and transcriptional data during co-utilization experiments with eight carbon substrates, we demonstrate that malate is a second preferred carbon source for B. subtilis, which is rapidly co-utilized with glucose and strongly represses the uptake of alternative substrates. From the different hierarchy and degree of catabolite repression exerted by glucose and malate, we conclude that both substrates might act through different molecular mechanisms. To obtain a quantitative and functional network view of how malate is (co)metabolized, we developed a novel approach to metabolic flux analysis that avoids error-prone, intuitive, and ad hoc decisions on C-13 rearrangements. In particular, we developed a rigorous approach for deriving reaction reversibilities by combining in vivo intracellular metabolite concentrations with a thermodynamic feasibility analysis. The thus-obtained analytical model of metabolism was then used for network-wide isotopologue balancing to estimate the intracellular fluxes. These C-13-flux data revealed an extraordinarily high malate influx that is primarily catabolized via the gluconeogenic reactions and toward overflow metabolism. Furthermore, a considerable NADPH-producing malic enzyme flux is required to supply the biosynthetically required NADPH in the presence of malate. Co-utilization of glucose and malate resulted in a synergistic decrease of the respiratory tricarboxylic acid cycle flux.
引用
收藏
页码:1587 / 1596
页数:10
相关论文
共 59 条
[31]   Putative regulatory sites unraveled by network-embedded thermodynamic analysis of metabolome data [J].
Kuemmel, Anne ;
Panke, Sven ;
Heinemann, Matthias .
MOLECULAR SYSTEMS BIOLOGY, 2006, 2 (1) :10P
[32]   YtsJ has the major physiological role of the four paralogous malic enzyme isoforms in Bacillus subtilis [J].
Lerondel, Guillaume ;
Doan, Thierry ;
Zamboni, Nicola ;
Sauer, Uwe ;
Aymerich, Stephane .
JOURNAL OF BACTERIOLOGY, 2006, 188 (13) :4727-4736
[33]   Aluminum-activated citrate and malate transporters from the MATE and ALMT families function independently to confer Arabidopsis aluminum tolerance [J].
Liu, Jiping ;
Magalhaes, Jurandir V. ;
Shaff, Jon ;
Kochian, Leon V. .
PLANT JOURNAL, 2009, 57 (03) :389-399
[34]  
Möllney M, 1999, BIOTECHNOL BIOENG, V66, P86, DOI 10.1002/(SICI)1097-0290(1999)66:2<86::AID-BIT2>3.0.CO
[35]  
2-A
[36]   Genome-scale reconstruction of metabolic network in Bacillus subtilis based on high-throughput phenotyping and gene essentiality data [J].
Oh, You-Kwan ;
Palsson, Bernhard O. ;
Park, Sung M. ;
Schilling, Christophe H. ;
Mahadevan, Radhakrishnan .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2007, 282 (39) :28791-28799
[37]   Root-Secreted Malic Acid Recruits Beneficial Soil Bacteria [J].
Rudrappa, Thimmaraju ;
Czymmek, Kirk J. ;
Pare, Paul W. ;
Bais, Harsh P. .
PLANT PHYSIOLOGY, 2008, 148 (03) :1547-1556
[38]   Metabolic flux ratio analysis of genetic and environmental modulations of Escherichia coli central carbon metabolism [J].
Sauer, U ;
Lasko, DR ;
Fiaux, J ;
Hochuli, M ;
Glaser, R ;
Szyperski, T ;
Wüthrich, K ;
Bailey, JE .
JOURNAL OF BACTERIOLOGY, 1999, 181 (21) :6679-6688
[39]   Metabolic networks in motion:: 13C-based flux analysis [J].
Sauer, Uwe .
MOLECULAR SYSTEMS BIOLOGY, 2006, 2 (1)
[40]   Transcriptional and metabolic responses of Bacillus subtilis to the availability of organic acids:: Transcription regulation is important but not sufficient to account for metabolic adaptation [J].
Schilling, Oliver ;
Frick, Oliver ;
Herzberg, Christina ;
Ehrenreich, Armin ;
Heinzle, Elmar ;
Wittmann, Christoph ;
Stuelke, Joerg .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2007, 73 (02) :499-507