Metabolic regulation analysis of wild-type and arcA mutant Escherichia coli under nitrate conditions using different levels of omics data.

It is of practical interest to investigate the effect of nitrates on bacterial metabolic regulation of both fermentation and energy generation, as compared to aerobic and anaerobic growth without nitrates. Although gene level regulation has previously been studied for nitrate assimilation, it is important to understand this metabolic regulation in terms of global regulators. In the present study, therefore, we measured gene expression using DNA microarrays, intracellular metabolite concentrations using CE-TOFMS, and metabolic fluxes using the (13)C-labeling technique for wild-type E. coli and the ΔarcA (a global regulatory gene for anoxic response control, ArcA) mutant to compare the metabolic state under nitrate conditions to that under aerobic and anaerobic conditions without nitrates in continuous culture conditions at a dilution rate of 0.2 h(-1). In wild-type, although the measured metabolite concentrations changed very little among the three culture conditions, the TCA cycle and the pentose phosphate pathway fluxes were significantly different under each condition. These results suggested that the ATP production rate was 29% higher under nitrate conditions than that under anaerobic conditions, whereas the ATP production rate was 10% lower than that under aerobic conditions. The flux changes in the TCA cycle were caused by changes in control at the gene expression level. In ΔarcA mutant, the TCA cycle flux was significantly increased (4.4 times higher than that of the wild type) under nitrate conditions. Similarly, the intracellular ATP/ADP ratio increased approximately two-fold compared to that of the wild-type strain.

[1]  K. Shimizu,et al.  Metabolic regulation in Escherichia coli in response to culture environments via global regulators , 2011, Biotechnology journal.

[2]  U. Sauer,et al.  Metabolic Flux Responses to Pyruvate Kinase Knockout in Escherichia coli , 2002, Journal of bacteriology.

[3]  S. Busby,et al.  Transcription activation by remodelling of a nucleoprotein assembly: the role of NarL at the FNR‐dependent Escherichia coli nir promoter , 2004, Molecular microbiology.

[4]  Pei Yee Ho,et al.  Effects of arcA and arcB genes knockout on the metabolism in Escherichia coli under aerobic condition , 2009 .

[5]  K. Shimizu,et al.  Effects of arcA and arcB genes knockout on the metabolism in Escherichia coli under anaerobic and microaerobic conditions , 2008 .

[6]  G. Unden,et al.  Alternative respiratory pathways of Escherichia coli: energetics and transcriptional regulation in response to electron acceptors. , 1997, Biochimica et biophysica acta.

[7]  J. Guest,et al.  Transcriptional regulation of the aconitase genes (acnA and acnB) of Escherichia coli. , 1997, Microbiology.

[8]  R. Gunsalus,et al.  Activation of the Escherichia coli nitrate reductase (narGHJI) operon by NarL and Fnr requires integration host factor. , 1993, The Journal of biological chemistry.

[9]  Svetlana Alexeeva,et al.  The Steady-State Internal Redox State (NADH/NAD) Reflects the External Redox State and Is Correlated with Catabolic Adaptation in Escherichia coli , 1999, Journal of bacteriology.

[10]  P. Gröbner,et al.  Pyruvate formate-lyase of Escherichia coli: the acetyl-enzyme intermediate. , 1974, European journal of biochemistry.

[11]  R. Gunsalus,et al.  Effect of cell growth rate on expression of the anaerobic respiratory pathway operons frdABCD, dmsABC, and narGHJI of Escherichia coli , 1994, Journal of bacteriology.

[12]  Lesley Griffiths,et al.  A Reassessment of the FNR Regulon and Transcriptomic Analysis of the Effects of Nitrate, Nitrite, NarXL, and NarQP as Escherichia coli K12 Adapts from Aerobic to Anaerobic Growth* , 2006, Journal of Biological Chemistry.

[13]  G. Sawers,et al.  Nitrate repression of the Escherichia coli pfl operon is mediated by the dual sensors NarQ and NarX and the dual regulators NarL and NarP , 1995, Journal of bacteriology.

[14]  H. Westerhoff,et al.  The Glycolytic Flux in Escherichia coli Is Controlled by the Demand for ATP , 2002, Journal of bacteriology.

[15]  S. Park,et al.  Aerobic-anaerobic gene regulation in Escherichia coli: control by the ArcAB and Fnr regulons. , 1994, Research in microbiology.

[16]  Kazuyuki Shimizu,et al.  Metabolic flux analysis based on 13C-labeling experiments and integration of the information with gene and protein expression patterns. , 2004, Advances in biochemical engineering/biotechnology.

[17]  Masaru Tomita,et al.  Metabolomic profiling of anionic metabolites by capillary electrophoresis mass spectrometry. , 2009, Analytical chemistry.

[18]  Christoph Wittmann,et al.  Fluxome analysis using GC-MS , 2007, Microbial cell factories.

[19]  Hirotada Mori,et al.  Effect of zwf gene knockout on the metabolism of Escherichia coli grown on glucose or acetate. , 2004, Metabolic engineering.

[20]  F. Llaneras,et al.  Stoichiometric modelling of cell metabolism. , 2008, Journal of bioscience and bioengineering.

[21]  W. Wiechert 13C metabolic flux analysis. , 2001, Metabolic engineering.

[22]  G. Unden,et al.  O2-Sensing and O2-dependent gene regulation in facultatively anaerobic bacteria , 1995, Archives of Microbiology.

[23]  Ka-Yiu San,et al.  Effect of oxygen, and ArcA and FNR regulators on the expression of genes related to the electron transfer chain and the TCA cycle in Escherichia coli. , 2005, Metabolic engineering.

[24]  Weiwen Zhang,et al.  Integrating multiple 'omics' analysis for microbial biology: application and methodologies. , 2010, Microbiology.

[25]  S. Iuchi,et al.  Adaptation of Escherichia coli to respiratory conditions: Regulation of gene expression , 1991, Cell.

[26]  R. Gunsalus,et al.  Coordinate Regulation of the Escherichia coli Formate Dehydrogenase fdnGHI and fdhF Genes in Response to Nitrate, Nitrite, and Formate: Roles for NarL and NarP , 2003, Journal of bacteriology.

[27]  H. Mori,et al.  Genome‐wide analysis of deoxyadenosine methyltransferase‐mediated control of gene expression in Escherichia coli , 2002, Molecular microbiology.

[28]  U. Sauer,et al.  Impact of Global Transcriptional Regulation by ArcA, ArcB, Cra, Crp, Cya, Fnr, and Mlc on Glucose Catabolism in Escherichia coli , 2005, Journal of bacteriology.

[29]  A. Aristidou,et al.  Metabolic Engineering in the -omics Era: Elucidating and Modulating Regulatory Networks , 2005, Microbiology and Molecular Biology Reviews.

[30]  E. Lin,et al.  arcA (dye), a global regulatory gene in Escherichia coli mediating repression of enzymes in aerobic pathways. , 1988, Proceedings of the National Academy of Sciences of the United States of America.

[31]  Pei Yee Ho,et al.  Multiple High-Throughput Analyses Monitor the Response of E. coli to Perturbations , 2007, Science.

[32]  Christoph Wittmann,et al.  Correcting mass isotopomer distributions for naturally occurring isotopes. , 2002, Biotechnology and bioengineering.

[33]  H. Mori,et al.  Systematic phenome analysis of Escherichia coli multiple-knockout mutants reveals hidden reactions in central carbon metabolism , 2009, Molecular systems biology.

[34]  Thomas K. Wood,et al.  Metabolic engineering to enhance bacterial hydrogen production , 2007, Microbial biotechnology.

[35]  Shuichi Aiba,et al.  Identification of metabolic model: Citrate production from glucose by Candida lipolytica , 1979 .

[36]  B. Wanner,et al.  One-step inactivation of chromosomal genes in Escherichia coli K-12 using PCR products. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[37]  Effect of nitrate reduction on the enzyme levels in carbon metabolism in Escherichia coli. , 1975, Journal of biochemistry.

[38]  M. Tomita,et al.  Capillary electrophoresis mass spectrometry-based saliva metabolomics identified oral, breast and pancreatic cancer-specific profiles , 2009, Metabolomics.

[39]  Ching-Ping Tseng,et al.  Oxygen- and Growth Rate-Dependent Regulation ofEscherichia coli Fumarase (FumA, FumB, and FumC) Activity , 2001, Journal of bacteriology.

[40]  R. Gunsalus,et al.  Regulation of narK gene expression in Escherichia coli in response to anaerobiosis, nitrate, iron, and molybdenum , 1992, Journal of bacteriology.

[41]  H. Mori,et al.  Construction of Escherichia coli K-12 in-frame, single-gene knockout mutants: the Keio collection , 2006, Molecular systems biology.

[42]  G. Bennett,et al.  Effect of the global redox sensing/regulation networks on Escherichia coli and metabolic flux distribution based on C-13 labeling experiments. , 2006, Metabolic engineering.

[43]  M. Tomita,et al.  Quantitative metabolome analysis using capillary electrophoresis mass spectrometry. , 2003, Journal of proteome research.

[44]  R. Poole,et al.  The respiratory chains of Escherichia coli. , 1984, Microbiological reviews.

[45]  K. Hellingwerf,et al.  Effects of Limited Aeration and of the ArcAB System on Intermediary Pyruvate Catabolism in Escherichia coli , 2000, Journal of bacteriology.

[46]  Nobuyoshi Ishii,et al.  13C‐metabolic flux analysis for batch culture of Escherichia coli and its pyk and pgi gene knockout mutants based on mass isotopomer distribution of intracellular metabolites , 2010, Biotechnology progress.

[47]  U. Sauer,et al.  Large-scale 13C-flux analysis reveals distinct transcriptional control of respiratory and fermentative metabolism in Escherichia coli , 2011, Molecular systems biology.

[48]  K. Shimizu Toward systematic metabolic engineering based on the analysis of metabolic regulation by the integration of different levels of information , 2009 .

[49]  G. Unden,et al.  Functional citric acid cycle in an arcA mutant of Escherichia coli during growth with nitrate under anoxic conditions , 1998, Archives of Microbiology.

[50]  Pei Yee Ho,et al.  Effect of lpdA gene knockout on the metabolism in Escherichia coli based on enzyme activities, intracellular metabolite concentrations and metabolic flux analysis by 13C-labeling experiments. , 2006, Journal of biotechnology.