Metabolomics,Unknown,Transcriptomics,Genomics,Proteomics

Dataset Information

Zymomonas mobilis oxygen stress responses

ABSTRACT: Zymomonas mobilis ZM4 produces near theoretical yields of ethanol with high specific productivity and recombinant strains are able to ferment both C-5 and C-6 sugars. However, the genetic and physiological basis of the ZM4 response to various industrially-relevant stresses is poorly understood. In this study, the dynamics of ZM4 oxygen stress responses were elucidated by characterizing the transcriptomic and metabolomic profiles of aerobic and anaerobic fermentations using whole-genome microarray analysis and gas chromatography-mass spectrometry. In the absence of oxygen, ZM4 consumed glucose more rapidly, had a higher growth rate, and ethanol was the major end-product. Under aerobic conditions, much less ethanol was observed with other end-products produced, including acetate, lactate, and acetoin. In the early exponential phase, no genes were detected as being significantly differentially expressed between aerobic and anaerobic conditions via microarray analysis. However, microarray analysis of the stationary phase cultures revealed that 166 genes were significantly differentially expressed by more than two-fold. Quantitative-PCR validated the expression values for seventeen genes from different categories of stationary phase microarray data. Transcripts for Entner-Doudoroff pathway genes and gene pdc, encoding a key enzyme leading to the ethanol production, were at least 30-fold more abundant under anaerobic conditions at stationary phase based on quantitative-PCR results. Expression of stress response genes was found to be greater under oxygen stress conditions. GC-MS analysis of stationary phase intracellular metabolites indicated that ZM4 under anaerobic conditions contained lower levels of amino acids, glucose and ED pathway intermediates, whereas metabolites such as ribitol, trehalose, myristic acid, glyceric acid, glucose 6-phosphate, mannose 6-phosphate, and 4-hydroxybutanoic acid were more abundant than under aerobic conditions. Transcriptomic and metabolomic data were consistent with faster glucose consumption and greater ethanol production under anaerobic conditions and suggested gene targets for deletion and improved fermentation. Keywords: Time course/ Stress Response A total of 24 samples were analyzed. These consisted of two times points, (3 hours and 26 hours) under two conditions (anaerobic and aerobic). There were 3 biological replicates and two dye swaps. Each microarray containted one to two probes per predicted coding sequence.

ORGANISM(S): Zymomonas mobilis

SUBMITTER: Stan Martin

PROVIDER: E-GEOD-10302 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Publications

Transcriptomic and metabolomic profiling of Zymomonas mobilis during aerobic and anaerobic fermentations.

Yang Shihui S Tschaplinski Timothy J TJ Engle Nancy L NL Carroll Sue L SL Martin Stanton L SL Davison Brian H BH Palumbo Anthony V AV Rodriguez Miguel M Brown Steven D SD

BMC genomics 20090120

<h4>Background</h4>Zymomonas mobilis ZM4 (ZM4) produces near theoretical yields of ethanol with high specific productivity and recombinant strains are able to ferment both C-5 and C-6 sugars. Z. mobilis performs best under anaerobic conditions, but is an aerotolerant organism. However, the genetic and physiological basis of ZM4's response to various stresses is understood poorly.<h4>Results</h4>In this study, transcriptomic and metabolomic profiles for ZM4 aerobic and anaerobic fermentations wer ...[more]

PMID: 19154596

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Project description:Zymomonas mobilis ZM4 produces near theoretical yields of ethanol with high specific productivity and recombinant strains are able to ferment both C-5 and C-6 sugars. However, the genetic and physiological basis of the ZM4 response to various industrially-relevant stresses is poorly understood. In this study, the dynamics of ZM4 oxygen stress responses were elucidated by characterizing the transcriptomic and metabolomic profiles of aerobic and anaerobic fermentations using whole-genome microarray analysis and gas chromatography-mass spectrometry. In the absence of oxygen, ZM4 consumed glucose more rapidly, had a higher growth rate, and ethanol was the major end-product. Under aerobic conditions, much less ethanol was observed with other end-products produced, including acetate, lactate, and acetoin. In the early exponential phase, no genes were detected as being significantly differentially expressed between aerobic and anaerobic conditions via microarray analysis. However, microarray analysis of the stationary phase cultures revealed that 166 genes were significantly differentially expressed by more than two-fold. Quantitative-PCR validated the expression values for seventeen genes from different categories of stationary phase microarray data. Transcripts for Entner-Doudoroff pathway genes and gene pdc, encoding a key enzyme leading to the ethanol production, were at least 30-fold more abundant under anaerobic conditions at stationary phase based on quantitative-PCR results. Expression of stress response genes was found to be greater under oxygen stress conditions. GC-MS analysis of stationary phase intracellular metabolites indicated that ZM4 under anaerobic conditions contained lower levels of amino acids, glucose and ED pathway intermediates, whereas metabolites such as ribitol, trehalose, myristic acid, glyceric acid, glucose 6-phosphate, mannose 6-phosphate, and 4-hydroxybutanoic acid were more abundant than under aerobic conditions. Transcriptomic and metabolomic data were consistent with faster glucose consumption and greater ethanol production under anaerobic conditions and suggested gene targets for deletion and improved fermentation. Keywords: Time course/ Stress Response

Project description:A comparative transcriptome approach was used to assess genes involved in metabolism and pathogenesis that are specifically activated during anaerobic growth of the spore-forming food-borne human pathogen Bacillus cereus ATCC 14579. Growth under anaerobic conditions in Brain Heart Infusion broth revealed a reduced growth rate and a lower yield as compared to that under aerobic conditions. Comparative transcriptome analysis of cells harvested at early- and mid-exponential growth phase, transition phase and stationary phase, subsequently showed hundreds of genes to be induced under anaerobic condition. These included novel genes identified for anaerobic growth of B. cereus, encoding metabolic pathways, such as the arginine deiminase pathway (ArcABDC), a formate dehydrogenase (FdhF) and a pyruvate fomate lyase (Pfl), and alternative respiratory proteins, such as arsenate reductases. Furthermore, the nitrosative stress response was induced in the anaerobic transition phase of growth, conceivably due to the production of nitric oxide as a by-product of nitrite and nitrate respiration. Notably, both hemolytic enzyme and enterotoxin encoding genes were activated in different oxygen limiting conditions, i.e. hemolytic enzyme encoding genes were induced during anaerobic growth, whereas enterotoxin encoding genes were induced in the transition and stationary phase of aerobic cultures reaching a high cell density. These data point to metabolic rearrangements, stress adaptation and activation of the virulent status of B. cereus under anaerobic conditions, such as encountered in the human GI-tract. B. cereus ATCC 14579 was grown in BHI in 50 ml. Aerobic in a Erlenmeyer flask, shaking at 200 rpm. Anaerobic in a closed flask, flushed with Nitrogen-gas for 30 min, also shaking at 200 rpm. Transcriptome analyses Phase compared to mid-exponential phase Anaerobic (OD600) 0.2 compared to 0.4 Early-exponential 1.0 compared to 0.4 Transition 1.1 compared to 0.4 Stationary Aerobic (OD600) 0.2 compared to 0.8 Early-exponential 4.0 compared to 0.8 Transition 8.0 compared to 0.8 Stationary Aerobic to anaerobic (OD600) Anaerobic 0.6 to aerobic 0.6

Project description:Lee2010 - Genome-scale metabolic network of Zymomonas mobilis (iZmobMBEL601) This model is described in the article: The genome-scale metabolic network analysis of Zymomonas mobilis ZM4 explains physiological features and suggests ethanol and succinic acid production strategies. Lee KY, Park JM, Kim TY, Yun H, Lee SY. Microb. Cell Fact. 2010; 9: 94 Abstract: BACKGROUND: Zymomonas mobilis ZM4 is a Gram-negative bacterium that can efficiently produce ethanol from various carbon substrates, including glucose, fructose, and sucrose, via the Entner-Doudoroff pathway. However, systems metabolic engineering is required to further enhance its metabolic performance for industrial application. As an important step towards this goal, the genome-scale metabolic model of Z. mobilis is required to systematically analyze in silico the metabolic characteristics of this bacterium under a wide range of genotypic and environmental conditions. RESULTS: The genome-scale metabolic model of Z. mobilis ZM4, ZmoMBEL601, was reconstructed based on its annotated genes, literature, physiological and biochemical databases. The metabolic model comprises 579 metabolites and 601 metabolic reactions (571 biochemical conversion and 30 transport reactions), built upon extensive search of existing knowledge. Physiological features of Z. mobilis were then examined using constraints-based flux analysis in detail as follows. First, the physiological changes of Z. mobilis as it shifts from anaerobic to aerobic environments (i.e. aerobic shift) were investigated. Then the intensities of flux-sum, which is the cluster of either all ingoing or outgoing fluxes through a metabolite, and the maximum in silico yields of ethanol for Z. mobilis and Escherichia coli were compared and analyzed. Furthermore, the substrate utilization range of Z. mobilis was expanded to include pentose sugar metabolism by introducing metabolic pathways to allow Z. mobilis to utilize pentose sugars. Finally, double gene knock-out simulations were performed to design a strategy for efficiently producing succinic acid as another example of application of the genome-scale metabolic model of Z. mobilis. CONCLUSION: The genome-scale metabolic model reconstructed in this study was able to successfully represent the metabolic characteristics of Z. mobilis under various conditions as validated by experiments and literature information. This reconstructed metabolic model will allow better understanding of Z. mobilis metabolism and consequently designing metabolic engineering strategies for various biotechnological applications. This model is hosted on BioModels Database and identified by: MODEL1507180031. To cite BioModels Database, please use: BioModels Database: An enhanced, curated and annotated resource for published quantitative kinetic models. To the extent possible under law, all copyright and related or neighbouring rights to this encoded model have been dedicated to the public domain worldwide. Please refer to CC0 Public Domain Dedication for more information.

Dataset Information

Zymomonas mobilis oxygen stress responses

Publications

Transcriptomic and metabolomic profiling of Zymomonas mobilis during aerobic and anaerobic fermentations.

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