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Model-driven intracellular redox status modulation for increasing isobutanol production in Escherichia coli

BACKGROUND: Few strains have been found to produce isobutanol naturally. For building a high performance isobutanol-producing strain, rebalancing redox status of the cell was very crucial through systematic investigation of redox cofactors metabolism. Then, the metabolic model provided a powerful to...

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Autores principales: Liu, Jiao, Qi, Haishan, Wang, Cheng, Wen, Jianping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4522091/
https://www.ncbi.nlm.nih.gov/pubmed/26236397
http://dx.doi.org/10.1186/s13068-015-0291-2
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author Liu, Jiao
Qi, Haishan
Wang, Cheng
Wen, Jianping
author_facet Liu, Jiao
Qi, Haishan
Wang, Cheng
Wen, Jianping
author_sort Liu, Jiao
collection PubMed
description BACKGROUND: Few strains have been found to produce isobutanol naturally. For building a high performance isobutanol-producing strain, rebalancing redox status of the cell was very crucial through systematic investigation of redox cofactors metabolism. Then, the metabolic model provided a powerful tool for the rational modulation of the redox status. RESULTS: Firstly, a starting isobutanol-producing E. coli strain LA02 was engineered with only 2.7 g/L isobutanol produced. Then, the genome-scale metabolic modeling was specially carried out for the redox cofactor metabolism of the strain LA02 by combining flux balance analysis and minimization of metabolic adjustment, and the GAPD reaction catalyzed by the glyceraldehyde-3-phosphate dehydrogenase was predicted as the key target for redox status improvement. Under guidance of the metabolic model prediction, a gapN-encoding NADP(+) dependent glyceraldehyde-3-phosphate dehydrogenase pathway was constructed and then fine-tuned using five constitutive promoters. The best strain LA09 was obtained with the strongest promoter BBa_J23100. The NADPH/NADP + ratios of strain LA09 reached 0.67 at exponential phase and 0.64 at stationary phase. The redox modulations resulted in the decrease production of ethanol and lactate by 17.5 and 51.7% to 1.32 and 6.08 g/L, respectively. Therefore, the isobutanol titer was increased by 221% to 8.68 g/L. CONCLUSIONS: This research has achieved rational redox status improvement of isobutanol-producing strain under guidance of the prediction and modeling of the genome-scale metabolic model of isobutanol-producing E. coli strain with the aid of synthetic promoters. Therefore, the production of isobutanol was dramatically increased by 2.21-fold from 2.7 to 8.68 g/L. Moreover, the developed model-driven method special for redox cofactor metabolism was of very helpful to the redox status modulation of other bio-products. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13068-015-0291-2) contains supplementary material, which is available to authorized users.
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spelling pubmed-45220912015-08-02 Model-driven intracellular redox status modulation for increasing isobutanol production in Escherichia coli Liu, Jiao Qi, Haishan Wang, Cheng Wen, Jianping Biotechnol Biofuels Research Article BACKGROUND: Few strains have been found to produce isobutanol naturally. For building a high performance isobutanol-producing strain, rebalancing redox status of the cell was very crucial through systematic investigation of redox cofactors metabolism. Then, the metabolic model provided a powerful tool for the rational modulation of the redox status. RESULTS: Firstly, a starting isobutanol-producing E. coli strain LA02 was engineered with only 2.7 g/L isobutanol produced. Then, the genome-scale metabolic modeling was specially carried out for the redox cofactor metabolism of the strain LA02 by combining flux balance analysis and minimization of metabolic adjustment, and the GAPD reaction catalyzed by the glyceraldehyde-3-phosphate dehydrogenase was predicted as the key target for redox status improvement. Under guidance of the metabolic model prediction, a gapN-encoding NADP(+) dependent glyceraldehyde-3-phosphate dehydrogenase pathway was constructed and then fine-tuned using five constitutive promoters. The best strain LA09 was obtained with the strongest promoter BBa_J23100. The NADPH/NADP + ratios of strain LA09 reached 0.67 at exponential phase and 0.64 at stationary phase. The redox modulations resulted in the decrease production of ethanol and lactate by 17.5 and 51.7% to 1.32 and 6.08 g/L, respectively. Therefore, the isobutanol titer was increased by 221% to 8.68 g/L. CONCLUSIONS: This research has achieved rational redox status improvement of isobutanol-producing strain under guidance of the prediction and modeling of the genome-scale metabolic model of isobutanol-producing E. coli strain with the aid of synthetic promoters. Therefore, the production of isobutanol was dramatically increased by 2.21-fold from 2.7 to 8.68 g/L. Moreover, the developed model-driven method special for redox cofactor metabolism was of very helpful to the redox status modulation of other bio-products. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13068-015-0291-2) contains supplementary material, which is available to authorized users. BioMed Central 2015-08-01 /pmc/articles/PMC4522091/ /pubmed/26236397 http://dx.doi.org/10.1186/s13068-015-0291-2 Text en © Liu et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Liu, Jiao
Qi, Haishan
Wang, Cheng
Wen, Jianping
Model-driven intracellular redox status modulation for increasing isobutanol production in Escherichia coli
title Model-driven intracellular redox status modulation for increasing isobutanol production in Escherichia coli
title_full Model-driven intracellular redox status modulation for increasing isobutanol production in Escherichia coli
title_fullStr Model-driven intracellular redox status modulation for increasing isobutanol production in Escherichia coli
title_full_unstemmed Model-driven intracellular redox status modulation for increasing isobutanol production in Escherichia coli
title_short Model-driven intracellular redox status modulation for increasing isobutanol production in Escherichia coli
title_sort model-driven intracellular redox status modulation for increasing isobutanol production in escherichia coli
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4522091/
https://www.ncbi.nlm.nih.gov/pubmed/26236397
http://dx.doi.org/10.1186/s13068-015-0291-2
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