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Metabolic control analysis of L-tryptophan producing Escherichia coli applying targeted perturbation with shikimate
L-tryptophan production from glycerol with Escherichia coli was analysed by perturbation studies and metabolic control analysis. The insertion of a non-natural shikimate transporter into the genome of an Escherichia coli L-tryptophan production strain enabled targeted perturbation within the product...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8536597/ https://www.ncbi.nlm.nih.gov/pubmed/34519841 http://dx.doi.org/10.1007/s00449-021-02630-7 |
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author | Schoppel, Kristin Trachtmann, Natalia Mittermeier, Fabian Sprenger, Georg A. Weuster-Botz, Dirk |
author_facet | Schoppel, Kristin Trachtmann, Natalia Mittermeier, Fabian Sprenger, Georg A. Weuster-Botz, Dirk |
author_sort | Schoppel, Kristin |
collection | PubMed |
description | L-tryptophan production from glycerol with Escherichia coli was analysed by perturbation studies and metabolic control analysis. The insertion of a non-natural shikimate transporter into the genome of an Escherichia coli L-tryptophan production strain enabled targeted perturbation within the product pathway with shikimate during parallelised short-term perturbation experiments with cells withdrawn from a 15 L fed-batch production process. Expression of the shikimate/H(+)-symporter gene (shiA) from Corynebacterium glutamicum did not alter process performance within the estimation error. Metabolic analyses and subsequent extensive data evaluation were performed based on the data of the parallel analysis reactors and the production process. Extracellular rates and intracellular metabolite concentrations displayed evident deflections in cell metabolism and particularly in chorismate biosynthesis due to the perturbations with shikimate. Intracellular flux distributions were estimated using a thermodynamics-based flux analysis method, which integrates thermodynamic constraints and intracellular metabolite concentrations to restrain the solution space. Feasible flux distributions, Gibbs reaction energies and concentration ranges were computed simultaneously for the genome-wide metabolic model, with minimum bias in relation to the direction of metabolic reactions. Metabolic control analysis was applied to estimate elasticities and flux control coefficients, predicting controlling sites for L-tryptophan biosynthesis. The addition of shikimate led to enhanced deviations in chorismate biosynthesis, revealing a so far not observed control of 3-dehydroquinate synthase on L-tryptophan formation. The relative expression of the identified target genes was analysed with RT-qPCR. Transcriptome analysis revealed disparities in gene expression and the localisation of target genes to further improve the microbial L-tryptophan producer by metabolic engineering. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00449-021-02630-7. |
format | Online Article Text |
id | pubmed-8536597 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-85365972021-10-27 Metabolic control analysis of L-tryptophan producing Escherichia coli applying targeted perturbation with shikimate Schoppel, Kristin Trachtmann, Natalia Mittermeier, Fabian Sprenger, Georg A. Weuster-Botz, Dirk Bioprocess Biosyst Eng Research Paper L-tryptophan production from glycerol with Escherichia coli was analysed by perturbation studies and metabolic control analysis. The insertion of a non-natural shikimate transporter into the genome of an Escherichia coli L-tryptophan production strain enabled targeted perturbation within the product pathway with shikimate during parallelised short-term perturbation experiments with cells withdrawn from a 15 L fed-batch production process. Expression of the shikimate/H(+)-symporter gene (shiA) from Corynebacterium glutamicum did not alter process performance within the estimation error. Metabolic analyses and subsequent extensive data evaluation were performed based on the data of the parallel analysis reactors and the production process. Extracellular rates and intracellular metabolite concentrations displayed evident deflections in cell metabolism and particularly in chorismate biosynthesis due to the perturbations with shikimate. Intracellular flux distributions were estimated using a thermodynamics-based flux analysis method, which integrates thermodynamic constraints and intracellular metabolite concentrations to restrain the solution space. Feasible flux distributions, Gibbs reaction energies and concentration ranges were computed simultaneously for the genome-wide metabolic model, with minimum bias in relation to the direction of metabolic reactions. Metabolic control analysis was applied to estimate elasticities and flux control coefficients, predicting controlling sites for L-tryptophan biosynthesis. The addition of shikimate led to enhanced deviations in chorismate biosynthesis, revealing a so far not observed control of 3-dehydroquinate synthase on L-tryptophan formation. The relative expression of the identified target genes was analysed with RT-qPCR. Transcriptome analysis revealed disparities in gene expression and the localisation of target genes to further improve the microbial L-tryptophan producer by metabolic engineering. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00449-021-02630-7. Springer Berlin Heidelberg 2021-09-14 2021 /pmc/articles/PMC8536597/ /pubmed/34519841 http://dx.doi.org/10.1007/s00449-021-02630-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Paper Schoppel, Kristin Trachtmann, Natalia Mittermeier, Fabian Sprenger, Georg A. Weuster-Botz, Dirk Metabolic control analysis of L-tryptophan producing Escherichia coli applying targeted perturbation with shikimate |
title | Metabolic control analysis of L-tryptophan producing Escherichia coli applying targeted perturbation with shikimate |
title_full | Metabolic control analysis of L-tryptophan producing Escherichia coli applying targeted perturbation with shikimate |
title_fullStr | Metabolic control analysis of L-tryptophan producing Escherichia coli applying targeted perturbation with shikimate |
title_full_unstemmed | Metabolic control analysis of L-tryptophan producing Escherichia coli applying targeted perturbation with shikimate |
title_short | Metabolic control analysis of L-tryptophan producing Escherichia coli applying targeted perturbation with shikimate |
title_sort | metabolic control analysis of l-tryptophan producing escherichia coli applying targeted perturbation with shikimate |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8536597/ https://www.ncbi.nlm.nih.gov/pubmed/34519841 http://dx.doi.org/10.1007/s00449-021-02630-7 |
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