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Escherichia coli metabolism under short-term repetitive substrate dynamics: adaptation and trade-offs
BACKGROUND: Microbial metabolism is highly dependent on the environmental conditions. Especially, the substrate concentration, as well as oxygen availability, determine the metabolic rates. In large-scale bioreactors, microorganisms encounter dynamic conditions in substrate and oxygen availability (...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7260802/ https://www.ncbi.nlm.nih.gov/pubmed/32471427 http://dx.doi.org/10.1186/s12934-020-01379-0 |
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author | Vasilakou, Eleni van Loosdrecht, Mark C. M. Wahl, S. Aljoscha |
author_facet | Vasilakou, Eleni van Loosdrecht, Mark C. M. Wahl, S. Aljoscha |
author_sort | Vasilakou, Eleni |
collection | PubMed |
description | BACKGROUND: Microbial metabolism is highly dependent on the environmental conditions. Especially, the substrate concentration, as well as oxygen availability, determine the metabolic rates. In large-scale bioreactors, microorganisms encounter dynamic conditions in substrate and oxygen availability (mixing limitations), which influence their metabolism and subsequently their physiology. Earlier, single substrate pulse experiments were not able to explain the observed physiological changes generated under large-scale industrial fermentation conditions. RESULTS: In this study we applied a repetitive feast–famine regime in an aerobic Escherichia coli culture in a time-scale of seconds. The regime was applied for several generations, allowing cells to adapt to the (repetitive) dynamic environment. The observed response was highly reproducible over the cycles, indicating that cells were indeed fully adapted to the regime. We observed an increase of the specific substrate and oxygen consumption (average) rates during the feast–famine regime, compared to a steady-state (chemostat) reference environment. The increased rates at same (average) growth rate led to a reduced biomass yield (30% lower). Interestingly, this drop was not followed by increased by-product formation, pointing to the existence of energy-spilling reactions. During the feast–famine cycle, the cells rapidly increased their uptake rate. Within 10 s after the beginning of the feeding, the substrate uptake rate was higher (4.68 μmol/g(CDW)/s) than reported during batch growth (3.3 μmol/g(CDW)/s). The high uptake led to an accumulation of several intracellular metabolites, during the feast phase, accounting for up to 34% of the carbon supplied. Although the metabolite concentrations changed rapidly, the cellular energy charge remained unaffected, suggesting well-controlled balance between ATP producing and ATP consuming reactions. CONCLUSIONS: The adaptation of the physiology and metabolism of E. coli under substrate dynamics, representative for large-scale fermenters, revealed the existence of several cellular mechanisms coping with stress. Changes in the substrate uptake system, storage potential and energy-spilling processes resulted to be of great importance. These metabolic strategies consist a meaningful step to further tackle reduced microbial performance, observed under large-scale cultivations. |
format | Online Article Text |
id | pubmed-7260802 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-72608022020-06-07 Escherichia coli metabolism under short-term repetitive substrate dynamics: adaptation and trade-offs Vasilakou, Eleni van Loosdrecht, Mark C. M. Wahl, S. Aljoscha Microb Cell Fact Research BACKGROUND: Microbial metabolism is highly dependent on the environmental conditions. Especially, the substrate concentration, as well as oxygen availability, determine the metabolic rates. In large-scale bioreactors, microorganisms encounter dynamic conditions in substrate and oxygen availability (mixing limitations), which influence their metabolism and subsequently their physiology. Earlier, single substrate pulse experiments were not able to explain the observed physiological changes generated under large-scale industrial fermentation conditions. RESULTS: In this study we applied a repetitive feast–famine regime in an aerobic Escherichia coli culture in a time-scale of seconds. The regime was applied for several generations, allowing cells to adapt to the (repetitive) dynamic environment. The observed response was highly reproducible over the cycles, indicating that cells were indeed fully adapted to the regime. We observed an increase of the specific substrate and oxygen consumption (average) rates during the feast–famine regime, compared to a steady-state (chemostat) reference environment. The increased rates at same (average) growth rate led to a reduced biomass yield (30% lower). Interestingly, this drop was not followed by increased by-product formation, pointing to the existence of energy-spilling reactions. During the feast–famine cycle, the cells rapidly increased their uptake rate. Within 10 s after the beginning of the feeding, the substrate uptake rate was higher (4.68 μmol/g(CDW)/s) than reported during batch growth (3.3 μmol/g(CDW)/s). The high uptake led to an accumulation of several intracellular metabolites, during the feast phase, accounting for up to 34% of the carbon supplied. Although the metabolite concentrations changed rapidly, the cellular energy charge remained unaffected, suggesting well-controlled balance between ATP producing and ATP consuming reactions. CONCLUSIONS: The adaptation of the physiology and metabolism of E. coli under substrate dynamics, representative for large-scale fermenters, revealed the existence of several cellular mechanisms coping with stress. Changes in the substrate uptake system, storage potential and energy-spilling processes resulted to be of great importance. These metabolic strategies consist a meaningful step to further tackle reduced microbial performance, observed under large-scale cultivations. BioMed Central 2020-05-29 /pmc/articles/PMC7260802/ /pubmed/32471427 http://dx.doi.org/10.1186/s12934-020-01379-0 Text en © The Author(s) 2020 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/. 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 in a credit line to the data. |
spellingShingle | Research Vasilakou, Eleni van Loosdrecht, Mark C. M. Wahl, S. Aljoscha Escherichia coli metabolism under short-term repetitive substrate dynamics: adaptation and trade-offs |
title | Escherichia coli metabolism under short-term repetitive substrate dynamics: adaptation and trade-offs |
title_full | Escherichia coli metabolism under short-term repetitive substrate dynamics: adaptation and trade-offs |
title_fullStr | Escherichia coli metabolism under short-term repetitive substrate dynamics: adaptation and trade-offs |
title_full_unstemmed | Escherichia coli metabolism under short-term repetitive substrate dynamics: adaptation and trade-offs |
title_short | Escherichia coli metabolism under short-term repetitive substrate dynamics: adaptation and trade-offs |
title_sort | escherichia coli metabolism under short-term repetitive substrate dynamics: adaptation and trade-offs |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7260802/ https://www.ncbi.nlm.nih.gov/pubmed/32471427 http://dx.doi.org/10.1186/s12934-020-01379-0 |
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