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Non-stationary (13)C metabolic flux analysis of Chinese hamster ovary cells in batch culture using extracellular labeling highlights metabolic reversibility and compartmentation

BACKGROUND: Mapping the intracellular fluxes for established mammalian cell lines becomes increasingly important for scientific and economic reasons. However, this is being hampered by the high complexity of metabolic networks, particularly concerning compartmentation. RESULTS: Intracellular fluxes...

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Autores principales: Nicolae, Averina, Wahrheit, Judith, Bahnemann, Janina, Zeng, An-Ping, Heinzle, Elmar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4022241/
https://www.ncbi.nlm.nih.gov/pubmed/24773761
http://dx.doi.org/10.1186/1752-0509-8-50
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author Nicolae, Averina
Wahrheit, Judith
Bahnemann, Janina
Zeng, An-Ping
Heinzle, Elmar
author_facet Nicolae, Averina
Wahrheit, Judith
Bahnemann, Janina
Zeng, An-Ping
Heinzle, Elmar
author_sort Nicolae, Averina
collection PubMed
description BACKGROUND: Mapping the intracellular fluxes for established mammalian cell lines becomes increasingly important for scientific and economic reasons. However, this is being hampered by the high complexity of metabolic networks, particularly concerning compartmentation. RESULTS: Intracellular fluxes of the CHO-K1 cell line central carbon metabolism were successfully determined for a complex network using non-stationary (13)C metabolic flux analysis. Mass isotopomers of extracellular metabolites were determined using [U-(13)C(6)] glucose as labeled substrate. Metabolic compartmentation and extracellular transport reversibility proved essential to successfully reproduce the dynamics of the labeling patterns. Alanine and pyruvate reversibility changed dynamically even if their net production fluxes remained constant. Cataplerotic fluxes of cytosolic phosphoenolpyruvate carboxykinase and mitochondrial malic enzyme and pyruvate carboxylase were successfully determined. Glycolytic pyruvate channeling to lactate was modeled by including a separate pyruvate pool. In the exponential growth phase, alanine, glycine and glutamate were excreted, and glutamine, aspartate, asparagine and serine were taken up; however, all these amino acids except asparagine were exchanged reversibly with the media. High fluxes were determined in the pentose phosphate pathway and the TCA cycle. The latter was fueled mainly by glucose but also by amino acid catabolism. CONCLUSIONS: The CHO-K1 central metabolism in controlled batch culture proves to be robust. It has the main purpose to ensure fast growth on a mixture of substrates and also to mitigate oxidative stress. It achieves this by using compartmentation to control NADPH and NADH availability and by simultaneous synthesis and catabolism of amino acids.
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spelling pubmed-40222412014-05-28 Non-stationary (13)C metabolic flux analysis of Chinese hamster ovary cells in batch culture using extracellular labeling highlights metabolic reversibility and compartmentation Nicolae, Averina Wahrheit, Judith Bahnemann, Janina Zeng, An-Ping Heinzle, Elmar BMC Syst Biol Research Article BACKGROUND: Mapping the intracellular fluxes for established mammalian cell lines becomes increasingly important for scientific and economic reasons. However, this is being hampered by the high complexity of metabolic networks, particularly concerning compartmentation. RESULTS: Intracellular fluxes of the CHO-K1 cell line central carbon metabolism were successfully determined for a complex network using non-stationary (13)C metabolic flux analysis. Mass isotopomers of extracellular metabolites were determined using [U-(13)C(6)] glucose as labeled substrate. Metabolic compartmentation and extracellular transport reversibility proved essential to successfully reproduce the dynamics of the labeling patterns. Alanine and pyruvate reversibility changed dynamically even if their net production fluxes remained constant. Cataplerotic fluxes of cytosolic phosphoenolpyruvate carboxykinase and mitochondrial malic enzyme and pyruvate carboxylase were successfully determined. Glycolytic pyruvate channeling to lactate was modeled by including a separate pyruvate pool. In the exponential growth phase, alanine, glycine and glutamate were excreted, and glutamine, aspartate, asparagine and serine were taken up; however, all these amino acids except asparagine were exchanged reversibly with the media. High fluxes were determined in the pentose phosphate pathway and the TCA cycle. The latter was fueled mainly by glucose but also by amino acid catabolism. CONCLUSIONS: The CHO-K1 central metabolism in controlled batch culture proves to be robust. It has the main purpose to ensure fast growth on a mixture of substrates and also to mitigate oxidative stress. It achieves this by using compartmentation to control NADPH and NADH availability and by simultaneous synthesis and catabolism of amino acids. BioMed Central 2014-04-28 /pmc/articles/PMC4022241/ /pubmed/24773761 http://dx.doi.org/10.1186/1752-0509-8-50 Text en Copyright © 2014 Nicolae et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. 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
Nicolae, Averina
Wahrheit, Judith
Bahnemann, Janina
Zeng, An-Ping
Heinzle, Elmar
Non-stationary (13)C metabolic flux analysis of Chinese hamster ovary cells in batch culture using extracellular labeling highlights metabolic reversibility and compartmentation
title Non-stationary (13)C metabolic flux analysis of Chinese hamster ovary cells in batch culture using extracellular labeling highlights metabolic reversibility and compartmentation
title_full Non-stationary (13)C metabolic flux analysis of Chinese hamster ovary cells in batch culture using extracellular labeling highlights metabolic reversibility and compartmentation
title_fullStr Non-stationary (13)C metabolic flux analysis of Chinese hamster ovary cells in batch culture using extracellular labeling highlights metabolic reversibility and compartmentation
title_full_unstemmed Non-stationary (13)C metabolic flux analysis of Chinese hamster ovary cells in batch culture using extracellular labeling highlights metabolic reversibility and compartmentation
title_short Non-stationary (13)C metabolic flux analysis of Chinese hamster ovary cells in batch culture using extracellular labeling highlights metabolic reversibility and compartmentation
title_sort non-stationary (13)c metabolic flux analysis of chinese hamster ovary cells in batch culture using extracellular labeling highlights metabolic reversibility and compartmentation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4022241/
https://www.ncbi.nlm.nih.gov/pubmed/24773761
http://dx.doi.org/10.1186/1752-0509-8-50
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