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Compartment-specific metabolome labeling enables the identification of subcellular fluxes that may serve as promising metabolic engineering targets in CHO cells

(13)C labeling data are used to calculate quantitative intracellular flux patterns reflecting in vivo conditions. Given that approaches for compartment-specific metabolomics exist, the benefits they offer compared to conventional non-compartmented (13)C flux studies remain to be determined. Using co...

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Autores principales: Wijaya, Andy Wiranata, Ulmer, Andreas, Hundsdorfer, Lara, Verhagen, Natascha, Teleki, Attila, Takors, Ralf
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8536584/
https://www.ncbi.nlm.nih.gov/pubmed/34590184
http://dx.doi.org/10.1007/s00449-021-02628-1
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author Wijaya, Andy Wiranata
Ulmer, Andreas
Hundsdorfer, Lara
Verhagen, Natascha
Teleki, Attila
Takors, Ralf
author_facet Wijaya, Andy Wiranata
Ulmer, Andreas
Hundsdorfer, Lara
Verhagen, Natascha
Teleki, Attila
Takors, Ralf
author_sort Wijaya, Andy Wiranata
collection PubMed
description (13)C labeling data are used to calculate quantitative intracellular flux patterns reflecting in vivo conditions. Given that approaches for compartment-specific metabolomics exist, the benefits they offer compared to conventional non-compartmented (13)C flux studies remain to be determined. Using compartment-specific labeling information of IgG1-producing Chinese hamster ovary cells, this study investigated differences of flux patterns exploiting and ignoring metabolic labeling data of cytosol and mitochondria. Although cellular analysis provided good estimates for the majority of intracellular fluxes, half of the mitochondrial transporters, and NADH and ATP balances, severe differences were found for some reactions. Accurate flux estimations of almost all iso-enzymes heavily depended on the sub-cellular labeling information. Furthermore, key discrepancies were found for the mitochondrial carriers v(AGC1) (Aspartate/Glutamate antiporter), v(DIC) (Malate/H(+) symporter), and v(OGC) (α-ketoglutarate/malate antiporter). Special emphasis is given to the flux of cytosolic malic enzyme (v(ME)): it could not be estimated without the compartment-specific malate labeling information. Interesting enough, cytosolic malic enzyme is an important metabolic engineering target for improving cell-specific IgG1 productivity. Hence, compartment-specific (13)C labeling analysis serves as prerequisite for related metabolic engineering studies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00449-021-02628-1.
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spelling pubmed-85365842021-11-04 Compartment-specific metabolome labeling enables the identification of subcellular fluxes that may serve as promising metabolic engineering targets in CHO cells Wijaya, Andy Wiranata Ulmer, Andreas Hundsdorfer, Lara Verhagen, Natascha Teleki, Attila Takors, Ralf Bioprocess Biosyst Eng Research Paper (13)C labeling data are used to calculate quantitative intracellular flux patterns reflecting in vivo conditions. Given that approaches for compartment-specific metabolomics exist, the benefits they offer compared to conventional non-compartmented (13)C flux studies remain to be determined. Using compartment-specific labeling information of IgG1-producing Chinese hamster ovary cells, this study investigated differences of flux patterns exploiting and ignoring metabolic labeling data of cytosol and mitochondria. Although cellular analysis provided good estimates for the majority of intracellular fluxes, half of the mitochondrial transporters, and NADH and ATP balances, severe differences were found for some reactions. Accurate flux estimations of almost all iso-enzymes heavily depended on the sub-cellular labeling information. Furthermore, key discrepancies were found for the mitochondrial carriers v(AGC1) (Aspartate/Glutamate antiporter), v(DIC) (Malate/H(+) symporter), and v(OGC) (α-ketoglutarate/malate antiporter). Special emphasis is given to the flux of cytosolic malic enzyme (v(ME)): it could not be estimated without the compartment-specific malate labeling information. Interesting enough, cytosolic malic enzyme is an important metabolic engineering target for improving cell-specific IgG1 productivity. Hence, compartment-specific (13)C labeling analysis serves as prerequisite for related metabolic engineering studies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00449-021-02628-1. Springer Berlin Heidelberg 2021-09-30 2021 /pmc/articles/PMC8536584/ /pubmed/34590184 http://dx.doi.org/10.1007/s00449-021-02628-1 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
Wijaya, Andy Wiranata
Ulmer, Andreas
Hundsdorfer, Lara
Verhagen, Natascha
Teleki, Attila
Takors, Ralf
Compartment-specific metabolome labeling enables the identification of subcellular fluxes that may serve as promising metabolic engineering targets in CHO cells
title Compartment-specific metabolome labeling enables the identification of subcellular fluxes that may serve as promising metabolic engineering targets in CHO cells
title_full Compartment-specific metabolome labeling enables the identification of subcellular fluxes that may serve as promising metabolic engineering targets in CHO cells
title_fullStr Compartment-specific metabolome labeling enables the identification of subcellular fluxes that may serve as promising metabolic engineering targets in CHO cells
title_full_unstemmed Compartment-specific metabolome labeling enables the identification of subcellular fluxes that may serve as promising metabolic engineering targets in CHO cells
title_short Compartment-specific metabolome labeling enables the identification of subcellular fluxes that may serve as promising metabolic engineering targets in CHO cells
title_sort compartment-specific metabolome labeling enables the identification of subcellular fluxes that may serve as promising metabolic engineering targets in cho cells
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8536584/
https://www.ncbi.nlm.nih.gov/pubmed/34590184
http://dx.doi.org/10.1007/s00449-021-02628-1
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