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One‐shot (13)C(15)N‐metabolic flux analysis for simultaneous quantification of carbon and nitrogen flux
Metabolic flux is the final output of cellular regulation and has been extensively studied for carbon but much less is known about nitrogen, which is another important building block for living organisms. For the tuberculosis pathogen, this is particularly important in informing the development of e...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9996240/ https://www.ncbi.nlm.nih.gov/pubmed/36705093 http://dx.doi.org/10.15252/msb.202211099 |
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author | Borah Slater, Khushboo Beyß, Martin Xu, Ye Barber, Jim Costa, Catia Newcombe, Jane Theorell, Axel Bailey, Melanie J Beste, Dany J V McFadden, Johnjoe Nöh, Katharina |
author_facet | Borah Slater, Khushboo Beyß, Martin Xu, Ye Barber, Jim Costa, Catia Newcombe, Jane Theorell, Axel Bailey, Melanie J Beste, Dany J V McFadden, Johnjoe Nöh, Katharina |
author_sort | Borah Slater, Khushboo |
collection | PubMed |
description | Metabolic flux is the final output of cellular regulation and has been extensively studied for carbon but much less is known about nitrogen, which is another important building block for living organisms. For the tuberculosis pathogen, this is particularly important in informing the development of effective drugs targeting the pathogen's metabolism. Here we performed (13)C(15)N dual isotopic labeling of Mycobacterium bovis BCG steady state cultures, quantified intracellular carbon and nitrogen fluxes and inferred reaction bidirectionalities. This was achieved by model scope extension and refinement, implemented in a multi‐atom transition model, within the statistical framework of Bayesian model averaging (BMA). Using BMA‐based (13)C(15)N‐metabolic flux analysis, we jointly resolve carbon and nitrogen fluxes quantitatively. We provide the first nitrogen flux distributions for amino acid and nucleotide biosynthesis in mycobacteria and establish glutamate as the central node for nitrogen metabolism. We improved resolution of the notoriously elusive anaplerotic node in central carbon metabolism and revealed possible operation modes. Our study provides a powerful and statistically rigorous platform to simultaneously infer carbon and nitrogen metabolism in any biological system. |
format | Online Article Text |
id | pubmed-9996240 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99962402023-03-10 One‐shot (13)C(15)N‐metabolic flux analysis for simultaneous quantification of carbon and nitrogen flux Borah Slater, Khushboo Beyß, Martin Xu, Ye Barber, Jim Costa, Catia Newcombe, Jane Theorell, Axel Bailey, Melanie J Beste, Dany J V McFadden, Johnjoe Nöh, Katharina Mol Syst Biol Articles Metabolic flux is the final output of cellular regulation and has been extensively studied for carbon but much less is known about nitrogen, which is another important building block for living organisms. For the tuberculosis pathogen, this is particularly important in informing the development of effective drugs targeting the pathogen's metabolism. Here we performed (13)C(15)N dual isotopic labeling of Mycobacterium bovis BCG steady state cultures, quantified intracellular carbon and nitrogen fluxes and inferred reaction bidirectionalities. This was achieved by model scope extension and refinement, implemented in a multi‐atom transition model, within the statistical framework of Bayesian model averaging (BMA). Using BMA‐based (13)C(15)N‐metabolic flux analysis, we jointly resolve carbon and nitrogen fluxes quantitatively. We provide the first nitrogen flux distributions for amino acid and nucleotide biosynthesis in mycobacteria and establish glutamate as the central node for nitrogen metabolism. We improved resolution of the notoriously elusive anaplerotic node in central carbon metabolism and revealed possible operation modes. Our study provides a powerful and statistically rigorous platform to simultaneously infer carbon and nitrogen metabolism in any biological system. John Wiley and Sons Inc. 2023-01-27 /pmc/articles/PMC9996240/ /pubmed/36705093 http://dx.doi.org/10.15252/msb.202211099 Text en © 2023 The Authors. Published under the terms of the CC BY 4.0 license https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Articles Borah Slater, Khushboo Beyß, Martin Xu, Ye Barber, Jim Costa, Catia Newcombe, Jane Theorell, Axel Bailey, Melanie J Beste, Dany J V McFadden, Johnjoe Nöh, Katharina One‐shot (13)C(15)N‐metabolic flux analysis for simultaneous quantification of carbon and nitrogen flux |
title | One‐shot
(13)C(15)N‐metabolic flux analysis for simultaneous quantification of carbon and nitrogen flux |
title_full | One‐shot
(13)C(15)N‐metabolic flux analysis for simultaneous quantification of carbon and nitrogen flux |
title_fullStr | One‐shot
(13)C(15)N‐metabolic flux analysis for simultaneous quantification of carbon and nitrogen flux |
title_full_unstemmed | One‐shot
(13)C(15)N‐metabolic flux analysis for simultaneous quantification of carbon and nitrogen flux |
title_short | One‐shot
(13)C(15)N‐metabolic flux analysis for simultaneous quantification of carbon and nitrogen flux |
title_sort | one‐shot
(13)c(15)n‐metabolic flux analysis for simultaneous quantification of carbon and nitrogen flux |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9996240/ https://www.ncbi.nlm.nih.gov/pubmed/36705093 http://dx.doi.org/10.15252/msb.202211099 |
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