Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
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
_version_ 1784902998287187968
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
work_keys_str_mv AT borahslaterkhushboo oneshot13c15nmetabolicfluxanalysisforsimultaneousquantificationofcarbonandnitrogenflux
AT beyßmartin oneshot13c15nmetabolicfluxanalysisforsimultaneousquantificationofcarbonandnitrogenflux
AT xuye oneshot13c15nmetabolicfluxanalysisforsimultaneousquantificationofcarbonandnitrogenflux
AT barberjim oneshot13c15nmetabolicfluxanalysisforsimultaneousquantificationofcarbonandnitrogenflux
AT costacatia oneshot13c15nmetabolicfluxanalysisforsimultaneousquantificationofcarbonandnitrogenflux
AT newcombejane oneshot13c15nmetabolicfluxanalysisforsimultaneousquantificationofcarbonandnitrogenflux
AT theorellaxel oneshot13c15nmetabolicfluxanalysisforsimultaneousquantificationofcarbonandnitrogenflux
AT baileymelaniej oneshot13c15nmetabolicfluxanalysisforsimultaneousquantificationofcarbonandnitrogenflux
AT bestedanyjv oneshot13c15nmetabolicfluxanalysisforsimultaneousquantificationofcarbonandnitrogenflux
AT mcfaddenjohnjoe oneshot13c15nmetabolicfluxanalysisforsimultaneousquantificationofcarbonandnitrogenflux
AT nohkatharina oneshot13c15nmetabolicfluxanalysisforsimultaneousquantificationofcarbonandnitrogenflux