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Tandem Mass Spectrometry for (13)C Metabolic Flux Analysis: Methods and Algorithms Based on EMU Framework

In the past two decades, (13)C metabolic flux analysis ((13)C-MFA) has matured into a powerful and widely used scientific tool in metabolic engineering and systems biology. Traditionally, metabolic fluxes have been determined from measurements of isotopic labeling by means of mass spectrometry (MS)...

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Autores principales: Choi, Jungik, Antoniewicz, Maciek R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6353858/
https://www.ncbi.nlm.nih.gov/pubmed/30733712
http://dx.doi.org/10.3389/fmicb.2019.00031
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author Choi, Jungik
Antoniewicz, Maciek R.
author_facet Choi, Jungik
Antoniewicz, Maciek R.
author_sort Choi, Jungik
collection PubMed
description In the past two decades, (13)C metabolic flux analysis ((13)C-MFA) has matured into a powerful and widely used scientific tool in metabolic engineering and systems biology. Traditionally, metabolic fluxes have been determined from measurements of isotopic labeling by means of mass spectrometry (MS) or nuclear magnetic resonance (NMR). In recent years, tandem MS has emerged as a new analytical technique that can provide additional information for high-resolution quantification of metabolic fluxes in complex biological systems. In this paper, we present recent advances in methods and algorithms for incorporating tandem MS measurements into existing (13)C-MFA approaches that are based on the elementary metabolite units (EMU) framework. Specifically, efficient EMU-based algorithms are presented for simulating tandem MS data, tracing isotopic labeling in biochemical network models and for correcting tandem MS data for natural isotope abundances.
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spelling pubmed-63538582019-02-07 Tandem Mass Spectrometry for (13)C Metabolic Flux Analysis: Methods and Algorithms Based on EMU Framework Choi, Jungik Antoniewicz, Maciek R. Front Microbiol Microbiology In the past two decades, (13)C metabolic flux analysis ((13)C-MFA) has matured into a powerful and widely used scientific tool in metabolic engineering and systems biology. Traditionally, metabolic fluxes have been determined from measurements of isotopic labeling by means of mass spectrometry (MS) or nuclear magnetic resonance (NMR). In recent years, tandem MS has emerged as a new analytical technique that can provide additional information for high-resolution quantification of metabolic fluxes in complex biological systems. In this paper, we present recent advances in methods and algorithms for incorporating tandem MS measurements into existing (13)C-MFA approaches that are based on the elementary metabolite units (EMU) framework. Specifically, efficient EMU-based algorithms are presented for simulating tandem MS data, tracing isotopic labeling in biochemical network models and for correcting tandem MS data for natural isotope abundances. Frontiers Media S.A. 2019-01-24 /pmc/articles/PMC6353858/ /pubmed/30733712 http://dx.doi.org/10.3389/fmicb.2019.00031 Text en Copyright © 2019 Choi and Antoniewicz. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Microbiology
Choi, Jungik
Antoniewicz, Maciek R.
Tandem Mass Spectrometry for (13)C Metabolic Flux Analysis: Methods and Algorithms Based on EMU Framework
title Tandem Mass Spectrometry for (13)C Metabolic Flux Analysis: Methods and Algorithms Based on EMU Framework
title_full Tandem Mass Spectrometry for (13)C Metabolic Flux Analysis: Methods and Algorithms Based on EMU Framework
title_fullStr Tandem Mass Spectrometry for (13)C Metabolic Flux Analysis: Methods and Algorithms Based on EMU Framework
title_full_unstemmed Tandem Mass Spectrometry for (13)C Metabolic Flux Analysis: Methods and Algorithms Based on EMU Framework
title_short Tandem Mass Spectrometry for (13)C Metabolic Flux Analysis: Methods and Algorithms Based on EMU Framework
title_sort tandem mass spectrometry for (13)c metabolic flux analysis: methods and algorithms based on emu framework
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6353858/
https://www.ncbi.nlm.nih.gov/pubmed/30733712
http://dx.doi.org/10.3389/fmicb.2019.00031
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