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WUFlux: an open-source platform for (13)C metabolic flux analysis of bacterial metabolism

BACKGROUND: Flux analyses, including flux balance analysis (FBA) and (13)C-metabolic flux analysis ((13)C-MFA), offer direct insights into cell metabolism, and have been widely used to characterize model and non-model microbial species. Nonetheless, constructing the (13)C-MFA model and performing fl...

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Autores principales: He, Lian, Wu, Stephen G., Zhang, Muhan, Chen, Yixin, Tang, Yinjie J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5096001/
https://www.ncbi.nlm.nih.gov/pubmed/27814681
http://dx.doi.org/10.1186/s12859-016-1314-0
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author He, Lian
Wu, Stephen G.
Zhang, Muhan
Chen, Yixin
Tang, Yinjie J.
author_facet He, Lian
Wu, Stephen G.
Zhang, Muhan
Chen, Yixin
Tang, Yinjie J.
author_sort He, Lian
collection PubMed
description BACKGROUND: Flux analyses, including flux balance analysis (FBA) and (13)C-metabolic flux analysis ((13)C-MFA), offer direct insights into cell metabolism, and have been widely used to characterize model and non-model microbial species. Nonetheless, constructing the (13)C-MFA model and performing flux calculation are demanding for new learners, because they require knowledge of metabolic networks, carbon transitions, and computer programming. To facilitate and standardize the (13)C-MFA modeling work, we set out to publish a user-friendly and programming-free platform (WUFlux) for flux calculations in MATLAB(®). RESULTS: We constructed an open-source platform for steady-state (13)C-MFA. Using GUIDE (graphical user interface design environment) in MATLAB, we built a user interface that allows users to modify models based on their own experimental conditions. WUFlux is capable of directly correcting mass spectrum data of TBDMS (N-tert-butyldimethylsilyl-N-methyltrifluoroacetamide)-derivatized proteinogenic amino acids by removing background noise. To simplify (13)C-MFA of different prokaryotic species, the software provides several metabolic network templates, including those for chemoheterotrophic bacteria and mixotrophic cyanobacteria. Users can modify the network and constraints, and then analyze the microbial carbon and energy metabolisms of various carbon substrates (e.g., glucose, pyruvate/lactate, acetate, xylose, and glycerol). WUFlux also offers several ways of visualizing the flux results with respect to the constructed network. To validate our model’s applicability, we have compared and discussed the flux results obtained from WUFlux and other MFA software. We have also illustrated how model constraints of cofactor and ATP balances influence fluxome results. CONCLUSION: Open-source software for (13)C-MFA, WUFlux, with a user-friendly interface and easy-to-modify templates, is now available at http://www.13cmfa.org/or (http://tang.eece.wustl.edu/ToolDevelopment.htm). We will continue documenting curated models of non-model microbial species and improving WUFlux performance. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-016-1314-0) contains supplementary material, which is available to authorized users.
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spelling pubmed-50960012016-11-07 WUFlux: an open-source platform for (13)C metabolic flux analysis of bacterial metabolism He, Lian Wu, Stephen G. Zhang, Muhan Chen, Yixin Tang, Yinjie J. BMC Bioinformatics Software BACKGROUND: Flux analyses, including flux balance analysis (FBA) and (13)C-metabolic flux analysis ((13)C-MFA), offer direct insights into cell metabolism, and have been widely used to characterize model and non-model microbial species. Nonetheless, constructing the (13)C-MFA model and performing flux calculation are demanding for new learners, because they require knowledge of metabolic networks, carbon transitions, and computer programming. To facilitate and standardize the (13)C-MFA modeling work, we set out to publish a user-friendly and programming-free platform (WUFlux) for flux calculations in MATLAB(®). RESULTS: We constructed an open-source platform for steady-state (13)C-MFA. Using GUIDE (graphical user interface design environment) in MATLAB, we built a user interface that allows users to modify models based on their own experimental conditions. WUFlux is capable of directly correcting mass spectrum data of TBDMS (N-tert-butyldimethylsilyl-N-methyltrifluoroacetamide)-derivatized proteinogenic amino acids by removing background noise. To simplify (13)C-MFA of different prokaryotic species, the software provides several metabolic network templates, including those for chemoheterotrophic bacteria and mixotrophic cyanobacteria. Users can modify the network and constraints, and then analyze the microbial carbon and energy metabolisms of various carbon substrates (e.g., glucose, pyruvate/lactate, acetate, xylose, and glycerol). WUFlux also offers several ways of visualizing the flux results with respect to the constructed network. To validate our model’s applicability, we have compared and discussed the flux results obtained from WUFlux and other MFA software. We have also illustrated how model constraints of cofactor and ATP balances influence fluxome results. CONCLUSION: Open-source software for (13)C-MFA, WUFlux, with a user-friendly interface and easy-to-modify templates, is now available at http://www.13cmfa.org/or (http://tang.eece.wustl.edu/ToolDevelopment.htm). We will continue documenting curated models of non-model microbial species and improving WUFlux performance. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-016-1314-0) contains supplementary material, which is available to authorized users. BioMed Central 2016-11-04 /pmc/articles/PMC5096001/ /pubmed/27814681 http://dx.doi.org/10.1186/s12859-016-1314-0 Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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 Software
He, Lian
Wu, Stephen G.
Zhang, Muhan
Chen, Yixin
Tang, Yinjie J.
WUFlux: an open-source platform for (13)C metabolic flux analysis of bacterial metabolism
title WUFlux: an open-source platform for (13)C metabolic flux analysis of bacterial metabolism
title_full WUFlux: an open-source platform for (13)C metabolic flux analysis of bacterial metabolism
title_fullStr WUFlux: an open-source platform for (13)C metabolic flux analysis of bacterial metabolism
title_full_unstemmed WUFlux: an open-source platform for (13)C metabolic flux analysis of bacterial metabolism
title_short WUFlux: an open-source platform for (13)C metabolic flux analysis of bacterial metabolism
title_sort wuflux: an open-source platform for (13)c metabolic flux analysis of bacterial metabolism
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5096001/
https://www.ncbi.nlm.nih.gov/pubmed/27814681
http://dx.doi.org/10.1186/s12859-016-1314-0
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