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A Computational Solution to Automatically Map Metabolite Libraries in the Context of Genome Scale Metabolic Networks

This article describes a generic programmatic method for mapping chemical compound libraries on organism-specific metabolic networks from various databases (KEGG, BioCyc) and flat file formats (SBML and Matlab files). We show how this pipeline was successfully applied to decipher the coverage of che...

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Autores principales: Merlet, Benjamin, Paulhe, Nils, Vinson, Florence, Frainay, Clément, Chazalviel, Maxime, Poupin, Nathalie, Gloaguen, Yoann, Giacomoni, Franck, Jourdan, Fabien
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4754433/
https://www.ncbi.nlm.nih.gov/pubmed/26909353
http://dx.doi.org/10.3389/fmolb.2016.00002
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author Merlet, Benjamin
Paulhe, Nils
Vinson, Florence
Frainay, Clément
Chazalviel, Maxime
Poupin, Nathalie
Gloaguen, Yoann
Giacomoni, Franck
Jourdan, Fabien
author_facet Merlet, Benjamin
Paulhe, Nils
Vinson, Florence
Frainay, Clément
Chazalviel, Maxime
Poupin, Nathalie
Gloaguen, Yoann
Giacomoni, Franck
Jourdan, Fabien
author_sort Merlet, Benjamin
collection PubMed
description This article describes a generic programmatic method for mapping chemical compound libraries on organism-specific metabolic networks from various databases (KEGG, BioCyc) and flat file formats (SBML and Matlab files). We show how this pipeline was successfully applied to decipher the coverage of chemical libraries set up by two metabolomics facilities MetaboHub (French National infrastructure for metabolomics and fluxomics) and Glasgow Polyomics (GP) on the metabolic networks available in the MetExplore web server. The present generic protocol is designed to formalize and reduce the volume of information transfer between the library and the network database. Matching of metabolites between libraries and metabolic networks is based on InChIs or InChIKeys and therefore requires that these identifiers are specified in both libraries and networks. In addition to providing covering statistics, this pipeline also allows the visualization of mapping results in the context of metabolic networks. In order to achieve this goal, we tackled issues on programmatic interaction between two servers, improvement of metabolite annotation in metabolic networks and automatic loading of a mapping in genome scale metabolic network analysis tool MetExplore. It is important to note that this mapping can also be performed on a single or a selection of organisms of interest and is thus not limited to large facilities.
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spelling pubmed-47544332016-02-23 A Computational Solution to Automatically Map Metabolite Libraries in the Context of Genome Scale Metabolic Networks Merlet, Benjamin Paulhe, Nils Vinson, Florence Frainay, Clément Chazalviel, Maxime Poupin, Nathalie Gloaguen, Yoann Giacomoni, Franck Jourdan, Fabien Front Mol Biosci Molecular Biosciences This article describes a generic programmatic method for mapping chemical compound libraries on organism-specific metabolic networks from various databases (KEGG, BioCyc) and flat file formats (SBML and Matlab files). We show how this pipeline was successfully applied to decipher the coverage of chemical libraries set up by two metabolomics facilities MetaboHub (French National infrastructure for metabolomics and fluxomics) and Glasgow Polyomics (GP) on the metabolic networks available in the MetExplore web server. The present generic protocol is designed to formalize and reduce the volume of information transfer between the library and the network database. Matching of metabolites between libraries and metabolic networks is based on InChIs or InChIKeys and therefore requires that these identifiers are specified in both libraries and networks. In addition to providing covering statistics, this pipeline also allows the visualization of mapping results in the context of metabolic networks. In order to achieve this goal, we tackled issues on programmatic interaction between two servers, improvement of metabolite annotation in metabolic networks and automatic loading of a mapping in genome scale metabolic network analysis tool MetExplore. It is important to note that this mapping can also be performed on a single or a selection of organisms of interest and is thus not limited to large facilities. Frontiers Media S.A. 2016-02-16 /pmc/articles/PMC4754433/ /pubmed/26909353 http://dx.doi.org/10.3389/fmolb.2016.00002 Text en Copyright © 2016 Merlet, Paulhe, Vinson, Frainay, Chazalviel, Poupin, Gloaguen, Giacomoni and Jourdan. 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) or licensor 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 Molecular Biosciences
Merlet, Benjamin
Paulhe, Nils
Vinson, Florence
Frainay, Clément
Chazalviel, Maxime
Poupin, Nathalie
Gloaguen, Yoann
Giacomoni, Franck
Jourdan, Fabien
A Computational Solution to Automatically Map Metabolite Libraries in the Context of Genome Scale Metabolic Networks
title A Computational Solution to Automatically Map Metabolite Libraries in the Context of Genome Scale Metabolic Networks
title_full A Computational Solution to Automatically Map Metabolite Libraries in the Context of Genome Scale Metabolic Networks
title_fullStr A Computational Solution to Automatically Map Metabolite Libraries in the Context of Genome Scale Metabolic Networks
title_full_unstemmed A Computational Solution to Automatically Map Metabolite Libraries in the Context of Genome Scale Metabolic Networks
title_short A Computational Solution to Automatically Map Metabolite Libraries in the Context of Genome Scale Metabolic Networks
title_sort computational solution to automatically map metabolite libraries in the context of genome scale metabolic networks
topic Molecular Biosciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4754433/
https://www.ncbi.nlm.nih.gov/pubmed/26909353
http://dx.doi.org/10.3389/fmolb.2016.00002
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