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CobraMod: a pathway-centric curation tool for constraint-based metabolic models

SUMMARY: COnstraint-Based Reconstruction and Analysis of genome-scale metabolic models has become a widely used tool to understand metabolic network behavior at a large scale. However, existing reconstruction tools lack functionalities to address modellers' common objective to study metabolic n...

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Autores principales: Camborda, Stefano, Weder, Jan-Niklas, Töpfer, Nadine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9048663/
https://www.ncbi.nlm.nih.gov/pubmed/35201291
http://dx.doi.org/10.1093/bioinformatics/btac119
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author Camborda, Stefano
Weder, Jan-Niklas
Töpfer, Nadine
author_facet Camborda, Stefano
Weder, Jan-Niklas
Töpfer, Nadine
author_sort Camborda, Stefano
collection PubMed
description SUMMARY: COnstraint-Based Reconstruction and Analysis of genome-scale metabolic models has become a widely used tool to understand metabolic network behavior at a large scale. However, existing reconstruction tools lack functionalities to address modellers' common objective to study metabolic networks on the pathway level. Thus, we developed CobraMod—a Python package for pathway-centric modification and extension of genome-scale metabolic networks. CobraMod can integrate data from various metabolic pathway databases as well as user-curated information. Our tool tests newly added metabolites, reactions and pathways against multiple curation criteria, suggests manual curation steps and provides the user with records of changes to ensure high quality metabolic reconstructions. CobraMod uses the visualization tool Escher for pathway representation and offers simple customization options for comparison of pathways and flux distributions. Our package enables coherent and reproducible workflows as it can be seamlessly integrated with COBRApy and Escher. AVAILABILITY AND IMPLEMENTATION: The source code can be found at https://github.com/Toepfer-Lab/cobramod/ and can be installed with pip. The documentation including tutorials is available at https://cobramod.readthedocs.io/.
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spelling pubmed-90486632022-04-29 CobraMod: a pathway-centric curation tool for constraint-based metabolic models Camborda, Stefano Weder, Jan-Niklas Töpfer, Nadine Bioinformatics Applications Notes SUMMARY: COnstraint-Based Reconstruction and Analysis of genome-scale metabolic models has become a widely used tool to understand metabolic network behavior at a large scale. However, existing reconstruction tools lack functionalities to address modellers' common objective to study metabolic networks on the pathway level. Thus, we developed CobraMod—a Python package for pathway-centric modification and extension of genome-scale metabolic networks. CobraMod can integrate data from various metabolic pathway databases as well as user-curated information. Our tool tests newly added metabolites, reactions and pathways against multiple curation criteria, suggests manual curation steps and provides the user with records of changes to ensure high quality metabolic reconstructions. CobraMod uses the visualization tool Escher for pathway representation and offers simple customization options for comparison of pathways and flux distributions. Our package enables coherent and reproducible workflows as it can be seamlessly integrated with COBRApy and Escher. AVAILABILITY AND IMPLEMENTATION: The source code can be found at https://github.com/Toepfer-Lab/cobramod/ and can be installed with pip. The documentation including tutorials is available at https://cobramod.readthedocs.io/. Oxford University Press 2022-02-24 /pmc/articles/PMC9048663/ /pubmed/35201291 http://dx.doi.org/10.1093/bioinformatics/btac119 Text en © The Author(s) 2022. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Notes
Camborda, Stefano
Weder, Jan-Niklas
Töpfer, Nadine
CobraMod: a pathway-centric curation tool for constraint-based metabolic models
title CobraMod: a pathway-centric curation tool for constraint-based metabolic models
title_full CobraMod: a pathway-centric curation tool for constraint-based metabolic models
title_fullStr CobraMod: a pathway-centric curation tool for constraint-based metabolic models
title_full_unstemmed CobraMod: a pathway-centric curation tool for constraint-based metabolic models
title_short CobraMod: a pathway-centric curation tool for constraint-based metabolic models
title_sort cobramod: a pathway-centric curation tool for constraint-based metabolic models
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9048663/
https://www.ncbi.nlm.nih.gov/pubmed/35201291
http://dx.doi.org/10.1093/bioinformatics/btac119
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