Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1784695979575869440 |
---|---|
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/. |
format | Online Article Text |
id | pubmed-9048663 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT cambordastefano cobramodapathwaycentriccurationtoolforconstraintbasedmetabolicmodels AT wederjanniklas cobramodapathwaycentriccurationtoolforconstraintbasedmetabolicmodels AT topfernadine cobramodapathwaycentriccurationtoolforconstraintbasedmetabolicmodels |