Cargando…

MetChem: a new pipeline to explore structural similarity across metabolite modules

SUMMARY: Computational analysis and interpretation of metabolomic profiling data remains a major challenge in translational research. Exploring metabolic biomarkers and dysregulated metabolic pathways associated with a patient phenotype could offer new opportunities for targeted therapeutic interven...

Descripción completa

Detalles Bibliográficos
Autores principales: Abdel-Shafy, Ebtesam A, Melak, Tadele, MacIntyre, David A, Zadra, Giorgia, Zerbini, Luiz F, Piazza, Silvano, Cacciatore, Stefano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10322652/
https://www.ncbi.nlm.nih.gov/pubmed/37424942
http://dx.doi.org/10.1093/bioadv/vbad053
_version_ 1785068804764598272
author Abdel-Shafy, Ebtesam A
Melak, Tadele
MacIntyre, David A
Zadra, Giorgia
Zerbini, Luiz F
Piazza, Silvano
Cacciatore, Stefano
author_facet Abdel-Shafy, Ebtesam A
Melak, Tadele
MacIntyre, David A
Zadra, Giorgia
Zerbini, Luiz F
Piazza, Silvano
Cacciatore, Stefano
author_sort Abdel-Shafy, Ebtesam A
collection PubMed
description SUMMARY: Computational analysis and interpretation of metabolomic profiling data remains a major challenge in translational research. Exploring metabolic biomarkers and dysregulated metabolic pathways associated with a patient phenotype could offer new opportunities for targeted therapeutic intervention. Metabolite clustering based on structural similarity has the potential to uncover common underpinnings of biological processes. To address this need, we have developed the MetChem package. MetChem is a quick and simple tool that allows to classify metabolites in structurally related modules, thus revealing their functional information. AVAILABILITYAND IMPLEMENTATION: MetChem is freely available from the R archive CRAN (http://cran.r-project.org). The software is distributed under the GNU General Public License (version 3 or later).
format Online
Article
Text
id pubmed-10322652
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-103226522023-07-07 MetChem: a new pipeline to explore structural similarity across metabolite modules Abdel-Shafy, Ebtesam A Melak, Tadele MacIntyre, David A Zadra, Giorgia Zerbini, Luiz F Piazza, Silvano Cacciatore, Stefano Bioinform Adv Application Note SUMMARY: Computational analysis and interpretation of metabolomic profiling data remains a major challenge in translational research. Exploring metabolic biomarkers and dysregulated metabolic pathways associated with a patient phenotype could offer new opportunities for targeted therapeutic intervention. Metabolite clustering based on structural similarity has the potential to uncover common underpinnings of biological processes. To address this need, we have developed the MetChem package. MetChem is a quick and simple tool that allows to classify metabolites in structurally related modules, thus revealing their functional information. AVAILABILITYAND IMPLEMENTATION: MetChem is freely available from the R archive CRAN (http://cran.r-project.org). The software is distributed under the GNU General Public License (version 3 or later). Oxford University Press 2023-04-21 /pmc/articles/PMC10322652/ /pubmed/37424942 http://dx.doi.org/10.1093/bioadv/vbad053 Text en © The Author(s) 2023. 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 Application Note
Abdel-Shafy, Ebtesam A
Melak, Tadele
MacIntyre, David A
Zadra, Giorgia
Zerbini, Luiz F
Piazza, Silvano
Cacciatore, Stefano
MetChem: a new pipeline to explore structural similarity across metabolite modules
title MetChem: a new pipeline to explore structural similarity across metabolite modules
title_full MetChem: a new pipeline to explore structural similarity across metabolite modules
title_fullStr MetChem: a new pipeline to explore structural similarity across metabolite modules
title_full_unstemmed MetChem: a new pipeline to explore structural similarity across metabolite modules
title_short MetChem: a new pipeline to explore structural similarity across metabolite modules
title_sort metchem: a new pipeline to explore structural similarity across metabolite modules
topic Application Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10322652/
https://www.ncbi.nlm.nih.gov/pubmed/37424942
http://dx.doi.org/10.1093/bioadv/vbad053
work_keys_str_mv AT abdelshafyebtesama metchemanewpipelinetoexplorestructuralsimilarityacrossmetabolitemodules
AT melaktadele metchemanewpipelinetoexplorestructuralsimilarityacrossmetabolitemodules
AT macintyredavida metchemanewpipelinetoexplorestructuralsimilarityacrossmetabolitemodules
AT zadragiorgia metchemanewpipelinetoexplorestructuralsimilarityacrossmetabolitemodules
AT zerbiniluizf metchemanewpipelinetoexplorestructuralsimilarityacrossmetabolitemodules
AT piazzasilvano metchemanewpipelinetoexplorestructuralsimilarityacrossmetabolitemodules
AT cacciatorestefano metchemanewpipelinetoexplorestructuralsimilarityacrossmetabolitemodules