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GTExVisualizer: a web platform for supporting ageing studies

MOTIVATION: Studying ageing effects on molecules is an important new topic for life science. To perform such studies, the need for data, models, algorithms, and tools arises to elucidate molecular mechanisms. GTEx (standing for Genotype-Tissue Expression) portal is a web-based data source allowing t...

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Autores principales: Guzz, Pietro Hiram, Lomoio, Ugo, Veltri, Pierangelo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10196670/
https://www.ncbi.nlm.nih.gov/pubmed/37154702
http://dx.doi.org/10.1093/bioinformatics/btad303
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author Guzz, Pietro Hiram
Lomoio, Ugo
Veltri, Pierangelo
author_facet Guzz, Pietro Hiram
Lomoio, Ugo
Veltri, Pierangelo
author_sort Guzz, Pietro Hiram
collection PubMed
description MOTIVATION: Studying ageing effects on molecules is an important new topic for life science. To perform such studies, the need for data, models, algorithms, and tools arises to elucidate molecular mechanisms. GTEx (standing for Genotype-Tissue Expression) portal is a web-based data source allowing to retrieve patients’ transcriptomics data annotated with tissues, gender, and age information. It represents the more complete data sources for ageing effects studies. Nevertheless, it lacks functionalities to query data at the sex/age level, as well as tools for protein interaction studies, thereby limiting ageing studies. As a result, users need to download query results to proceed to further analysis, such as retrieving the expression of a given gene on different age (or sex) classes in many tissues. RESULTS: We present the GTExVisualizer, a platform to query and analyse GTEx data. This tool contains a web interface able to: (i) graphically represent and study query results; (ii) analyse genes using sex/age expression patterns, also integrated with network-based modules; and (iii) report results as plot-based representation as well as (gene) networks. Finally, it allows the user to obtain basic statistics which evidence differences in gene expression among sex/age groups. CONCLUSION: The GTExVisualizer novelty consists in providing a tool for studying ageing/sex-related effects on molecular processes. AVAILABILITY AND IMPLEMENTATION: GTExVisualizer is available at: http://gtexvisualizer.herokuapp.com. The source code and data are available at: https://github.com/UgoLomoio/gtex_visualizer.
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spelling pubmed-101966702023-05-20 GTExVisualizer: a web platform for supporting ageing studies Guzz, Pietro Hiram Lomoio, Ugo Veltri, Pierangelo Bioinformatics Applications Note MOTIVATION: Studying ageing effects on molecules is an important new topic for life science. To perform such studies, the need for data, models, algorithms, and tools arises to elucidate molecular mechanisms. GTEx (standing for Genotype-Tissue Expression) portal is a web-based data source allowing to retrieve patients’ transcriptomics data annotated with tissues, gender, and age information. It represents the more complete data sources for ageing effects studies. Nevertheless, it lacks functionalities to query data at the sex/age level, as well as tools for protein interaction studies, thereby limiting ageing studies. As a result, users need to download query results to proceed to further analysis, such as retrieving the expression of a given gene on different age (or sex) classes in many tissues. RESULTS: We present the GTExVisualizer, a platform to query and analyse GTEx data. This tool contains a web interface able to: (i) graphically represent and study query results; (ii) analyse genes using sex/age expression patterns, also integrated with network-based modules; and (iii) report results as plot-based representation as well as (gene) networks. Finally, it allows the user to obtain basic statistics which evidence differences in gene expression among sex/age groups. CONCLUSION: The GTExVisualizer novelty consists in providing a tool for studying ageing/sex-related effects on molecular processes. AVAILABILITY AND IMPLEMENTATION: GTExVisualizer is available at: http://gtexvisualizer.herokuapp.com. The source code and data are available at: https://github.com/UgoLomoio/gtex_visualizer. Oxford University Press 2023-05-08 /pmc/articles/PMC10196670/ /pubmed/37154702 http://dx.doi.org/10.1093/bioinformatics/btad303 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 Applications Note
Guzz, Pietro Hiram
Lomoio, Ugo
Veltri, Pierangelo
GTExVisualizer: a web platform for supporting ageing studies
title GTExVisualizer: a web platform for supporting ageing studies
title_full GTExVisualizer: a web platform for supporting ageing studies
title_fullStr GTExVisualizer: a web platform for supporting ageing studies
title_full_unstemmed GTExVisualizer: a web platform for supporting ageing studies
title_short GTExVisualizer: a web platform for supporting ageing studies
title_sort gtexvisualizer: a web platform for supporting ageing studies
topic Applications Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10196670/
https://www.ncbi.nlm.nih.gov/pubmed/37154702
http://dx.doi.org/10.1093/bioinformatics/btad303
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