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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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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. |
format | Online Article Text |
id | pubmed-10196670 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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