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PAFway: pairwise associations between functional annotations in biological networks and pathways
MOTIVATION: Large gene networks can be dense and difficult to interpret in a biologically meaningful way. RESULTS: Here, we introduce PAFway, which estimates pairwise associations between functional annotations in biological networks and pathways. It answers the biological question: do genes that ha...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7750965/ https://www.ncbi.nlm.nih.gov/pubmed/32678900 http://dx.doi.org/10.1093/bioinformatics/btaa639 |
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author | Mahjoub, Mahiar Ezer, Daphne |
author_facet | Mahjoub, Mahiar Ezer, Daphne |
author_sort | Mahjoub, Mahiar |
collection | PubMed |
description | MOTIVATION: Large gene networks can be dense and difficult to interpret in a biologically meaningful way. RESULTS: Here, we introduce PAFway, which estimates pairwise associations between functional annotations in biological networks and pathways. It answers the biological question: do genes that have a specific function tend to regulate genes that have a different specific function? The results can be visualized as a heatmap or a network of biological functions. We apply this package to reveal associations between functional annotations in an Arabidopsis thaliana gene network. AVAILABILITY AND IMPLEMENTATION: PAFway is submitted to CRAN. Currently available here: https://github.com/ezer/PAFway. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. |
format | Online Article Text |
id | pubmed-7750965 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-77509652020-12-28 PAFway: pairwise associations between functional annotations in biological networks and pathways Mahjoub, Mahiar Ezer, Daphne Bioinformatics Applications Notes MOTIVATION: Large gene networks can be dense and difficult to interpret in a biologically meaningful way. RESULTS: Here, we introduce PAFway, which estimates pairwise associations between functional annotations in biological networks and pathways. It answers the biological question: do genes that have a specific function tend to regulate genes that have a different specific function? The results can be visualized as a heatmap or a network of biological functions. We apply this package to reveal associations between functional annotations in an Arabidopsis thaliana gene network. AVAILABILITY AND IMPLEMENTATION: PAFway is submitted to CRAN. Currently available here: https://github.com/ezer/PAFway. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2020-07-17 /pmc/articles/PMC7750965/ /pubmed/32678900 http://dx.doi.org/10.1093/bioinformatics/btaa639 Text en © The Author(s) 2020. 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 (http://creativecommons.org/licenses/by/4.0/ (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 Mahjoub, Mahiar Ezer, Daphne PAFway: pairwise associations between functional annotations in biological networks and pathways |
title | PAFway: pairwise associations between functional annotations in biological networks and pathways |
title_full | PAFway: pairwise associations between functional annotations in biological networks and pathways |
title_fullStr | PAFway: pairwise associations between functional annotations in biological networks and pathways |
title_full_unstemmed | PAFway: pairwise associations between functional annotations in biological networks and pathways |
title_short | PAFway: pairwise associations between functional annotations in biological networks and pathways |
title_sort | pafway: pairwise associations between functional annotations in biological networks and pathways |
topic | Applications Notes |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7750965/ https://www.ncbi.nlm.nih.gov/pubmed/32678900 http://dx.doi.org/10.1093/bioinformatics/btaa639 |
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