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FunMappOne: a tool to hierarchically organize and visually navigate functional gene annotations in multiple experiments
BACKGROUND: Functional annotation of genes is an essential step in omics data analysis. Multiple databases and methods are currently available to summarize the functions of sets of genes into higher level representations, such as ontologies and molecular pathways. Annotating results from omics exper...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6376640/ https://www.ncbi.nlm.nih.gov/pubmed/30767762 http://dx.doi.org/10.1186/s12859-019-2639-2 |
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author | Scala, Giovanni Serra, Angela Marwah, Veer Singh Saarimäki, Laura Aliisa Greco, Dario |
author_facet | Scala, Giovanni Serra, Angela Marwah, Veer Singh Saarimäki, Laura Aliisa Greco, Dario |
author_sort | Scala, Giovanni |
collection | PubMed |
description | BACKGROUND: Functional annotation of genes is an essential step in omics data analysis. Multiple databases and methods are currently available to summarize the functions of sets of genes into higher level representations, such as ontologies and molecular pathways. Annotating results from omics experiments into functional categories is essential not only to understand the underlying regulatory dynamics but also to compare multiple experimental conditions at a higher level of abstraction. Several tools are already available to the community to represent and compare functional profiles of omics experiments. However, when the number of experiments and/or enriched functional terms is high, it becomes difficult to interpret the results even when graphically represented. Therefore, there is currently a need for interactive and user-friendly tools to graphically navigate and further summarize annotations in order to facilitate results interpretation also when the dimensionality is high. RESULTS: We developed an approach that exploits the intrinsic hierarchical structure of several functional annotations to summarize the results obtained through enrichment analyses to higher levels of interpretation and to map gene related information at each summarized level. We built a user-friendly graphical interface that allows to visualize the functional annotations of one or multiple experiments at once. The tool is implemented as a R-Shiny application called FunMappOne and is available at https://github.com/grecolab/FunMappOne. CONCLUSION: FunMappOne is a R-shiny graphical tool that takes in input multiple lists of human or mouse genes, optionally along with their related modification magnitudes, computes the enriched annotations from Gene Ontology, Kyoto Encyclopedia of Genes and Genomes, or Reactome databases, and reports interactive maps of functional terms and pathways organized in rational groups. FunMappOne allows a fast and convenient comparison of multiple experiments and an easy way to interpret results. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-019-2639-2) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6376640 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63766402019-02-27 FunMappOne: a tool to hierarchically organize and visually navigate functional gene annotations in multiple experiments Scala, Giovanni Serra, Angela Marwah, Veer Singh Saarimäki, Laura Aliisa Greco, Dario BMC Bioinformatics Software BACKGROUND: Functional annotation of genes is an essential step in omics data analysis. Multiple databases and methods are currently available to summarize the functions of sets of genes into higher level representations, such as ontologies and molecular pathways. Annotating results from omics experiments into functional categories is essential not only to understand the underlying regulatory dynamics but also to compare multiple experimental conditions at a higher level of abstraction. Several tools are already available to the community to represent and compare functional profiles of omics experiments. However, when the number of experiments and/or enriched functional terms is high, it becomes difficult to interpret the results even when graphically represented. Therefore, there is currently a need for interactive and user-friendly tools to graphically navigate and further summarize annotations in order to facilitate results interpretation also when the dimensionality is high. RESULTS: We developed an approach that exploits the intrinsic hierarchical structure of several functional annotations to summarize the results obtained through enrichment analyses to higher levels of interpretation and to map gene related information at each summarized level. We built a user-friendly graphical interface that allows to visualize the functional annotations of one or multiple experiments at once. The tool is implemented as a R-Shiny application called FunMappOne and is available at https://github.com/grecolab/FunMappOne. CONCLUSION: FunMappOne is a R-shiny graphical tool that takes in input multiple lists of human or mouse genes, optionally along with their related modification magnitudes, computes the enriched annotations from Gene Ontology, Kyoto Encyclopedia of Genes and Genomes, or Reactome databases, and reports interactive maps of functional terms and pathways organized in rational groups. FunMappOne allows a fast and convenient comparison of multiple experiments and an easy way to interpret results. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-019-2639-2) contains supplementary material, which is available to authorized users. BioMed Central 2019-02-15 /pmc/articles/PMC6376640/ /pubmed/30767762 http://dx.doi.org/10.1186/s12859-019-2639-2 Text en © The Author(s) 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Software Scala, Giovanni Serra, Angela Marwah, Veer Singh Saarimäki, Laura Aliisa Greco, Dario FunMappOne: a tool to hierarchically organize and visually navigate functional gene annotations in multiple experiments |
title | FunMappOne: a tool to hierarchically organize and visually navigate functional gene annotations in multiple experiments |
title_full | FunMappOne: a tool to hierarchically organize and visually navigate functional gene annotations in multiple experiments |
title_fullStr | FunMappOne: a tool to hierarchically organize and visually navigate functional gene annotations in multiple experiments |
title_full_unstemmed | FunMappOne: a tool to hierarchically organize and visually navigate functional gene annotations in multiple experiments |
title_short | FunMappOne: a tool to hierarchically organize and visually navigate functional gene annotations in multiple experiments |
title_sort | funmappone: a tool to hierarchically organize and visually navigate functional gene annotations in multiple experiments |
topic | Software |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6376640/ https://www.ncbi.nlm.nih.gov/pubmed/30767762 http://dx.doi.org/10.1186/s12859-019-2639-2 |
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