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EnrichIntersect: an R package for custom set enrichment analysis and interactive visualization of intersecting sets
SUMMARY: Enrichment analysis has been widely used to study whether predefined sets of genes or other molecular features are over-represented in a ranked list associated with a disease or other phenotype. However, computational tools that perform enrichment analysis and visualization are usually limi...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710586/ https://www.ncbi.nlm.nih.gov/pubmed/36699400 http://dx.doi.org/10.1093/bioadv/vbac073 |
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author | Zhao, Zhi Zucknick, Manuela Aittokallio, Tero |
author_facet | Zhao, Zhi Zucknick, Manuela Aittokallio, Tero |
author_sort | Zhao, Zhi |
collection | PubMed |
description | SUMMARY: Enrichment analysis has been widely used to study whether predefined sets of genes or other molecular features are over-represented in a ranked list associated with a disease or other phenotype. However, computational tools that perform enrichment analysis and visualization are usually limited to predefined sets available from public databases. To make such analyses more flexible, we introduce an R package, EnrichIntersect, which enables enrichment analyses among any ranked features and user-defined custom sets. For interactive visualization of multiple covariates, such as genes or other features, which are associated with multiple phenotypes and multiple sample groups, such as drug responses in various cancer types, EnrichIntersect illustrates all associations at a glance, hence explicitly indicating intersecting covariates between multiple phenotypic variables and between multiple sample groups. AVAILABILITY AND IMPLEMENTATION: The EnrichIntersect R package is available at https://CRAN.R-project.org/package=EnrichIntersect via an open-source MIT license. A package installation process is described on CRAN at https://cran.r-project.org/. A user-manual description of features and function calls can be found from the vignette of our package on CRAN. |
format | Online Article Text |
id | pubmed-9710586 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-97105862023-01-24 EnrichIntersect: an R package for custom set enrichment analysis and interactive visualization of intersecting sets Zhao, Zhi Zucknick, Manuela Aittokallio, Tero Bioinform Adv Application Note SUMMARY: Enrichment analysis has been widely used to study whether predefined sets of genes or other molecular features are over-represented in a ranked list associated with a disease or other phenotype. However, computational tools that perform enrichment analysis and visualization are usually limited to predefined sets available from public databases. To make such analyses more flexible, we introduce an R package, EnrichIntersect, which enables enrichment analyses among any ranked features and user-defined custom sets. For interactive visualization of multiple covariates, such as genes or other features, which are associated with multiple phenotypes and multiple sample groups, such as drug responses in various cancer types, EnrichIntersect illustrates all associations at a glance, hence explicitly indicating intersecting covariates between multiple phenotypic variables and between multiple sample groups. AVAILABILITY AND IMPLEMENTATION: The EnrichIntersect R package is available at https://CRAN.R-project.org/package=EnrichIntersect via an open-source MIT license. A package installation process is described on CRAN at https://cran.r-project.org/. A user-manual description of features and function calls can be found from the vignette of our package on CRAN. Oxford University Press 2022-09-27 /pmc/articles/PMC9710586/ /pubmed/36699400 http://dx.doi.org/10.1093/bioadv/vbac073 Text en © The Author(s) 2022. 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 Zhao, Zhi Zucknick, Manuela Aittokallio, Tero EnrichIntersect: an R package for custom set enrichment analysis and interactive visualization of intersecting sets |
title |
EnrichIntersect: an R package for custom set enrichment analysis and interactive visualization of intersecting sets |
title_full |
EnrichIntersect: an R package for custom set enrichment analysis and interactive visualization of intersecting sets |
title_fullStr |
EnrichIntersect: an R package for custom set enrichment analysis and interactive visualization of intersecting sets |
title_full_unstemmed |
EnrichIntersect: an R package for custom set enrichment analysis and interactive visualization of intersecting sets |
title_short |
EnrichIntersect: an R package for custom set enrichment analysis and interactive visualization of intersecting sets |
title_sort | enrichintersect: an r package for custom set enrichment analysis and interactive visualization of intersecting sets |
topic | Application Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710586/ https://www.ncbi.nlm.nih.gov/pubmed/36699400 http://dx.doi.org/10.1093/bioadv/vbac073 |
work_keys_str_mv | AT zhaozhi enrichintersectanrpackageforcustomsetenrichmentanalysisandinteractivevisualizationofintersectingsets AT zucknickmanuela enrichintersectanrpackageforcustomsetenrichmentanalysisandinteractivevisualizationofintersectingsets AT aittokalliotero enrichintersectanrpackageforcustomsetenrichmentanalysisandinteractivevisualizationofintersectingsets |