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RichPathR: a gene set enrichment analysis and visualization tool
Gene set enrichment analysis (GSEA) is an important step for disease and drug discovery. Genomic, transcriptomics, proteomics and epigenetic analysis of tissue or cells generates gene lists that need to be further investigated in the known biological context. The advent of high-throughput technologi...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10602030/ https://www.ncbi.nlm.nih.gov/pubmed/37886446 http://dx.doi.org/10.1101/2023.08.28.555198 |
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author | Regmi, Binod Brooks, Stephen R. Uhlman, Andrew J. Sun, Hong-Wei |
author_facet | Regmi, Binod Brooks, Stephen R. Uhlman, Andrew J. Sun, Hong-Wei |
author_sort | Regmi, Binod |
collection | PubMed |
description | Gene set enrichment analysis (GSEA) is an important step for disease and drug discovery. Genomic, transcriptomics, proteomics and epigenetic analysis of tissue or cells generates gene lists that need to be further investigated in the known biological context. The advent of high-throughput technologies generates the vast number of gene lists that are up or down regulated together. One way of getting meaningful insights of the relationship of these genes is utilizing existing knowledge bases linking them with biological functions or phenotypes. Multiple public databases with annotated gene sets are available for GSEA, and enrichR is the most popular web application still requiring custom tools for large-scale mining. richPathR package is a collection of R functions that helps researchers carry out exploratory analysis and visualization of gene set enrichment using EnrichR. |
format | Online Article Text |
id | pubmed-10602030 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-106020302023-10-27 RichPathR: a gene set enrichment analysis and visualization tool Regmi, Binod Brooks, Stephen R. Uhlman, Andrew J. Sun, Hong-Wei bioRxiv Article Gene set enrichment analysis (GSEA) is an important step for disease and drug discovery. Genomic, transcriptomics, proteomics and epigenetic analysis of tissue or cells generates gene lists that need to be further investigated in the known biological context. The advent of high-throughput technologies generates the vast number of gene lists that are up or down regulated together. One way of getting meaningful insights of the relationship of these genes is utilizing existing knowledge bases linking them with biological functions or phenotypes. Multiple public databases with annotated gene sets are available for GSEA, and enrichR is the most popular web application still requiring custom tools for large-scale mining. richPathR package is a collection of R functions that helps researchers carry out exploratory analysis and visualization of gene set enrichment using EnrichR. Cold Spring Harbor Laboratory 2023-08-30 /pmc/articles/PMC10602030/ /pubmed/37886446 http://dx.doi.org/10.1101/2023.08.28.555198 Text en https://creativecommons.org/licenses/by-nc/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (https://creativecommons.org/licenses/by-nc/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Regmi, Binod Brooks, Stephen R. Uhlman, Andrew J. Sun, Hong-Wei RichPathR: a gene set enrichment analysis and visualization tool |
title | RichPathR: a gene set enrichment analysis and visualization tool |
title_full | RichPathR: a gene set enrichment analysis and visualization tool |
title_fullStr | RichPathR: a gene set enrichment analysis and visualization tool |
title_full_unstemmed | RichPathR: a gene set enrichment analysis and visualization tool |
title_short | RichPathR: a gene set enrichment analysis and visualization tool |
title_sort | richpathr: a gene set enrichment analysis and visualization tool |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10602030/ https://www.ncbi.nlm.nih.gov/pubmed/37886446 http://dx.doi.org/10.1101/2023.08.28.555198 |
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