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BEAVR: a browser-based tool for the exploration and visualization of RNA-seq data

BACKGROUND: The use of RNA-sequencing (RNA-seq) in molecular biology research and clinical settings has increased significantly over the past decade. Despite its widespread adoption, there is a lack of simple and interactive tools to analyze and explore RNA-seq data. Many established tools require p...

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Autores principales: Perampalam, Pirunthan, Dick, Frederick A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7260831/
https://www.ncbi.nlm.nih.gov/pubmed/32471392
http://dx.doi.org/10.1186/s12859-020-03549-8
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author Perampalam, Pirunthan
Dick, Frederick A.
author_facet Perampalam, Pirunthan
Dick, Frederick A.
author_sort Perampalam, Pirunthan
collection PubMed
description BACKGROUND: The use of RNA-sequencing (RNA-seq) in molecular biology research and clinical settings has increased significantly over the past decade. Despite its widespread adoption, there is a lack of simple and interactive tools to analyze and explore RNA-seq data. Many established tools require programming or Unix/Bash knowledge to analyze and visualize results. This requirement presents a significant barrier for many researchers to efficiently analyze and present RNA-seq data. RESULTS: Here we present BEAVR, a Browser-based tool for the Exploration And Visualization of RNA-seq data. BEAVR is an easy-to-use tool that facilitates interactive analysis and exploration of RNA-seq data. BEAVR is developed in R and uses DESeq2 as its engine for differential gene expression (DGE) analysis, but assumes users have no prior knowledge of R or DESeq2. BEAVR allows researchers to easily obtain a table of differentially-expressed genes with statistical testing and then visualize the results in a series of graphs, plots and heatmaps. Users are able to customize many parameters for statistical testing, dealing with variance, clustering methods and pathway analysis to generate high quality figures. CONCLUSION: BEAVR simplifies analysis for novice users but also streamlines the RNA-seq analysis process for experts by automating several steps. BEAVR and its documentation can be found on GitHub at https://github.com/developerpiru/BEAVR. BEAVR is available as a Docker container at https://hub.docker.com/r/pirunthan/beavr.
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spelling pubmed-72608312020-06-07 BEAVR: a browser-based tool for the exploration and visualization of RNA-seq data Perampalam, Pirunthan Dick, Frederick A. BMC Bioinformatics Software BACKGROUND: The use of RNA-sequencing (RNA-seq) in molecular biology research and clinical settings has increased significantly over the past decade. Despite its widespread adoption, there is a lack of simple and interactive tools to analyze and explore RNA-seq data. Many established tools require programming or Unix/Bash knowledge to analyze and visualize results. This requirement presents a significant barrier for many researchers to efficiently analyze and present RNA-seq data. RESULTS: Here we present BEAVR, a Browser-based tool for the Exploration And Visualization of RNA-seq data. BEAVR is an easy-to-use tool that facilitates interactive analysis and exploration of RNA-seq data. BEAVR is developed in R and uses DESeq2 as its engine for differential gene expression (DGE) analysis, but assumes users have no prior knowledge of R or DESeq2. BEAVR allows researchers to easily obtain a table of differentially-expressed genes with statistical testing and then visualize the results in a series of graphs, plots and heatmaps. Users are able to customize many parameters for statistical testing, dealing with variance, clustering methods and pathway analysis to generate high quality figures. CONCLUSION: BEAVR simplifies analysis for novice users but also streamlines the RNA-seq analysis process for experts by automating several steps. BEAVR and its documentation can be found on GitHub at https://github.com/developerpiru/BEAVR. BEAVR is available as a Docker container at https://hub.docker.com/r/pirunthan/beavr. BioMed Central 2020-05-29 /pmc/articles/PMC7260831/ /pubmed/32471392 http://dx.doi.org/10.1186/s12859-020-03549-8 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. 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 in a credit line to the data.
spellingShingle Software
Perampalam, Pirunthan
Dick, Frederick A.
BEAVR: a browser-based tool for the exploration and visualization of RNA-seq data
title BEAVR: a browser-based tool for the exploration and visualization of RNA-seq data
title_full BEAVR: a browser-based tool for the exploration and visualization of RNA-seq data
title_fullStr BEAVR: a browser-based tool for the exploration and visualization of RNA-seq data
title_full_unstemmed BEAVR: a browser-based tool for the exploration and visualization of RNA-seq data
title_short BEAVR: a browser-based tool for the exploration and visualization of RNA-seq data
title_sort beavr: a browser-based tool for the exploration and visualization of rna-seq data
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7260831/
https://www.ncbi.nlm.nih.gov/pubmed/32471392
http://dx.doi.org/10.1186/s12859-020-03549-8
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