Cargando…

MicroScope: ChIP-seq and RNA-seq software analysis suite for gene expression heatmaps

BACKGROUND: Heatmaps are an indispensible visualization tool for examining large-scale snapshots of genomic activity across various types of next-generation sequencing datasets. However, traditional heatmap software do not typically offer multi-scale insight across multiple layers of genomic analysi...

Descripción completa

Detalles Bibliográficos
Autores principales: Khomtchouk, Bohdan B., Hennessy, James R., Wahlestedt, Claes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5034416/
https://www.ncbi.nlm.nih.gov/pubmed/27659774
http://dx.doi.org/10.1186/s12859-016-1260-x
_version_ 1782455264428949504
author Khomtchouk, Bohdan B.
Hennessy, James R.
Wahlestedt, Claes
author_facet Khomtchouk, Bohdan B.
Hennessy, James R.
Wahlestedt, Claes
author_sort Khomtchouk, Bohdan B.
collection PubMed
description BACKGROUND: Heatmaps are an indispensible visualization tool for examining large-scale snapshots of genomic activity across various types of next-generation sequencing datasets. However, traditional heatmap software do not typically offer multi-scale insight across multiple layers of genomic analysis (e.g., differential expression analysis, principal component analysis, gene ontology analysis, and network analysis) or multiple types of next-generation sequencing datasets (e.g., ChIP-seq and RNA-seq). As such, it is natural to want to interact with a heatmap’s contents using an extensive set of integrated analysis tools applicable to a broad array of genomic data types. RESULTS: We propose a user-friendly ChIP-seq and RNA-seq software suite for the interactive visualization and analysis of genomic data, including integrated features to support differential expression analysis, interactive heatmap production, principal component analysis, gene ontology analysis, and dynamic network analysis. CONCLUSIONS: MicroScope is hosted online as an R Shiny web application based on the D3 JavaScript library: http://microscopebioinformatics.org/. The methods are implemented in R, and are available as part of the MicroScope project at: https://github.com/Bohdan-Khomtchouk/Microscope.
format Online
Article
Text
id pubmed-5034416
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-50344162016-09-29 MicroScope: ChIP-seq and RNA-seq software analysis suite for gene expression heatmaps Khomtchouk, Bohdan B. Hennessy, James R. Wahlestedt, Claes BMC Bioinformatics Software BACKGROUND: Heatmaps are an indispensible visualization tool for examining large-scale snapshots of genomic activity across various types of next-generation sequencing datasets. However, traditional heatmap software do not typically offer multi-scale insight across multiple layers of genomic analysis (e.g., differential expression analysis, principal component analysis, gene ontology analysis, and network analysis) or multiple types of next-generation sequencing datasets (e.g., ChIP-seq and RNA-seq). As such, it is natural to want to interact with a heatmap’s contents using an extensive set of integrated analysis tools applicable to a broad array of genomic data types. RESULTS: We propose a user-friendly ChIP-seq and RNA-seq software suite for the interactive visualization and analysis of genomic data, including integrated features to support differential expression analysis, interactive heatmap production, principal component analysis, gene ontology analysis, and dynamic network analysis. CONCLUSIONS: MicroScope is hosted online as an R Shiny web application based on the D3 JavaScript library: http://microscopebioinformatics.org/. The methods are implemented in R, and are available as part of the MicroScope project at: https://github.com/Bohdan-Khomtchouk/Microscope. BioMed Central 2016-09-22 /pmc/articles/PMC5034416/ /pubmed/27659774 http://dx.doi.org/10.1186/s12859-016-1260-x Text en © The Author(s) 2016 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
Khomtchouk, Bohdan B.
Hennessy, James R.
Wahlestedt, Claes
MicroScope: ChIP-seq and RNA-seq software analysis suite for gene expression heatmaps
title MicroScope: ChIP-seq and RNA-seq software analysis suite for gene expression heatmaps
title_full MicroScope: ChIP-seq and RNA-seq software analysis suite for gene expression heatmaps
title_fullStr MicroScope: ChIP-seq and RNA-seq software analysis suite for gene expression heatmaps
title_full_unstemmed MicroScope: ChIP-seq and RNA-seq software analysis suite for gene expression heatmaps
title_short MicroScope: ChIP-seq and RNA-seq software analysis suite for gene expression heatmaps
title_sort microscope: chip-seq and rna-seq software analysis suite for gene expression heatmaps
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5034416/
https://www.ncbi.nlm.nih.gov/pubmed/27659774
http://dx.doi.org/10.1186/s12859-016-1260-x
work_keys_str_mv AT khomtchoukbohdanb microscopechipseqandrnaseqsoftwareanalysissuiteforgeneexpressionheatmaps
AT hennessyjamesr microscopechipseqandrnaseqsoftwareanalysissuiteforgeneexpressionheatmaps
AT wahlestedtclaes microscopechipseqandrnaseqsoftwareanalysissuiteforgeneexpressionheatmaps