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VIPER: Visualization Pipeline for RNA-seq, a Snakemake workflow for efficient and complete RNA-seq analysis

BACKGROUND: RNA sequencing has become a ubiquitous technology used throughout life sciences as an effective method of measuring RNA abundance quantitatively in tissues and cells. The increase in use of RNA-seq technology has led to the continuous development of new tools for every step of analysis f...

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Autores principales: Cornwell, MacIntosh, Vangala, Mahesh, Taing, Len, Herbert, Zachary, Köster, Johannes, Li, Bo, Sun, Hanfei, Li, Taiwen, Zhang, Jian, Qiu, Xintao, Pun, Matthew, Jeselsohn, Rinath, Brown, Myles, Liu, X. Shirley, Long, Henry W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5897949/
https://www.ncbi.nlm.nih.gov/pubmed/29649993
http://dx.doi.org/10.1186/s12859-018-2139-9
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author Cornwell, MacIntosh
Vangala, Mahesh
Taing, Len
Herbert, Zachary
Köster, Johannes
Li, Bo
Sun, Hanfei
Li, Taiwen
Zhang, Jian
Qiu, Xintao
Pun, Matthew
Jeselsohn, Rinath
Brown, Myles
Liu, X. Shirley
Long, Henry W.
author_facet Cornwell, MacIntosh
Vangala, Mahesh
Taing, Len
Herbert, Zachary
Köster, Johannes
Li, Bo
Sun, Hanfei
Li, Taiwen
Zhang, Jian
Qiu, Xintao
Pun, Matthew
Jeselsohn, Rinath
Brown, Myles
Liu, X. Shirley
Long, Henry W.
author_sort Cornwell, MacIntosh
collection PubMed
description BACKGROUND: RNA sequencing has become a ubiquitous technology used throughout life sciences as an effective method of measuring RNA abundance quantitatively in tissues and cells. The increase in use of RNA-seq technology has led to the continuous development of new tools for every step of analysis from alignment to downstream pathway analysis. However, effectively using these analysis tools in a scalable and reproducible way can be challenging, especially for non-experts. RESULTS: Using the workflow management system Snakemake we have developed a user friendly, fast, efficient, and comprehensive pipeline for RNA-seq analysis. VIPER (Visualization Pipeline for RNA-seq analysis) is an analysis workflow that combines some of the most popular tools to take RNA-seq analysis from raw sequencing data, through alignment and quality control, into downstream differential expression and pathway analysis. VIPER has been created in a modular fashion to allow for the rapid incorporation of new tools to expand the capabilities. This capacity has already been exploited to include very recently developed tools that explore immune infiltrate and T-cell CDR (Complementarity-Determining Regions) reconstruction abilities. The pipeline has been conveniently packaged such that minimal computational skills are required to download and install the dozens of software packages that VIPER uses. CONCLUSIONS: VIPER is a comprehensive solution that performs most standard RNA-seq analyses quickly and effectively with a built-in capacity for customization and expansion. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-018-2139-9) contains supplementary material, which is available to authorized users.
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spelling pubmed-58979492018-04-20 VIPER: Visualization Pipeline for RNA-seq, a Snakemake workflow for efficient and complete RNA-seq analysis Cornwell, MacIntosh Vangala, Mahesh Taing, Len Herbert, Zachary Köster, Johannes Li, Bo Sun, Hanfei Li, Taiwen Zhang, Jian Qiu, Xintao Pun, Matthew Jeselsohn, Rinath Brown, Myles Liu, X. Shirley Long, Henry W. BMC Bioinformatics Software BACKGROUND: RNA sequencing has become a ubiquitous technology used throughout life sciences as an effective method of measuring RNA abundance quantitatively in tissues and cells. The increase in use of RNA-seq technology has led to the continuous development of new tools for every step of analysis from alignment to downstream pathway analysis. However, effectively using these analysis tools in a scalable and reproducible way can be challenging, especially for non-experts. RESULTS: Using the workflow management system Snakemake we have developed a user friendly, fast, efficient, and comprehensive pipeline for RNA-seq analysis. VIPER (Visualization Pipeline for RNA-seq analysis) is an analysis workflow that combines some of the most popular tools to take RNA-seq analysis from raw sequencing data, through alignment and quality control, into downstream differential expression and pathway analysis. VIPER has been created in a modular fashion to allow for the rapid incorporation of new tools to expand the capabilities. This capacity has already been exploited to include very recently developed tools that explore immune infiltrate and T-cell CDR (Complementarity-Determining Regions) reconstruction abilities. The pipeline has been conveniently packaged such that minimal computational skills are required to download and install the dozens of software packages that VIPER uses. CONCLUSIONS: VIPER is a comprehensive solution that performs most standard RNA-seq analyses quickly and effectively with a built-in capacity for customization and expansion. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-018-2139-9) contains supplementary material, which is available to authorized users. BioMed Central 2018-04-12 /pmc/articles/PMC5897949/ /pubmed/29649993 http://dx.doi.org/10.1186/s12859-018-2139-9 Text en © The Author(s). 2018 Open AccessThis 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
Cornwell, MacIntosh
Vangala, Mahesh
Taing, Len
Herbert, Zachary
Köster, Johannes
Li, Bo
Sun, Hanfei
Li, Taiwen
Zhang, Jian
Qiu, Xintao
Pun, Matthew
Jeselsohn, Rinath
Brown, Myles
Liu, X. Shirley
Long, Henry W.
VIPER: Visualization Pipeline for RNA-seq, a Snakemake workflow for efficient and complete RNA-seq analysis
title VIPER: Visualization Pipeline for RNA-seq, a Snakemake workflow for efficient and complete RNA-seq analysis
title_full VIPER: Visualization Pipeline for RNA-seq, a Snakemake workflow for efficient and complete RNA-seq analysis
title_fullStr VIPER: Visualization Pipeline for RNA-seq, a Snakemake workflow for efficient and complete RNA-seq analysis
title_full_unstemmed VIPER: Visualization Pipeline for RNA-seq, a Snakemake workflow for efficient and complete RNA-seq analysis
title_short VIPER: Visualization Pipeline for RNA-seq, a Snakemake workflow for efficient and complete RNA-seq analysis
title_sort viper: visualization pipeline for rna-seq, a snakemake workflow for efficient and complete rna-seq analysis
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5897949/
https://www.ncbi.nlm.nih.gov/pubmed/29649993
http://dx.doi.org/10.1186/s12859-018-2139-9
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