Cargando…

MutSpec: a Galaxy toolbox for streamlined analyses of somatic mutation spectra in human and mouse cancer genomes

BACKGROUND: The nature of somatic mutations observed in human tumors at single gene or genome-wide levels can reveal information on past carcinogenic exposures and mutational processes contributing to tumor development. While large amounts of sequencing data are being generated, the associated analy...

Descripción completa

Detalles Bibliográficos
Autores principales: Ardin, Maude, Cahais, Vincent, Castells, Xavier, Bouaoun, Liacine, Byrnes, Graham, Herceg, Zdenko, Zavadil, Jiri, Olivier, Magali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4835840/
https://www.ncbi.nlm.nih.gov/pubmed/27091472
http://dx.doi.org/10.1186/s12859-016-1011-z
_version_ 1782427680189186048
author Ardin, Maude
Cahais, Vincent
Castells, Xavier
Bouaoun, Liacine
Byrnes, Graham
Herceg, Zdenko
Zavadil, Jiri
Olivier, Magali
author_facet Ardin, Maude
Cahais, Vincent
Castells, Xavier
Bouaoun, Liacine
Byrnes, Graham
Herceg, Zdenko
Zavadil, Jiri
Olivier, Magali
author_sort Ardin, Maude
collection PubMed
description BACKGROUND: The nature of somatic mutations observed in human tumors at single gene or genome-wide levels can reveal information on past carcinogenic exposures and mutational processes contributing to tumor development. While large amounts of sequencing data are being generated, the associated analysis and interpretation of mutation patterns that may reveal clues about the natural history of cancer present complex and challenging tasks that require advanced bioinformatics skills. To make such analyses accessible to a wider community of researchers with no programming expertise, we have developed within the web-based user-friendly platform Galaxy a first-of-its-kind package called MutSpec. RESULTS: MutSpec includes a set of tools that perform variant annotation and use advanced statistics for the identification of mutation signatures present in cancer genomes and for comparing the obtained signatures with those published in the COSMIC database and other sources. MutSpec offers an accessible framework for building reproducible analysis pipelines, integrating existing methods and scripts developed in-house with publicly available R packages. MutSpec may be used to analyse data from whole-exome, whole-genome or targeted sequencing experiments performed on human or mouse genomes. Results are provided in various formats including rich graphical outputs. An example is presented to illustrate the package functionalities, the straightforward workflow analysis and the richness of the statistics and publication-grade graphics produced by the tool. CONCLUSIONS: MutSpec offers an easy-to-use graphical interface embedded in the popular Galaxy platform that can be used by researchers with limited programming or bioinformatics expertise to analyse mutation signatures present in cancer genomes. MutSpec can thus effectively assist in the discovery of complex mutational processes resulting from exogenous and endogenous carcinogenic insults. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-016-1011-z) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-4835840
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-48358402016-04-20 MutSpec: a Galaxy toolbox for streamlined analyses of somatic mutation spectra in human and mouse cancer genomes Ardin, Maude Cahais, Vincent Castells, Xavier Bouaoun, Liacine Byrnes, Graham Herceg, Zdenko Zavadil, Jiri Olivier, Magali BMC Bioinformatics Software BACKGROUND: The nature of somatic mutations observed in human tumors at single gene or genome-wide levels can reveal information on past carcinogenic exposures and mutational processes contributing to tumor development. While large amounts of sequencing data are being generated, the associated analysis and interpretation of mutation patterns that may reveal clues about the natural history of cancer present complex and challenging tasks that require advanced bioinformatics skills. To make such analyses accessible to a wider community of researchers with no programming expertise, we have developed within the web-based user-friendly platform Galaxy a first-of-its-kind package called MutSpec. RESULTS: MutSpec includes a set of tools that perform variant annotation and use advanced statistics for the identification of mutation signatures present in cancer genomes and for comparing the obtained signatures with those published in the COSMIC database and other sources. MutSpec offers an accessible framework for building reproducible analysis pipelines, integrating existing methods and scripts developed in-house with publicly available R packages. MutSpec may be used to analyse data from whole-exome, whole-genome or targeted sequencing experiments performed on human or mouse genomes. Results are provided in various formats including rich graphical outputs. An example is presented to illustrate the package functionalities, the straightforward workflow analysis and the richness of the statistics and publication-grade graphics produced by the tool. CONCLUSIONS: MutSpec offers an easy-to-use graphical interface embedded in the popular Galaxy platform that can be used by researchers with limited programming or bioinformatics expertise to analyse mutation signatures present in cancer genomes. MutSpec can thus effectively assist in the discovery of complex mutational processes resulting from exogenous and endogenous carcinogenic insults. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-016-1011-z) contains supplementary material, which is available to authorized users. BioMed Central 2016-04-18 /pmc/articles/PMC4835840/ /pubmed/27091472 http://dx.doi.org/10.1186/s12859-016-1011-z Text en © Ardin et al. 2016 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
Ardin, Maude
Cahais, Vincent
Castells, Xavier
Bouaoun, Liacine
Byrnes, Graham
Herceg, Zdenko
Zavadil, Jiri
Olivier, Magali
MutSpec: a Galaxy toolbox for streamlined analyses of somatic mutation spectra in human and mouse cancer genomes
title MutSpec: a Galaxy toolbox for streamlined analyses of somatic mutation spectra in human and mouse cancer genomes
title_full MutSpec: a Galaxy toolbox for streamlined analyses of somatic mutation spectra in human and mouse cancer genomes
title_fullStr MutSpec: a Galaxy toolbox for streamlined analyses of somatic mutation spectra in human and mouse cancer genomes
title_full_unstemmed MutSpec: a Galaxy toolbox for streamlined analyses of somatic mutation spectra in human and mouse cancer genomes
title_short MutSpec: a Galaxy toolbox for streamlined analyses of somatic mutation spectra in human and mouse cancer genomes
title_sort mutspec: a galaxy toolbox for streamlined analyses of somatic mutation spectra in human and mouse cancer genomes
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4835840/
https://www.ncbi.nlm.nih.gov/pubmed/27091472
http://dx.doi.org/10.1186/s12859-016-1011-z
work_keys_str_mv AT ardinmaude mutspecagalaxytoolboxforstreamlinedanalysesofsomaticmutationspectrainhumanandmousecancergenomes
AT cahaisvincent mutspecagalaxytoolboxforstreamlinedanalysesofsomaticmutationspectrainhumanandmousecancergenomes
AT castellsxavier mutspecagalaxytoolboxforstreamlinedanalysesofsomaticmutationspectrainhumanandmousecancergenomes
AT bouaounliacine mutspecagalaxytoolboxforstreamlinedanalysesofsomaticmutationspectrainhumanandmousecancergenomes
AT byrnesgraham mutspecagalaxytoolboxforstreamlinedanalysesofsomaticmutationspectrainhumanandmousecancergenomes
AT hercegzdenko mutspecagalaxytoolboxforstreamlinedanalysesofsomaticmutationspectrainhumanandmousecancergenomes
AT zavadiljiri mutspecagalaxytoolboxforstreamlinedanalysesofsomaticmutationspectrainhumanandmousecancergenomes
AT oliviermagali mutspecagalaxytoolboxforstreamlinedanalysesofsomaticmutationspectrainhumanandmousecancergenomes