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shinyMethyl: interactive quality control of Illumina 450k DNA methylation arrays in R

We present shinyMethyl, a Bioconductor package for interactive quality control of DNA methylation data from Illumina 450k arrays. The package summarizes 450k experiments into small exportable R objects from which an interactive interface is launched. Reactive plots allow fast and intuitive quality c...

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Detalles Bibliográficos
Autores principales: Fortin, Jean-Philippe, Fertig, Elana, Hansen, Kasper
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000Research 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4176427/
https://www.ncbi.nlm.nih.gov/pubmed/25285208
http://dx.doi.org/10.12688/f1000research.4680.2
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author Fortin, Jean-Philippe
Fertig, Elana
Hansen, Kasper
author_facet Fortin, Jean-Philippe
Fertig, Elana
Hansen, Kasper
author_sort Fortin, Jean-Philippe
collection PubMed
description We present shinyMethyl, a Bioconductor package for interactive quality control of DNA methylation data from Illumina 450k arrays. The package summarizes 450k experiments into small exportable R objects from which an interactive interface is launched. Reactive plots allow fast and intuitive quality control assessment of the samples. In addition, exploration of the phenotypic associations is possible through coloring and principal component analysis. Altogether, the package makes it easy to perform quality assessment of large-scale methylation datasets, such as epigenome-wide association studies or the datasets available through The Cancer Genome Atlas portal. The shinyMethyl package is implemented in R and available via Bioconductor. Its development repository is at https://github.com/jfortin1/shinyMethyl.
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spelling pubmed-41764272014-10-02 shinyMethyl: interactive quality control of Illumina 450k DNA methylation arrays in R Fortin, Jean-Philippe Fertig, Elana Hansen, Kasper F1000Res Software Tool Article We present shinyMethyl, a Bioconductor package for interactive quality control of DNA methylation data from Illumina 450k arrays. The package summarizes 450k experiments into small exportable R objects from which an interactive interface is launched. Reactive plots allow fast and intuitive quality control assessment of the samples. In addition, exploration of the phenotypic associations is possible through coloring and principal component analysis. Altogether, the package makes it easy to perform quality assessment of large-scale methylation datasets, such as epigenome-wide association studies or the datasets available through The Cancer Genome Atlas portal. The shinyMethyl package is implemented in R and available via Bioconductor. Its development repository is at https://github.com/jfortin1/shinyMethyl. F1000Research 2014-09-19 /pmc/articles/PMC4176427/ /pubmed/25285208 http://dx.doi.org/10.12688/f1000research.4680.2 Text en Copyright: © 2014 Fortin JP et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. http://creativecommons.org/publicdomain/zero/1.0/ Data associated with the article are available under the terms of the Creative Commons Zero "No rights reserved" data waiver (CC0 1.0 Public domain dedication).
spellingShingle Software Tool Article
Fortin, Jean-Philippe
Fertig, Elana
Hansen, Kasper
shinyMethyl: interactive quality control of Illumina 450k DNA methylation arrays in R
title shinyMethyl: interactive quality control of Illumina 450k DNA methylation arrays in R
title_full shinyMethyl: interactive quality control of Illumina 450k DNA methylation arrays in R
title_fullStr shinyMethyl: interactive quality control of Illumina 450k DNA methylation arrays in R
title_full_unstemmed shinyMethyl: interactive quality control of Illumina 450k DNA methylation arrays in R
title_short shinyMethyl: interactive quality control of Illumina 450k DNA methylation arrays in R
title_sort shinymethyl: interactive quality control of illumina 450k dna methylation arrays in r
topic Software Tool Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4176427/
https://www.ncbi.nlm.nih.gov/pubmed/25285208
http://dx.doi.org/10.12688/f1000research.4680.2
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