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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
F1000Research
2014
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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. |
format | Online Article Text |
id | pubmed-4176427 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | F1000Research |
record_format | MEDLINE/PubMed |
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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