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An accessible GenePattern notebook for the copy number variation analysis of Illumina Infinium DNA methylation arrays

Illumina Infinium DNA methylation arrays are a cost-effective technology to measure DNA methylation at CpG sites genome-wide and across cohorts of normal and cancer samples. While copy number alterations are commonly inferred from array-CGH, SNP arrays, or whole-genome DNA sequencing, Illumina Infin...

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Detalles Bibliográficos
Autores principales: Mah, Clarence K., Mesirov, Jill P., Chavez, Lukas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000 Research Limited 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6498745/
https://www.ncbi.nlm.nih.gov/pubmed/31105932
http://dx.doi.org/10.12688/f1000research.16338.1
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author Mah, Clarence K.
Mesirov, Jill P.
Chavez, Lukas
author_facet Mah, Clarence K.
Mesirov, Jill P.
Chavez, Lukas
author_sort Mah, Clarence K.
collection PubMed
description Illumina Infinium DNA methylation arrays are a cost-effective technology to measure DNA methylation at CpG sites genome-wide and across cohorts of normal and cancer samples. While copy number alterations are commonly inferred from array-CGH, SNP arrays, or whole-genome DNA sequencing, Illumina Infinium DNA methylation arrays have been shown to detect copy number alterations at comparable sensitivity. Here we present an accessible, interactive GenePattern notebook for the analysis of copy number variation using Illumina Infinium DNA methylation arrays. The notebook provides a graphical user interface to a workflow using the R/Bioconductor packages minfi and conumee. The environment allows analysis to be performed without the installation of the R software environment, the packages and dependencies, and without the need to write or manipulate code.
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spelling pubmed-64987452019-05-16 An accessible GenePattern notebook for the copy number variation analysis of Illumina Infinium DNA methylation arrays Mah, Clarence K. Mesirov, Jill P. Chavez, Lukas F1000Res Software Tool Article Illumina Infinium DNA methylation arrays are a cost-effective technology to measure DNA methylation at CpG sites genome-wide and across cohorts of normal and cancer samples. While copy number alterations are commonly inferred from array-CGH, SNP arrays, or whole-genome DNA sequencing, Illumina Infinium DNA methylation arrays have been shown to detect copy number alterations at comparable sensitivity. Here we present an accessible, interactive GenePattern notebook for the analysis of copy number variation using Illumina Infinium DNA methylation arrays. The notebook provides a graphical user interface to a workflow using the R/Bioconductor packages minfi and conumee. The environment allows analysis to be performed without the installation of the R software environment, the packages and dependencies, and without the need to write or manipulate code. F1000 Research Limited 2018-12-05 /pmc/articles/PMC6498745/ /pubmed/31105932 http://dx.doi.org/10.12688/f1000research.16338.1 Text en Copyright: © 2018 Mah CK 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.
spellingShingle Software Tool Article
Mah, Clarence K.
Mesirov, Jill P.
Chavez, Lukas
An accessible GenePattern notebook for the copy number variation analysis of Illumina Infinium DNA methylation arrays
title An accessible GenePattern notebook for the copy number variation analysis of Illumina Infinium DNA methylation arrays
title_full An accessible GenePattern notebook for the copy number variation analysis of Illumina Infinium DNA methylation arrays
title_fullStr An accessible GenePattern notebook for the copy number variation analysis of Illumina Infinium DNA methylation arrays
title_full_unstemmed An accessible GenePattern notebook for the copy number variation analysis of Illumina Infinium DNA methylation arrays
title_short An accessible GenePattern notebook for the copy number variation analysis of Illumina Infinium DNA methylation arrays
title_sort accessible genepattern notebook for the copy number variation analysis of illumina infinium dna methylation arrays
topic Software Tool Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6498745/
https://www.ncbi.nlm.nih.gov/pubmed/31105932
http://dx.doi.org/10.12688/f1000research.16338.1
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