Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1783415678698520576 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6498745 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | F1000 Research Limited |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT mahclarencek anaccessiblegenepatternnotebookforthecopynumbervariationanalysisofilluminainfiniumdnamethylationarrays AT mesirovjillp anaccessiblegenepatternnotebookforthecopynumbervariationanalysisofilluminainfiniumdnamethylationarrays AT chavezlukas anaccessiblegenepatternnotebookforthecopynumbervariationanalysisofilluminainfiniumdnamethylationarrays AT mahclarencek accessiblegenepatternnotebookforthecopynumbervariationanalysisofilluminainfiniumdnamethylationarrays AT mesirovjillp accessiblegenepatternnotebookforthecopynumbervariationanalysisofilluminainfiniumdnamethylationarrays AT chavezlukas accessiblegenepatternnotebookforthecopynumbervariationanalysisofilluminainfiniumdnamethylationarrays |