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Rawcopy: Improved copy number analysis with Affymetrix arrays
Microarray data is subject to noise and systematic variation that negatively affects the resolution of copy number analysis. We describe Rawcopy, an R package for processing of Affymetrix CytoScan HD, CytoScan 750k and SNP 6.0 microarray raw intensities (CEL files). Noise characteristics of a large...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5086940/ https://www.ncbi.nlm.nih.gov/pubmed/27796336 http://dx.doi.org/10.1038/srep36158 |
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author | Mayrhofer, Markus Viklund, Björn Isaksson, Anders |
author_facet | Mayrhofer, Markus Viklund, Björn Isaksson, Anders |
author_sort | Mayrhofer, Markus |
collection | PubMed |
description | Microarray data is subject to noise and systematic variation that negatively affects the resolution of copy number analysis. We describe Rawcopy, an R package for processing of Affymetrix CytoScan HD, CytoScan 750k and SNP 6.0 microarray raw intensities (CEL files). Noise characteristics of a large number of reference samples are used to estimate log ratio and B-allele frequency for total and allele-specific copy number analysis. Rawcopy achieves better signal-to-noise ratio and higher proportion of validated alterations than commonly used free and proprietary alternatives. In addition, Rawcopy visualizes each microarray sample for assessment of technical quality, patient identity and genome-wide absolute copy number states. Software and instructions are available at http://rawcopy.org. |
format | Online Article Text |
id | pubmed-5086940 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-50869402016-11-04 Rawcopy: Improved copy number analysis with Affymetrix arrays Mayrhofer, Markus Viklund, Björn Isaksson, Anders Sci Rep Article Microarray data is subject to noise and systematic variation that negatively affects the resolution of copy number analysis. We describe Rawcopy, an R package for processing of Affymetrix CytoScan HD, CytoScan 750k and SNP 6.0 microarray raw intensities (CEL files). Noise characteristics of a large number of reference samples are used to estimate log ratio and B-allele frequency for total and allele-specific copy number analysis. Rawcopy achieves better signal-to-noise ratio and higher proportion of validated alterations than commonly used free and proprietary alternatives. In addition, Rawcopy visualizes each microarray sample for assessment of technical quality, patient identity and genome-wide absolute copy number states. Software and instructions are available at http://rawcopy.org. Nature Publishing Group 2016-10-31 /pmc/articles/PMC5086940/ /pubmed/27796336 http://dx.doi.org/10.1038/srep36158 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Mayrhofer, Markus Viklund, Björn Isaksson, Anders Rawcopy: Improved copy number analysis with Affymetrix arrays |
title | Rawcopy: Improved copy number analysis with Affymetrix arrays |
title_full | Rawcopy: Improved copy number analysis with Affymetrix arrays |
title_fullStr | Rawcopy: Improved copy number analysis with Affymetrix arrays |
title_full_unstemmed | Rawcopy: Improved copy number analysis with Affymetrix arrays |
title_short | Rawcopy: Improved copy number analysis with Affymetrix arrays |
title_sort | rawcopy: improved copy number analysis with affymetrix arrays |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5086940/ https://www.ncbi.nlm.nih.gov/pubmed/27796336 http://dx.doi.org/10.1038/srep36158 |
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