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AffyRNADegradation: control and correction of RNA quality effects in GeneChip expression data

Motivation: Gene expression experiments aim to accurately quantify thousands of transcripts in parallel. Factors posterior to RNA extraction can, however, impair their accurate representation. RNA degradation and differences in the efficiency of amplification affect raw intensity measurements using...

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Detalles Bibliográficos
Autores principales: Fasold, Mario, Binder, Hans
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3530908/
https://www.ncbi.nlm.nih.gov/pubmed/23097420
http://dx.doi.org/10.1093/bioinformatics/bts629
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author Fasold, Mario
Binder, Hans
author_facet Fasold, Mario
Binder, Hans
author_sort Fasold, Mario
collection PubMed
description Motivation: Gene expression experiments aim to accurately quantify thousands of transcripts in parallel. Factors posterior to RNA extraction can, however, impair their accurate representation. RNA degradation and differences in the efficiency of amplification affect raw intensity measurements using Affymetrix expression arrays. The positional intensity decay of specifically hybridized probes along the transcript they intend to interrogate is used to estimate the RNA quality in a sample and to correct probe intensities for the degradation bias. This functionality, for which no previous software solution is available, is implemented in the R/Bioconductor package AffyRNADegradation presented here. Availability: The package is available via Bioconductor at the URL http://bioconductor.org/packages/release/bioc/html/AffyRNA Degradation.html Contact: Fasold@izbi.uni-Leipzig.de Supplementary information: Supplementary data are available at Bioinformatics online.
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spelling pubmed-35309082012-12-27 AffyRNADegradation: control and correction of RNA quality effects in GeneChip expression data Fasold, Mario Binder, Hans Bioinformatics Applications Note Motivation: Gene expression experiments aim to accurately quantify thousands of transcripts in parallel. Factors posterior to RNA extraction can, however, impair their accurate representation. RNA degradation and differences in the efficiency of amplification affect raw intensity measurements using Affymetrix expression arrays. The positional intensity decay of specifically hybridized probes along the transcript they intend to interrogate is used to estimate the RNA quality in a sample and to correct probe intensities for the degradation bias. This functionality, for which no previous software solution is available, is implemented in the R/Bioconductor package AffyRNADegradation presented here. Availability: The package is available via Bioconductor at the URL http://bioconductor.org/packages/release/bioc/html/AffyRNA Degradation.html Contact: Fasold@izbi.uni-Leipzig.de Supplementary information: Supplementary data are available at Bioinformatics online. Oxford University Press 2013-01 2012-10-24 /pmc/articles/PMC3530908/ /pubmed/23097420 http://dx.doi.org/10.1093/bioinformatics/bts629 Text en © The Author 2012. Published by Oxford University Press. All rights reserved. For Permissions, please e-mail: journals.permissions@oup.com http://creativecommons.org/licenses/by/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/), which permits non-commercial reuse, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com.
spellingShingle Applications Note
Fasold, Mario
Binder, Hans
AffyRNADegradation: control and correction of RNA quality effects in GeneChip expression data
title AffyRNADegradation: control and correction of RNA quality effects in GeneChip expression data
title_full AffyRNADegradation: control and correction of RNA quality effects in GeneChip expression data
title_fullStr AffyRNADegradation: control and correction of RNA quality effects in GeneChip expression data
title_full_unstemmed AffyRNADegradation: control and correction of RNA quality effects in GeneChip expression data
title_short AffyRNADegradation: control and correction of RNA quality effects in GeneChip expression data
title_sort affyrnadegradation: control and correction of rna quality effects in genechip expression data
topic Applications Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3530908/
https://www.ncbi.nlm.nih.gov/pubmed/23097420
http://dx.doi.org/10.1093/bioinformatics/bts629
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