AffyRNADegradation
The "AffyRNADegradation" R package addresses the issue of RNA degradation in gene expression experiments, particularly those utilizing Affymetrix expression arrays. Given that RNA quality can significantly impact the accuracy of transcript quantification due to degradation and variations in amplification efficiency, tools to assess and correct for these factors are crucial.
This package introduces a novel approach by analyzing the positional intensity decay of probes on the transcript, offering an estimate of RNA quality within a sample. Moreover, it adjusts probe intensities to compensate for any identified degradation bias. Prior to this development, no software solution was available that could perform these specific tasks.
The introduction of "AffyRNADegradation" fills a significant gap in the preprocessing of Affymetrix array data, enabling researchers to improve the reliability of gene expression measurements. By providing a means to assess RNA degradation directly from array data and adjust intensities accordingly, this package enhances the accuracy of gene expression analysis, thus facilitating more robust biological interpretations and findings.
Topic
RNA;Microarray experiment;Data quality management
Detail
Operation: Validation
Software interface: Command-line user interface,Library
Language: R
License: GNU General Public License, version 2
Cost: Free
Version name: 1.48.0
Credit: The European Social Fund and the Free State of Saxony.
Input: -
Output: -
Contact: Mario Fasold fasold@izbi.uni-leipzig.de
Collection: -
Maturity: Stable
Publications
- AffyRNADegradation: control and correction of RNA quality effects in GeneChip expression data.
- Fasold M and Binder H. AffyRNADegradation: control and correction of RNA quality effects in GeneChip expression data. AffyRNADegradation: control and correction of RNA quality effects in GeneChip expression data. 2013; 29:129-31. doi: 10.1093/bioinformatics/bts629
- https://doi.org/10.1093/bioinformatics/bts629
- PMID: 23097420
- PMC: PMC3530908
Download and documentation
Source: https://bioconductor.org/packages/release/bioc/src/contrib/AffyRNADegradation_1.48.0.tar.gz
Documentation: https://bioconductor.org/packages/release/bioc/manuals/AffyRNADegradation/man/AffyRNADegradation.pdf
Home page: http://bioconductor.org/packages/release/bioc/html/AffyRNADegradation.html
Links: https://git.bioconductor.org/packages/AffyRNADegradation
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