R and Bioconductor solutions for alternative splicing detection
- PMID: 20038500
- PMCID: PMC3525203
- DOI: 10.1186/1479-7364-4-2-131
R and Bioconductor solutions for alternative splicing detection
Abstract
The detection of alternative splicing using microarray technology involves multiple computational steps: normalisation, filtering, detection and visualisation. In this review, these analyses are approached using the R and Bioconductor open-source computation solution. There is some discussion on how to integrate different Bioconductor packages, and some of their major features are demonstrated. In addition, the Xmap Genome Browser is incorporated as an integral part of the analysis and annotation workflow.
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References
-
- Affymetrix_Inc. 'Affymetrix White Papers: Exon Probeset Annotations and Transcript Cluster Grouping v1.0'. 2005. http://www.affymetrix.com/support/technical/whitepapers.affx (accessed October 2009)
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