fRMA ST: frozen robust multiarray analysis for Affymetrix Exon and Gene ST arrays

Bioinformatics. 2012 Dec 1;28(23):3153-4. doi: 10.1093/bioinformatics/bts588. Epub 2012 Oct 7.

Abstract

Summary: Frozen robust multiarray analysis (fRMA) is a single-array preprocessing algorithm that retains the advantages of multiarray algorithms and removes certain batch effects by downweighting probes that have high between-batch residual variance. Here, we extend the fRMA algorithm to two new microarray platforms--Affymetrix Human Exon and Gene 1.0 ST--by modifying the fRMA probe-level model and extending the frma package to work with oligo ExonFeatureSet and GeneFeatureSet objects.

Availability and implementation: All packages are implemented in R. Source code and binaries are freely available through the Bioconductor project. Convenient links to all software and data packages can be found at http://mnmccall.com/software

Contact: mccallm@gmail.com.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Algorithms*
  • Alternative Splicing
  • Computational Biology / methods
  • Exons
  • Humans
  • Models, Theoretical
  • Oligonucleotide Array Sequence Analysis / methods*
  • Oligonucleotide Probes / genetics
  • Software*

Substances

  • Oligonucleotide Probes