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Nucleic Acids Res. 2003 Jul 1;31(13):3487-90.

REDUCE: An online tool for inferring cis-regulatory elements and transcriptional module activities from microarray data.

Author information

1
Department of Biological Sciences, Columbia University, New York, NY, USA.

Abstract

REDUCE is a motif-based regression method for microarray analysis. The only required inputs are (i) a single genome-wide set of absolute or relative mRNA abundances and (ii) the DNA sequence of the regulatory region associated with each gene that is probed. Currently supported organisms are yeast, worm and fly; it is an open question whether in its current incarnation our approach can be used for mouse or human. REDUCE uses unbiased statistics to identify oligonucleotide motifs whose occurrence in the regulatory region of a gene correlates with the level of mRNA expression. Regression analysis is used to infer the activity of the transcriptional module associated with each motif. REDUCE is available online at http://bussemaker.bio.columbia.edu/reduce/. This web site provides functionality for the upload and management of microarray data. REDUCE analysis results can be viewed and downloaded, and optionally be shared with other users or made publicly accessible.

PMID:
12824350
PMCID:
PMC169192
DOI:
10.1093/nar/gkg630
[Indexed for MEDLINE]
Free PMC Article

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