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PMID: 15388800 Published · epublish English Evaluation Study Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, P.H.S.

Bipartite pattern discovery by entropy minimization-based multiple local alignment.

Nucleic acids research ·Vol. 32 ·No. 17 ·2004-00-00 ·Pages 4979-91

Bi C, Rogan PK

Abstract

Many multimeric transcription factors recognize DNA sequence patterns by cooperatively binding to bipartite elements composed of half sites separated by a flexible spacer. We developed a novel bipartite algorithm, bipartite pattern discovery (Bipad), which produces a mathematical model based on information maximization or Shannon's entropy minimization principle, for discovery of bipartite sequence patterns. Bipad is a C++ program that applies greedy methods to search the bipartite alignment space and examines the upstream or downstream regions of co-regulated genes, looking for cis-regulatory bipartite patterns. An input sequence file with zero or one site per locus is required, and the left and right motif widths and a range of possible gap lengths must be specified. Bipad can run in either single-block or bipartite pattern search modes, and it is capable of comprehensively searching all four orientations of half-site patterns. Simulation studies showed that the accuracy of this motif discovery algorithm depends on sample size and motif conservation level, but results were independent of background composition. Bipad performed equivalent with or better than other pattern search algorithms in correctly identifying Escherichia coli cyclic AMP receptor protein and Bacillus subtilis sigma factor binding site sequences based on experimentally defined benchmarks. Finally, a new bipartite information weight matrix for vitamin D3 receptor/retinoid X receptor alpha (VDR/RXRalpha) binding sites was derived that comprehensively models the natural variability inherent in these sequence elements.

MeSH Terms
Algorithms Binding Sites Cyclic AMP Receptor Protein/metabolism DNA/chemistry,metabolism Entropy Models, Genetic Receptors, Calcitriol/metabolism Receptors, Retinoic Acid/metabolism Regulatory Sequences, Nucleic Acid Retinoid X Receptors Sequence Alignment Sequence Analysis, DNA/methods Sigma Factor/metabolism Transcription Factors/metabolism
Chemicals
Cyclic AMP Receptor Protein Receptors, Calcitriol Receptors, Retinoic Acid Retinoid X Receptors Sigma Factor Transcription Factors DNA
Authors & Affiliations
2 authors, click to expand affiliations / ORCID
Bi Chengpeng
Laboratory of Human Molecular Genetics, Children's Mercy Hospital & Clinics, 2401 Gillham Road, Kansas City, MO 64108, USA.
Rogan Peter K
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Article Info
Journal
Nucleic acids research
Abbr.
Nucleic Acids Res
ISSN
1362-4962
Published
2004-00-00
Epub
2004-00-23
Pages
4979-91
Language
English
Region
England
NLM ID
0411011
PMCID
PMC521645
Subset
IM
Grants
NIEHS NIH HHS · R01 ES010855 · United States
NIEHS NIH HHS · ES10855-02 · United States
Corrections
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