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PMID: 11875036 Published · ppublish English Comparative Study Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S. Research Support, U.S. Gov't, P.H.S.

Extraction of functional binding sites from unique regulatory regions: the Drosophila early developmental enhancers.

Genome research ·Vol. 12 ·No. 3 ·2002-03-00 ·Pages 470-81

Papatsenko DA, Makeev VJ, Lifanov AP, Régnier M, Nazina AG, Desplan C

Abstract

The early developmental enhancers of Drosophila melanogaster comprise one of the most sophisticated regulatory systems in higher eukaryotes. An elaborate code in their DNA sequence translates both maternal and early embryonic regulatory signals into spatial distribution of transcription factors. One of the most striking features of this code is the redundancy of binding sites for these transcription factors (BSTF). Using this redundancy, we explored the possibility of predicting functional binding sites in a single enhancer region without any prior consensus/matrix description or evolutionary sequence comparisons. We developed a conceptually simple algorithm, Scanseq, that employs an original statistical evaluation for identifying the most redundant motifs and locates the position of potential BSTF in a given regulatory region. To estimate the biological relevance of our predictions, we built thorough literature-based annotations for the best-known Drosophila developmental enhancers and we generated detailed distribution maps for the most robust binding sites. The high statistical correlation between the location of BSTF in these experiment-based maps and the location predicted in silico by Scanseq confirmed the relevance of our approach. We also discuss the definition of true binding sites and the possible biological principles that govern patterning of regulatory regions and the distribution of transcriptional signals.

MeSH Terms
Algorithms Animals Bacterial Proteins Base Sequence Binding Sites/genetics Chromosome Mapping/methods,statistics & numerical data DNA-Binding Proteins/genetics Drosophila Proteins Drosophila melanogaster/genetics Enhancer Elements, Genetic/genetics Gene Expression Regulation, Developmental/genetics Genes, Insect/genetics Homeodomain Proteins/genetics Molecular Sequence Data Multigene Family/genetics Nuclear Proteins Protozoan Proteins/genetics Regulatory Sequences, Nucleic Acid/genetics Tandem Repeat Sequences/genetics Transcription Factors
Chemicals
Bacterial Proteins DNA-Binding Proteins Drosophila Proteins Homeodomain Proteins Nuclear Proteins Protozoan Proteins Transcription Factors eve protein, Drosophila run protein, Drosophila
Authors & Affiliations
6 authors, click to expand affiliations / ORCID
Papatsenko Dmitri A
Department of Biology, New York University, New York, NY 10003-6688, USA. dap5@nyu.edu
Makeev Vsevolod J
Lifanov Alex P
Régnier Mireille
Nazina Anna G
Desplan Claude
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Article Info
Journal
Genome research
Abbr.
Genome Res
ISSN
1088-9051
Published
2002-03-00
Pages
470-81
Language
English
Region
United States
NLM ID
9518021
PMCID
PMC155290
Subset
IM
Grants
NEI NIH HHS · R01 EY013010 · United States
NEI NIH HHS · EY 13010 · United States
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