RegPredict: an integrated system for regulon inference in prokaryotes by comparative genomics approach

RegPredict web server is designed to provide comparative genomics tools for reconstruction and analysis of microbial regulons using comparative genomics approach. The server allows the user to rapidly generate reference sets of regulons and regulatory motif profiles in a group of prokaryotic genomes. The new concept of a cluster of co-regulated orthologous operons allows the user to distribute the analysis of large regulons and to perform the comparative analysis of multiple clusters independently. Two major workflows currently implemented in RegPredict are: (i) regulon reconstruction for a known regulatory motif and (ii) ab initio inference of a novel regulon using several scenarios for the generation of starting gene sets. RegPredict provides a comprehensive collection of manually curated positional weight matrices of regulatory motifs. It is based on genomic sequences, ortholog and operon predictions from the MicrobesOnline. An interactive web interface of RegPredict integrates and presents diverse genomic and functional information about the candidate regulon members from several web resources. RegPredict is freely accessible at http://regpredict.lbl.gov.

[1]  Inna Dubchak,et al.  RegTransBase—a database of regulatory sequences and interactions in a wide range of prokaryotic genomes , 2006, Nucleic Acids Res..

[2]  J. Liu,et al.  Phylogenetic footprinting of transcription factor binding sites in proteobacterial genomes. , 2001, Nucleic acids research.

[3]  Katherine H. Huang,et al.  A novel method for accurate operon predictions in all sequenced prokaryotes , 2005, Nucleic acids research.

[4]  Jacques van Helden,et al.  RSAT: regulatory sequence analysis tools , 2008, Nucleic Acids Res..

[5]  Inna Dubchak,et al.  RegPrecise: a database of curated genomic inferences of transcriptional regulatory interactions in prokaryotes , 2009, Nucleic Acids Res..

[6]  Inna Dubchak,et al.  Reconstruction Of Regulatory And Metabolic Pathways In Metal-Reducing delta-Proteobacteria , 2004 .

[7]  W. Wasserman,et al.  Regulog analysis: detection of conserved regulatory networks across bacteria: application to Staphylococcus aureus. , 2004, Genome research.

[8]  M. Gelfand,et al.  Evolution of transcriptional regulatory networks in microbial genomes. , 2006, Current opinion in structural biology.

[9]  Julio Collado-Vides,et al.  RegulonDB (version 6.0): gene regulation model of Escherichia coli K-12 beyond transcription, active (experimental) annotated promoters and Textpresso navigation , 2007, Nucleic Acids Res..

[10]  Inna Dubchak,et al.  Dissimilatory Metabolism of Nitrogen Oxides in Bacteria: Comparative Reconstruction of Transcriptional Networks , 2005, PLoS Comput. Biol..

[11]  Kenta Nakai,et al.  DBTBS: a database of transcriptional regulation in Bacillus subtilis containing upstream intergenic conservation information , 2007, Nucleic Acids Res..

[12]  Dmitry A Rodionov,et al.  Comparative genomic reconstruction of transcriptional regulatory networks in bacteria. , 2007, Chemical reviews.

[13]  M. Kimmel,et al.  Conflict of interest statement. None declared. , 2010 .

[14]  Mikhail S. Gelfand,et al.  Computational Reconstruction of Iron- and Manganese-Responsive Transcriptional Networks in α-Proteobacteria , 2006, PLoS Comput. Biol..

[15]  Jan Baumbach,et al.  CoryneRegNet 4.0 – A reference database for corynebacterial gene regulatory networks , 2007, BMC Bioinformatics.

[16]  Inna Dubchak,et al.  Comparative Genomics of Regulation of Fatty Acid and Branched-Chain Amino Acid Utilization in Proteobacteria , 2008, Journal of bacteriology.

[17]  Inna Dubchak,et al.  MicrobesOnline: an integrated portal for comparative and functional genomics , 2009, Nucleic Acids Res..

[18]  E. Koonin,et al.  Computer analysis of transcription regulatory patterns in completely sequenced bacterial genomes. , 1999, Nucleic acids research.

[19]  G D Stormo,et al.  A comparative genomics approach to prediction of new members of regulons. , 2001, Genome research.

[20]  E. Koonin,et al.  Prediction of transcription regulatory sites in Archaea by a comparative genomic approach. , 2000, Nucleic acids research.

[21]  Grigoriy E. Pinchuk,et al.  Towards environmental systems biology of Shewanella , 2008, Nature Reviews Microbiology.

[22]  M. Gelfand,et al.  Identification of a bacterial regulatory system for ribonucleotide reductases by phylogenetic profiling. , 2005, Trends in genetics : TIG.

[23]  Robert D. Finn,et al.  Rfam: updates to the RNA families database , 2008, Nucleic Acids Res..

[24]  Inna Dubchak,et al.  Reconstruction of regulatory and metabolic pathways in metal-reducing δ-proteobacteria , 2004, Genome Biology.

[25]  G. Church,et al.  Predicting regulons and their cis-regulatory motifs by comparative genomics. , 2000, Nucleic acids research.

[26]  Naryttza N. Diaz,et al.  The Subsystems Approach to Genome Annotation and its Use in the Project to Annotate 1000 Genomes , 2005, Nucleic acids research.

[27]  P. D’haeseleer How does DNA sequence motif discovery work? , 2006, Nature Biotechnology.