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SwissRegulon: web-based analysis tools for genome-wide regulatory sites
Project funded by own resources |
Project title |
SwissRegulon: web-based analysis tools for genome-wide regulatory sites |
Principal Investigator(s) |
van Nimwegen, Erik
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Project Members |
Pachkov, Mikhail
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Organisation / Research unit |
Departement Biozentrum / Bioinformatics (van Nimwegen) |
Project Website |
http://swissregulon.unibas.ch/ |
Project start |
01.01.2008 |
Probable end |
31.12.2024 |
Status |
Active |
Abstract |
Our group provides a number of online services and database associated with the gene regulatory networks through our SwissRegulon website. First of all, our group has developed a number of algorithms for the discovery of regulatory motifs and the genome-wide annotation of regulatory sites based on high-throughput data. For example, our PhyloGibbs algorithm integrates the search for over-represented sequence motifs with comparative genomic analysis of sequence conservation patterns within a rigorous Bayesian probabilistic frame work. In addition to distributing the PhyloGibbs source code, PhyloGibbs is also provided on a Web server that allows users to discover regulatory motifs in their own sequences. Similarly, MotEvo is a state-of-the-art algorithm for genome-wide transcription factor binding site prediction that is made available through SwissRegulon. In addition, we provide genome-wide annotation of regulatory sites for a large number of transcription factors across a range of model organisms including human, mouse, yeast, and E. coli both through a genome-browser and in downloadable form. Through a collaboration with the Omics Science Center at Riken, Yokohama, we also provide comprehensive genome-wide annotations of promoter regions in human and mouse. Finally, beyond annotation regulatory sites and regions on the genomes of model organisms, SwissRegulon now also provides automated tools for analyzing gene expression and ChIP-seq data-sets in terms of the predicted regulatory sites. In particular, MARA (Motif Activity Response Analysis) is a fully-automated web-service that takes gene expression or ChIP-seq data-sets as input and predicts the key transcription factors involved in the regulation, their sample dependent activities, and their genome-wide target genes. MARA allows users to reconstruct transcription regulatory networks for any model system of interest ab initio.
Websites for Further Information SwissRegulon: https://swissregulon.unibas.ch ISMARA: https://ismara.unibas.ch REALPHY: https://realphy.unibas.ch RECOPHY: https://recophy.unibas.ch CREMA: https://crema.unibas.ch CRUNCH: https://crunch.unibas.ch PhyloGibbs: https://phylogibbs.unibas.ch |
Financed by |
Other funds
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Published results () |
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ID |
Autor(en) |
Titel |
ISSN / ISBN |
Erschienen in |
Art der Publikation |
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156672 |
Pachkov, M.; Erb, I.; Molina, N.; van Nimwegen, E. |
SwissRegulon : a database of genome-wide annotations of regulatory sites |
0305-1048 ; 1362-4962 |
Nucleic Acids Research |
Publication: JournalArticle (Originalarbeit in einer wissenschaftlichen Zeitschrift) |
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1166189 |
Arnold, Phil; Erb, Ionas; Pachkov, Mikhail; Molina, Nacho; van Nimwegen, Erik |
MotEvo: integrated Bayesian probabilistic methods for inferring regulatory sites and motifs on multiple alignments of DNA sequences |
1367-4803 |
Bioinformatics |
Publication: JournalArticle (Originalarbeit in einer wissenschaftlichen Zeitschrift) |
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1471083 |
Pachkov, Mikhail; Balwierz, Piotr J.; Arnold, Phil; Ozonov, Evgeniy; van Nimwegen, Erik |
SwissRegulon : a database of genome-wide annotations of regulatory sites: recent updates |
0305-1048 ; 1362-4962 |
Nucleic Acids Research |
Publication: JournalArticle (Originalarbeit in einer wissenschaftlichen Zeitschrift) |
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1445147 |
Arnold, Phil; Schöler, Anne; Pachkov, Mikhail; Balwierz, Piotr J; Jørgensen, Helle; Stadler, Michael B; van Nimwegen, Erik; Schübeler, Dirk |
Modeling of epigenome dynamics identifies transcription factors that mediate Polycomb targeting |
1088-9051 |
Genome research |
Publication: JournalArticle (Originalarbeit in einer wissenschaftlichen Zeitschrift) |
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2420414 |
Balwierz, Piotr J; Pachkov, Mikhail; Arnold, Phil; Gruber, Andreas J; Zavolan, Mihaela; van Nimwegen, Erik |
ISMARA: Automated modeling of genomic signals as a democracy of regulatory motifs |
1088-9051 |
Genome research |
Publication: JournalArticle (Originalarbeit in einer wissenschaftlichen Zeitschrift) |
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4509680 |
Berger, Severin; Pachkov, Mikhail; Arnold, Phil; Omidi, Saeed; Kelley, Nicholas; Salatino, Silvia; van Nimwegen, Erik |
Crunch: integrated processing and modeling of ChIP-seq data in terms of regulatory motifs |
1088-9051 ; 1549-5469 |
Genome Research |
Publication: JournalArticle (Originalarbeit in einer wissenschaftlichen Zeitschrift) |
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