RcisTarget identifies transcription factor binding motifs (TFBS) over-represented on a gene list. In a first step, RcisTarget selects DNA motifs that are significantly over-represented in the surroundings of the transcription start site (TSS) of the genes in the gene-set. This is achieved by using a database that contains genome-wide cross-species rankings for each motif. The motifs that are then annotated to TFs and those that have a high Normalized Enrichment Score (NES) are retained. Finally, for each motif and gene-set, RcisTarget predicts the candidate target genes (i.e. genes in the gene-set that are ranked above the leading edge).
Package details |
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Author | Sara Aibar, Gert Hulselmans, Stein Aerts. Laboratory of Computational Biology. VIB-KU Leuven Center for Brain & Disease Research. Leuven, Belgium |
Bioconductor views | GeneRegulation GeneSetEnrichment GeneTarget MotifAnnotation Transcription Transcriptomics |
Maintainer | Gert Hulselmans <Gert.Hulselmans@kuleuven.be> |
License | GPL-3 |
Version | 1.23.1 |
URL | http://scenic.aertslab.org |
Package repository | View on GitHub |
Installation |
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