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RcisTarget

RcisTarget Identify transcription factor binding motifs enriched on a list of genes or genomic regions

Bioconductor version: 3.23 · Package version: 1.32.0

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).

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("RcisTarget")

Details

MaintainerGert Hulselmans <Gert.Hulselmans@kuleuven.be>
AuthorSara Aibar, Gert Hulselmans, Stein Aerts. Laboratory of Computational Biology. VIB-KU Leuven Center for Brain & Disease Research. Leuven, Belgium
LicenseGPL-3
URLhttp://scenic.aertslab.org
Bug Reportshttps://github.com/aertslab/RcisTarget/issues
StatusDeprecated
Downloads rank1621
Source branchRELEASE_3_23
biocViewsGeneRegulation, GeneSetEnrichment, GeneTarget, MotifAnnotation, Software, Transcription, Transcriptomics

Documentation

Download

Dependencies

Depends: R (>= 3.5.0)

Imports: AUCell (>= 1.1.6), BiocGenerics, data.table, graphics, GenomeInfoDb, GenomicRanges, arrow (>= 2.0.0), dplyr, tibble, GSEABase, methods, R.utils, stats, SummarizedExperiment, S4Vectors, utils, zoo

Suggests: Biobase, BiocStyle, BiocParallel, doParallel, DT, foreach, gplots, rtracklayer, igraph, knitr, RcisTarget.hg19.motifDBs.cisbpOnly.500bp, rmarkdown, testthat, visNetwork

Enhances: doMC, doRNG