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
| Maintainer | Gert Hulselmans <Gert.Hulselmans@kuleuven.be> |
| Author | Sara Aibar, Gert Hulselmans, Stein Aerts. Laboratory of Computational Biology. VIB-KU Leuven Center for Brain & Disease Research. Leuven, Belgium |
| License | GPL-3 |
| URL | http://scenic.aertslab.org |
| Bug Reports | https://github.com/aertslab/RcisTarget/issues |
| Status | Deprecated |
| Downloads rank | 1621 |
| Source branch | RELEASE_3_23 |
| biocViews | GeneRegulation, GeneSetEnrichment, GeneTarget, MotifAnnotation, Software, Transcription, Transcriptomics |
Documentation
- Motif enrichment in genomic regions
- Motif enrichment with background
- RcisTarget: Transcription factor binding motif enrichment
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