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cTRAP

Identification of candidate causal perturbations from differential gene expression data

Bioconductor version: 3.23 · Package version: 1.30.0

Compare differential gene expression results with those from known cellular perturbations (such as gene knock-down, overexpression or small molecules) derived from the Connectivity Map. Such analyses allow not only to infer the molecular causes of the observed difference in gene expression but also to identify small molecules that could drive or revert specific transcriptomic alterations.

Installation

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

BiocManager::install("cTRAP")

Details

MaintainerNuno Saraiva-Agostinho <nunodanielagostinho@gmail.com>
AuthorBernardo P. de Almeida [aut], Nuno Saraiva-Agostinho [aut, cre], Nuno L. Barbosa-Morais [aut, led]
LicenseMIT + file LICENSE
URLhttps://nuno-agostinho.github.io/cTRAP, https://github.com/nuno-agostinho/cTRAP
Bug Reportshttps://github.com/nuno-agostinho/cTRAP/issues
Downloads rank324
Source branchRELEASE_3_23
biocViewsDifferentialExpression, GeneExpression, GeneSetEnrichment, ImmunoOncology, Pathways, RNASeq, Software, Transcriptomics

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Dependencies

Depends: R (>= 4.0)

Imports: AnnotationDbi, AnnotationHub, binr, cowplot, data.table, dplyr, DT, fastmatch, fgsea, ggplot2, ggrepel, graphics, highcharter, htmltools, httr, limma, methods, parallel, pbapply, purrr, qs2, R.utils, readxl, reshape2, rhdf5, rlang, scales, shiny (>= 1.7.0), shinycssloaders, stats, tibble, tools, utils

Suggests: testthat, knitr, covr, rmarkdown, spelling, biomaRt, remotes