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CaDrA

Candidate Driver Analysis

Bioconductor version: 3.23 · Package version: 1.10.0

Performs both stepwise and backward heuristic search for candidate (epi)genetic drivers based on a binary multi-omics dataset. CaDrA's main objective is to identify features which, together, are significantly skewed or enriched pertaining to a given vector of continuous scores (e.g. sample-specific scores representing a phenotypic readout of interest, such as protein expression, pathway activity, etc.), based on the union occurence (i.e. logical OR) of the events.

Installation

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

BiocManager::install("CaDrA")

Details

MaintainerReina Chau <rchau88@bu.edu>
AuthorReina Chau [aut, cre] (ORCID: <https://orcid.org/0000-0003-3012-1404>), Katia Bulekova [aut] (ORCID: <https://orcid.org/0000-0003-1560-2146>), Vinay Kartha [aut], Stefano Monti [aut] (ORCID: <https://orcid.org/0000-0002-9376-0660>)
LicenseGPL-3 + file LICENSE
URLhttps://github.com/montilab/CaDrA/
Bug Reportshttps://github.com/montilab/CaDrA/issues
Downloads rank175
Source branchRELEASE_3_23
biocViewsFeatureExtraction, GeneExpression, Microarray, RNASeq, Software

Documentation

Download

Dependencies

Depends: R (>= 4.4.0)

Imports: doParallel, ggplot2, gplots, graphics, grid, gtable, knnmi, MASS, methods, misc3d, plyr, ppcor, R.cache, reshape2, stats, SummarizedExperiment

Suggests: BiocManager, devtools, knitr, pheatmap, rmarkdown, testthat (>= 3.1.6)