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
| Maintainer | Reina Chau <rchau88@bu.edu> |
| Author | Reina 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>) |
| License | GPL-3 + file LICENSE |
| URL | https://github.com/montilab/CaDrA/ |
| Bug Reports | https://github.com/montilab/CaDrA/issues |
| Downloads rank | 175 |
| Source branch | RELEASE_3_23 |
| biocViews | FeatureExtraction, GeneExpression, Microarray, RNASeq, Software |
Documentation
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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)