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CoreGx

Classes and Functions to Serve as the Basis for Other 'Gx' Packages

Bioconductor version: 3.23 · Package version: 2.16.0

A collection of functions and classes which serve as the foundation for our lab's suite of R packages, such as 'PharmacoGx' and 'RadioGx'. This package was created to abstract shared functionality from other lab package releases to increase ease of maintainability and reduce code repetition in current and future 'Gx' suite programs. Major features include a 'CoreSet' class, from which 'RadioSet' and 'PharmacoSet' are derived, along with get and set methods for each respective slot. Additional functions related to fitting and plotting dose response curves, quantifying statistical correlation and calculating area under the curve (AUC) or survival fraction (SF) are included. For more details please see the included documentation, as well as: Smirnov, P., Safikhani, Z., El-Hachem, N., Wang, D., She, A., Olsen, C., Freeman, M., Selby, H., Gendoo, D., Grossman, P., Beck, A., Aerts, H., Lupien, M., Goldenberg, A. (2015) <doi:10.1093/bioinformatics/btv723>. Manem, V., Labie, M., Smirnov, P., Kofia, V., Freeman, M., Koritzinksy, M., Abazeed, M., Haibe-Kains, B., Bratman, S. (2018) <doi:10.1101/449793>.

Installation

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

BiocManager::install("CoreGx")

Details

MaintainerBenjamin Haibe-Kains <benjamin.haibe.kains@utoronto.ca>
AuthorJermiah Joseph [aut], Petr Smirnov [aut], Ian Smith [aut], Christopher Eeles [aut], Feifei Li [aut], Benjamin Haibe-Kains [aut, cre]
LicenseGPL (>= 3)
Downloads rank680
Source branchRELEASE_3_23
biocViewsClassification, Pharmacogenomics, Software, Survival

Documentation

Download

Dependencies

Depends: R (>= 4.1), BiocGenerics, SummarizedExperiment

Imports: Biobase, S4Vectors, MultiAssayExperiment, MatrixGenerics, piano, BiocParallel, parallel, BumpyMatrix, checkmate, methods, stats, utils, graphics, grDevices, lsa, data.table, crayon, glue, rlang, bench

Suggests: pander, markdown, BiocStyle, rmarkdown, knitr, formatR, testthat

Reverse dependencies

Depends On Me (3): PharmacoGx, RadioGx, ToxicoGx

Imports Me (2): gDRimport, PDATK