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leapR

This is the released version of leapR; for the devel version, see leapR.

Layered enrichment analysis of pathways R


Bioconductor version: Release (3.23)

leapR is a package that identifies pathways that are enriched across diverse 'omics experiments. It leverages any tabular expression data (proteomics, transcriptomics) using the `SummarizedExperiment` object. It works with any pathway in the .gct file format.

Author: Sara Gosline [aut, cre] ORCID iD ORCID: 0000-0002-6534-4774 , Jason McDermott [aut], Jeremy Jacobson [aut], Vincent Danna [ctb], National Institutes of Health [fnd]

Maintainer: Sara Gosline <sara.gosline at pnnl.gov>

Citation (from within R, enter citation("leapR")):
Seminal Bioconductor project articles:

Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M (2015). "Orchestrating high-throughput genomic analysis with Bioconductor." Nature Methods, 12(2), 115–121. doi:10.1038/nmeth.3252.

Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JYH, Zhang J (2004). "Bioconductor: open software development for computational biology and bioinformatics." Genome Biology, 5(10), R80. doi:10.1186/gb-2004-5-10-r80.

Installation

To install this package, start R (version "4.6") and enter:


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

BiocManager::install("leapR")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("leapR")
leapR HTML R Script
leapR HTML R Script
leapR HTML R Script
Reference Manual PDF
NEWS Text
LICENSE Text

Details

biocViews GeneExpression, GeneSetEnrichment, Pathways, Proteomics, Software, Transcriptomics
Version 1.0.0
In Bioconductor since BioC 3.23 (R-4.6) (< 6 months)
License MIT + file LICENSE
Depends R (>= 4.5.0)
Imports stats, gplots, readr, tibble, gplots, methods, ggplot2, dplyr, stringr, tidyr, SummarizedExperiment, BiocStyle
System Requirements
URL
See More
Suggests knitr, rmarkdown, testthat (>= 3.0.0)
Linking To
Enhances
Depends On Me
Imports Me
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Build Report Build Report

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package leapR_1.0.0.tar.gz
Windows Binary (x86_64)
macOS Binary (big-sur-x86_64) leapR_1.0.0.tgz
macOS Binary (sonoma-arm64) leapR_1.0.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/leapR
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/leapR
Bioc Package Browser https://code.bioconductor.org/browse/leapR/
Package Short Url https://bioconductor.org/packages/leapR/
Package Downloads Report Download Stats