PathwaySplice
This package is for version 3.7 of Bioconductor. This package has been removed from Bioconductor. For the last stable, up-to-date release version, see PathwaySplice.
An R Package for Unbiased Splicing Pathway Analysis
Bioconductor version: 3.7
Pathway analysis of alternative splicing would be biased without accounting for the different number of exons associated with each gene, because genes with higher number of exons are more likely to be included in the 'significant' gene list in alternative splicing. PathwaySplice is an R package that: (1) performs pathway analysis that explicitly adjusts for the number of exons associated with each gene (2) visualizes selection bias due to different number of exons for each gene (3) formally tests for presence of bias using logistic regression (4) supports gene sets based on the Gene Ontology terms, as well as more broadly defined gene sets (e.g. MSigDB) or user defined gene sets (5) identifies the significant genes driving pathway significance (6) organizes significant pathways with an enrichment map, where pathways with large number of overlapping genes are grouped together in a network graph
Author: Aimin Yan, Xi Chen, Lily Wang
Maintainer: Aimin Yan <aimin.at.work at gmail.com>
citation("PathwaySplice")):
Installation
To install this package, start R (version "3.5") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("PathwaySplice")
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("PathwaySplice")| PathwaySplice | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | AlternativeSplicing, DifferentialSplicing, GO, GeneSetEnrichment, GraphAndNetwork, Network, NetworkEnrichment, Pathways, RNASeq, Regression, Sequencing, Software, Visualization |
| Version | 1.4.0 |
| In Bioconductor since | BioC 3.6 (R-3.4) (6.5 years) |
| License | LGPL(>=2) |
| Depends | R (>= 3.5.0) |
| Imports | goseq, Biobase, DOSE, reshape2, igraph, org.Hs.eg.db, org.Mm.eg.db, BiocGenerics, AnnotationDbi, JunctionSeq, BiasedUrn, GO.db, gdata, geneLenDataBase, grDevices, graphics, stats, utils, VennDiagram, RColorBrewer, ensembldb, AnnotationHub, S4Vectors, dplyr, plotly, webshot, htmlwidgets, mgcv, gridExtra, grid, gplots, tibble, EnrichmentBrowser, annotate, KEGGREST |
| System Requirements | |
| URL |
See More
| Suggests | testthat, knitr, rmarkdown |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | PathwaySplice_1.4.0.tar.gz |
| Windows Binary | PathwaySplice_1.4.0.zip |
| Mac OS X 10.11 (El Capitan) | PathwaySplice_1.4.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/PathwaySplice |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/PathwaySplice |
| Package Short Url | https://bioconductor.org/packages/PathwaySplice/ |
| Package Downloads Report | Download Stats |
| Old Source Packages for BioC 3.7 | Source Archive |