clusterProfiler
A universal enrichment tool for interpreting omics data
Bioconductor version: Release (3.19)
This package supports functional characteristics of both coding and non-coding genomics data for thousands of species with up-to-date gene annotation. It provides a univeral interface for gene functional annotation from a variety of sources and thus can be applied in diverse scenarios. It provides a tidy interface to access, manipulate, and visualize enrichment results to help users achieve efficient data interpretation. Datasets obtained from multiple treatments and time points can be analyzed and compared in a single run, easily revealing functional consensus and differences among distinct conditions.
Author: Guangchuang Yu [aut, cre, cph] , Li-Gen Wang [ctb], Xiao Luo [ctb], Meijun Chen [ctb], Giovanni Dall'Olio [ctb], Wanqian Wei [ctb], Chun-Hui Gao [ctb]
Maintainer: Guangchuang Yu <guangchuangyu at gmail.com>
citation("clusterProfiler")
):
Installation
To install this package, start R (version "4.4") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("clusterProfiler")
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("clusterProfiler")
Statistical analysis and visualization of functional profiles for genes and gene clusters | HTML | R Script |
Reference Manual | ||
NEWS | Text |
Details
biocViews | Annotation, Clustering, GO, GeneSetEnrichment, KEGG, MultipleComparison, Pathways, Reactome, Software, Visualization |
Version | 4.12.6 |
In Bioconductor since | BioC 2.8 (R-2.13) (13.5 years) |
License | Artistic-2.0 |
Depends | R (>= 3.5.0) |
Imports | AnnotationDbi, downloader, DOSE(>= 3.23.2), dplyr, enrichplot(>= 1.9.3), GO.db, GOSemSim(>= 2.27.2), gson (>= 0.0.7), httr, igraph, magrittr, methods, plyr, qvalue, rlang, stats, tidyr, utils, yulab.utils (>= 0.1.5) |
System Requirements | |
URL | https://yulab-smu.top/contribution-knowledge-mining/ |
Bug Reports | https://github.com/GuangchuangYu/clusterProfiler/issues |
See More
Package Archives
Follow Installation instructions to use this package in your R session.
Source Package | clusterProfiler_4.12.6.tar.gz |
Windows Binary (x86_64) | clusterProfiler_4.12.6.zip |
macOS Binary (x86_64) | clusterProfiler_4.12.6.tgz |
macOS Binary (arm64) | clusterProfiler_4.12.6.tgz |
Source Repository | git clone https://git.bioconductor.org/packages/clusterProfiler |
Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/clusterProfiler |
Bioc Package Browser | https://code.bioconductor.org/browse/clusterProfiler/ |
Package Short Url | https://bioconductor.org/packages/clusterProfiler/ |
Package Downloads Report | Download Stats |
Old Source Packages for BioC 3.19 | Source Archive |