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clusterSeq

This is the development version of clusterSeq; for the stable release version, see clusterSeq.

Clustering of high-throughput sequencing data by identifying co-expression patterns


Bioconductor version: Development (3.24)

Identification of clusters of co-expressed genes based on their expression across multiple (replicated) biological samples.

Author: Thomas J. Hardcastle [aut], Irene Papatheodorou [aut], Samuel Granjeaud [cre] ORCID iD ORCID: 0000-0001-9245-1535

Maintainer: Samuel Granjeaud <samuel.granjeaud at inserm.fr>

Citation (from within R, enter citation("clusterSeq")):
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")

## The following initializes the development version of Bioconductor
BiocManager::install(version = "devel")

BiocManager::install("clusterSeq")

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("clusterSeq")
Advanced baySeq analyses PDF R Script
Reference Manual PDF

Details

biocViews Clustering, DifferentialExpression, GeneExpression, MultipleComparison, Sequencing, Software
Version 1.37.0
In Bioconductor since BioC 3.5 (R-3.4) (9.5 years)
License GPL-3
Depends R (>= 3.0.0), methods, BiocParallel, baySeq, graphics, stats, utils
Imports BiocGenerics
System Requirements
URL https://github.com/samgg/clusterSeq
Bug Reports https://github.com/samgg/clusterSeq/issues
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Package Archives

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

Source Package clusterSeq_1.37.0.tar.gz
Windows Binary (x86_64) clusterSeq_1.37.0.zip
macOS Binary (big-sur-x86_64) clusterSeq_1.37.0.tgz
macOS Binary (sonoma-arm64) clusterSeq_1.37.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/clusterSeq
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/clusterSeq
Bioc Package Browser https://code.bioconductor.org/browse/clusterSeq/
Package Short Url https://bioconductor.org/packages/clusterSeq/
Package Downloads Report Download Stats