ctgGEM

DOI: 10.18129/B9.bioc.ctgGEM    

This package is for version 3.13 of Bioconductor; for the stable, up-to-date release version, see ctgGEM.

Generating Tree Hierarchy Visualizations from Gene Expression Data

Bioconductor version: 3.13

Cell Tree Generator for Gene Expression Matrices (ctgGEM) streamlines the building of cell-state hierarchies from single-cell gene expression data across multiple existing tools for improved comparability and reproducibility. It supports pseudotemporal ordering algorithms and visualization tools from monocle, cellTree, TSCAN, sincell, and destiny, and provides a unified output format for integration with downstream data analysis workflows and Cytoscape.

Author: Mark Block and Carrie Minette

Maintainer: USD Biomedical Engineering <bicbioeng at gmail.com>

Installation

To install this package, start R (version "4.1") and enter:

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

BiocManager::install("ctgGEM")

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("ctgGEM")

 

HTML	R Script	ctgGEM
PDF		Reference Manual
Text		NEWS

Details

biocViews	Clustering, DataImport, DifferentialExpression, GeneExpression, ImmunoOncology, MultipleComparison, QualityControl, RNASeq, Sequencing, SingleCell, Software, Visualization
Version	1.4.0
In Bioconductor since	BioC 3.11 (R-4.0) (1.5 years)
License	GPL(>=2)
Depends	monocle, SummarizedExperiment
Imports	Biobase, BiocGenerics, graphics, grDevices, igraph, methods, utils, sincell, TSCAN, destiny, HSMMSingleCell
LinkingTo
Suggests	BiocStyle, biomaRt, irlba, knitr, VGAM
SystemRequirements
Enhances
URL
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report

Package Archives

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

Source Package	ctgGEM_1.4.0.tar.gz
Windows Binary	ctgGEM_1.4.0.zip
macOS 10.13 (High Sierra)	ctgGEM_1.4.0.tgz
Source Repository	git clone https://git.bioconductor.org/packages/ctgGEM
Source Repository (Developer Access)	git clone [email protected]:packages/ctgGEM
Package Short Url	https://bioconductor.org/packages/ctgGEM/
Package Downloads Report	Download Stats