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dominoSignal

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

All versions 3.24 (devel), 3.23 (release), 3.22, 3.21, 3.20

Cell Communication Analysis for Single Cell RNA Sequencing


Bioconductor version: Development (3.24)

dominoSignal is a package developed to analyze cell signaling through ligand - receptor - transcription factor networks in scRNAseq data. It takes as input information transcriptomic data, requiring counts, z-scored counts, and cluster labels, as well as information on transcription factor activation (such as from SCENIC) and a database of ligand and receptor pairings (such as from CellPhoneDB). This package creates an object storing ligand - receptor - transcription factor linkages by cluster and provides several methods for exploring, summarizing, and visualizing the analysis.

Author: Christopher Cherry [aut] ORCID iD ORCID: 0000-0002-5481-0055 , Jacob T Mitchell [aut] ORCID iD ORCID: 0000-0002-5370-9692 , Sushma Nagaraj [aut] ORCID iD ORCID: 0000-0001-5166-1309 , Kavita Krishnan [aut, cre] ORCID iD ORCID: 0000-0003-1345-0249 , Dmitrijs Lvovs [aut], Elana Fertig [ctb] ORCID iD ORCID: 0000-0003-3204-342X , Jennifer Elisseeff [ctb] ORCID iD ORCID: 0000-0002-5066-1996

Maintainer: Kavita Krishnan <kkrishnan at som.umaryland.edu>

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

Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs. dominoSignal: Cell Communication Analysis for Single Cell RNA Sequencing. doi:10.18129/B9.bioc.dominoSignal, R package version 1.7.0, https://bioconductor.org/packages/dominoSignal.

Generated from the package metadata; it may differ from the package's own citation.

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("dominoSignal")

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("dominoSignal")
Interacting with domino Objects HTML R Script
Get Started with dominoSignal HTML R Script
Plotting Functions and Options HTML R Script
Reference ManualPDF
NEWSText
LICENSEText

Details

biocViews Network, SingleCell, Software, SystemsBiology, Transcriptomics
Version1.7.0
In Bioconductor sinceBioC 3.20 (R-4.4) (2 years)
License GPL-3 | file LICENSE
Depends R (>= 4.2.0)
Imports biomaRt, ComplexHeatmap, circlize, ggpubr, grDevices, grid, igraph, Matrix, methods, plyr, stats, utils, magrittr, purrr, dplyr
System Requirements
URLhttps://FertigLab.github.io/dominoSignal/
Bug Reportshttps://github.com/FertigLab/dominoSignal/issues
See More
Suggests knitr, patchwork, rmarkdown, Seurat, testthat, formatR, BiocFileCache, SingleCellExperiment
Linking To
Enhances
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report Build Report, r-universe

Package Archives

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

Source Package dominoSignal_1.7.0.tar.gz
Windows Binary (x86_64) dominoSignal_1.7.0.zip
macOS Binary (big-sur-x86_64) dominoSignal_1.7.0.tgz
macOS Binary (sonoma-arm64) dominoSignal_1.7.0.tgz
Source Repositorygit clone https://git.bioconductor.org/packages/dominoSignal
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/dominoSignal
Package Short Url https://bioconductor.org/packages/dominoSignal/
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