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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 activity (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 1.7.1, 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")
Differential Signaling Workflow HTML R Script
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, Sequencing, SingleCell, Software, SystemsBiology, Transcriptomics
Version1.7.1
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, reshape2, stats, utils, 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, withr, kableExtra
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_1.7.1.tar.gz
Windows Binary (x86_64) dominoSignal_1.7.1.zip
macOS Binary (big-sur-x86_64) dominoSignal_1.7.1.tgz
macOS Binary (sonoma-arm64) dominoSignal_1.7.1.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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