Bioconductor release scheduled for October 29

scider

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

Spatial cell-type inter-correlation by density in R


Bioconductor version: Development (3.22)

scider is an user-friendly R package providing functions to model the global density of cells in a slide of spatial transcriptomics data. All functions in the package are built based on the SpatialExperiment object, allowing integration into various spatial transcriptomics-related packages from Bioconductor. After modelling density, the package allows for serveral downstream analysis, including colocalization analysis, boundary detection analysis and differential density analysis.

Author: Mengbo Li [aut] ORCID iD ORCID: 0000-0002-9666-5810 , Ning Liu [aut] ORCID iD ORCID: 0000-0002-9487-9305 , Quoc Hoang Nguyen [aut] ORCID iD ORCID: 0009-0007-2828-7567 , Yunshun Chen [aut, cre] ORCID iD ORCID: 0000-0003-4911-5653

Maintainer: Yunshun Chen <yuchen at wehi.edu.au>

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

Installation

To install this package, start R (version "4.5") and enter:


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

# The following initializes usage of Bioc devel
BiocManager::install(version='devel')

BiocManager::install("scider")

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("scider")
scider_introduction HTML R Script
Reference Manual PDF
NEWS Text
LICENSE Text

Details

biocViews Software, Spatial, Transcriptomics
Version 1.7.1
In Bioconductor since BioC 3.18 (R-4.3) (2 years)
License GPL-3 + file LICENSE
Depends R (>= 4.3)
Imports SpatialExperiment, SummarizedExperiment, spatstat.geom, spatstat.explore, sf, lwgeom, SpatialPack, ggplot2, stats, pheatmap, plotly, shiny, igraph, janitor, knitr, methods, utils, isoband, S4Vectors, grDevices, dbscan, hexDensity, hexbin, uwot, SingleCellExperiment, BiocNeighbors, irlba
System Requirements
URL https://github.com/ChenLaboratory/scider https://chenlaboratory.github.io/scider/
Bug Reports https://github.com/ChenLaboratory/scider/issues
See More
Suggests edgeR, testthat (>= 3.0.0)
Linking To
Enhances
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report Build Report

Package Archives

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

Source Package scider_1.7.1.tar.gz
Windows Binary (x86_64) scider_1.7.0.zip (64-bit only)
macOS Binary (x86_64) scider_1.7.0.tgz
macOS Binary (arm64) scider_1.7.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/scider
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/scider
Bioc Package Browser https://code.bioconductor.org/browse/scider/
Package Short Url https://bioconductor.org/packages/scider/
Package Downloads Report Download Stats