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Statial

A package to identify changes in cell state relative to spatial associations

Bioconductor version: 3.23 · Package version: 1.14.0

Statial is a suite of functions for identifying changes in cell state. The functionality provided by Statial provides robust quantification of cell type localisation which are invariant to changes in tissue structure. In addition to this Statial uncovers changes in marker expression associated with varying levels of localisation. These features can be used to explore how the structure and function of different cell types may be altered by the agents they are surrounded with.

Installation

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

BiocManager::install("Statial")

Details

MaintainerFarhan Ameen <fame2827@uni.sydney.edu.au>
AuthorFarhan Ameen [aut, cre], Sourish Iyengar [aut], Alex Qin [aut], Shila Ghazanfar [aut], Ellis Patrick [aut]
LicenseGPL-3
URLhttps://sydneybiox.github.io/Statial https://github.com/SydneyBioX/Statial/issues
Bug Reportshttps://github.com/SydneyBioX/Statial/issues
Downloads rank294
Source branchRELEASE_3_23
biocViewsClassification, SingleCell, Software, Spatial

Documentation

Download

Dependencies

Depends: R (>= 4.1.0)

Imports: BiocParallel, spatstat.geom, concaveman, data.table, spatstat.explore, dplyr, tidyr, SingleCellExperiment, tibble, stringr, tidyselect, ggplot2, methods, stats, SummarizedExperiment, S4Vectors, plotly, purrr, ranger, magrittr, limma, SpatialExperiment, cluster, treekoR, edgeR

Suggests: BiocStyle, knitr, testthat (>= 3.0.0), ClassifyR, spicyR, ggsurvfit, lisaClust, survival