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Showing content from http://www.bioconductor.org/packages/devel/bioc/html/../../bioc/html/../../bioc/html/APL.html below:

Bioconductor - APL (development version)

APL

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

Association Plots

Bioconductor version: Development (3.22)

APL is a package developed for computation of Association Plots (AP), a method for visualization and analysis of single cell transcriptomics data. The main focus of APL is the identification of genes characteristic for individual clusters of cells from input data. The package performs correspondence analysis (CA) and allows to identify cluster-specific genes using Association Plots. Additionally, APL computes the cluster-specificity scores for all genes which allows to rank the genes by their specificity for a selected cell cluster of interest.

Author: Clemens Kohl [cre, aut], Elzbieta Gralinska [aut], Martin Vingron [aut]

Maintainer: Clemens Kohl <kohl.clemens at gmail.com>

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

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("APL")
Details biocViews DimensionReduction, GeneExpression, RNASeq, Sequencing, SingleCell, Software, StatisticalMethod Version 1.13.0 In Bioconductor since BioC 3.15 (R-4.2) (3 years) License GPL (>= 3) Depends R (>= 4.4.0) Imports Matrix, RSpectra, ggrepel, ggplot2, viridisLite, plotly, SeuratObject, SingleCellExperiment, magrittr, SummarizedExperiment, topGO, methods, stats, utils, org.Hs.eg.db, org.Mm.eg.db, rlang System Requirements URL https://vingronlab.github.io/APL/ See More Package Archives

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


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