xCell2
This is the development version of xCell2; to use it, please install the devel version of Bioconductor.
A Tool for Generic Cell Type Enrichment Analysis
Bioconductor version: Development (3.21)
xCell2 provides methods for cell type enrichment analysis using cell type signatures. It includes three main functions - 1. xCell2Train for training custom references objects from bulk or single-cell RNA-seq datasets. 2. xCell2Analysis for conducting the cell type enrichment analysis using the custom reference. 3. xCell2GetLineage for identifying dependencies between different cell types using ontology.
Author: Almog Angel [aut, cre] (ORCID:
Maintainer: Almog Angel <almog.angel at campus.technion.ac.il>
citation("xCell2")):
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("xCell2")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
| Reference Manual |
Details
| biocViews | DifferentialExpression, GeneExpression, GeneSetEnrichment, ImmunoOncology, Microarray, RNASeq, SingleCell, Software, Transcriptomics |
| Version | 0.99.107 |
| In Bioconductor since | BioC 3.21 (R-4.5) |
| License | GPL (>= 3) |
| Depends | R (>= 4.0.0) |
| Imports | SummarizedExperiment, SingleCellExperiment, Rfast, singscore, AnnotationHub, ontologyIndex, tibble, dplyr, BiocParallel, Matrix, minpack.lm, pracma, methods, readr, magrittr, progress, quadprog |
| System Requirements | |
| URL | https://github.com/AlmogAngel/xCell2 |
| Bug Reports | https://github.com/AlmogAngel/xCell2/issues |
See More
| Suggests | testthat, knitr, rmarkdown, ggplot2, randomForest, tidyr, EnhancedVolcano |
| 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 | |
| Windows Binary (x86_64) | xCell2_0.99.107.zip |
| macOS Binary (x86_64) | xCell2_0.99.107.tgz |
| macOS Binary (arm64) | xCell2_0.99.107.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/xCell2 |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/xCell2 |
| Bioc Package Browser | https://code.bioconductor.org/browse/xCell2/ |
| Package Short Url | https://bioconductor.org/packages/xCell2/ |
| Package Downloads Report | Download Stats |