ISLET

DOI: 10.18129/B9.bioc.ISLET  

Individual-Specific ceLl typE referencing Tool

Bioconductor version: Release (3.16)

ISLET is a method to conduct signal deconvolution for general -omics data. It can estimate the individual-specific and cell-type-specific reference panels, when there are multiple samples observed from each subject. It takes the input of the observed mixture data (feature by sample matrix), and the cell type mixture proportions (sample by cell type matrix), and the sample-to-subject information. It can solve for the reference panel on the individual-basis. It can also conduct test to identify cell-type-specific differential expression (csDE) genes.

Author: Hao Feng [aut, cre], Qian Li [aut]

Maintainer: Hao Feng <hxf155 at case.edu>

Installation

To install this package, start R (version "4.2") and enter:

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

BiocManager::install("ISLET")

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("ISLET")

 

HTML	R Script	Individual-specific and cell-type-specific deconvolution using ISLET
PDF		Reference Manual
Text		NEWS

Details

biocViews	DifferentialExpression, DifferentialMethylation, GeneExpression, RNASeq, Sequencing, Software, Transcription, Transcriptomics
Version	1.0.0
In Bioconductor since	BioC 3.16 (R-4.2) (< 6 months)
License	GPL-2
Depends	R (>= 4.1.0), Matrix, parallel, BiocParallel, SummarizedExperiment, BiocGenerics
Imports	stats, methods
LinkingTo
Suggests	BiocStyle, knitr, rmarkdown, htmltools, RUnit
SystemRequirements
Enhances
URL
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report

Package Archives

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

Source Package	ISLET_1.0.0.tar.gz
Windows Binary	ISLET_1.0.0.zip (64-bit only)
macOS Binary (x86_64)	ISLET_1.0.0.tgz
macOS Binary (arm64)	ISLET_1.0.0.tgz
Source Repository	git clone https://git.bioconductor.org/packages/ISLET
Source Repository (Developer Access)	git clone git@git.bioconductor.org:packages/ISLET
Bioc Package Browser	https://code.bioconductor.org/browse/ISLET/
Package Short Url	https://bioconductor.org/packages/ISLET/
Package Downloads Report	Download Stats