This is the development version of ssPATHS; for the stable release version, see ssPATHS.
ssPATHS: Single Sample PATHway ScoreBioconductor version: Development (3.22)
This package generates pathway scores from expression data for single samples after training on a reference cohort. The score is generated by taking the expression of a gene set (pathway) from a reference cohort and performing linear discriminant analysis to distinguish samples in the cohort that have the pathway augmented and not. The separating hyperplane is then used to score new samples.
Author: Natalie R. Davidson
Maintainer: Natalie R. Davidson <natalie.davidson at inf.ethz.ch>
Citation (from within R, entercitation("ssPATHS")
): 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("ssPATHS")
For older versions of R, please refer to the appropriate Bioconductor release.
DocumentationTo view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("ssPATHS")
Details biocViews BiomedicalInformatics, Classification, DimensionReduction, GeneExpression, Pathways, RNASeq, Software, Transcriptomics Version 1.23.0 In Bioconductor since BioC 3.10 (R-3.6) (5.5 years) License MIT + file LICENSE Depends R (>= 3.5.0), SummarizedExperiment Imports ROCR, dml, MESS System Requirements URL See More Package Archives
Follow Installation instructions to use this package in your R session.
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