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scaper (version 0.1.0)

Single Cell Transcriptomics-Level Cytokine Activity Prediction and Estimation

Description

Generates cell-level cytokine activity estimates using relevant information from gene sets constructed with the 'CytoSig' and the 'Reactome' databases and scored using the modified 'Variance-adjusted Mahalanobis (VAM)' framework for single-cell RNA-sequencing (scRNA-seq) data. 'CytoSig' database is described in: Jiang at al., (2021) . 'Reactome' database is described in: Gillespie et al., (2021) . The 'VAM' method is outlined in: Frost (2020) .

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Version

Install

install.packages('scaper')

Monthly Downloads

428

Version

0.1.0

License

GPL (>= 2)

Maintainer

Azka Javaid

Last Published

October 19th, 2023

Functions in scaper (0.1.0)

scaper-package

scaper: Single Cell Transcriptomics-Level Cytokine Activity Prediction and Estimation
scapeForSeurat

Cytokine activity scores for a Seurat matrix.
supportedCytokines

Gene set to score for the CytoSig or the Reactome databases.
genesetReactome

Reactome gene set construction.
genesetCytoSig

CytoSig gene set construction.
scape

Cytokine activity scores for a normalized matrix.
%>%

Pipe operator