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scaper

Single Cell Transcriptomics-Level Cytokine Activity Prediction and Estimation

Installation

About

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) doi:10.1038/s41592-021-01274-5. 'Reactome' database is described in: Gillespie et al., (2021) doi:10.1093/nar/gkab1028. The 'VAM' method is outlined in: Frost (2020) doi:10.1093/nar/gkaa582.

Key Metrics

Version 0.1.0
R ≥ 3.5.0
Published 2023-10-19 194 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks scaper results

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Maintainer

Maintainer

Azka Javaid

azka.javaid.gr@dartmouth.edu

Authors

H. Robert Frost

aut

Azka Javaid

aut / cre

Material

Reference manual
Package source

Vignettes

scaper-vignette-CytoSig
scaper-vignette-Reactome

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 3.5.0

Imports

magrittr
xml2
stringr
dplyr
Seurat
SeuratObject
VAM
utils

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