Single Cell Transcriptomics-Level Cytokine Activity Prediction and Estimation

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) .


Reference manual

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install.packages("scaper")

0.2.0 by Azka Javaid, 2 years ago


Browse source code at https://github.com/cran/scaper


Authors: H. Robert Frost [aut] , Azka Javaid [aut, cre]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports magrittr, xml2, stringr, dplyr, Seurat, SeuratObject, VAM, utils

Suggests knitr, pheatmap, rmarkdown, usethis


See at CRAN