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SCORPION (version 1.3.1)

Single Cell Oriented Reconstruction of PANDA Individual Optimized Networks

Description

Constructs cell-type–specific gene regulatory networks from single-cell RNA-sequencing data. The method implements the SCORPION algorithm, which first aggregates individual cells into supercells and then applies PANDA (Passing Attributes between Networks for Data Assimilation) to infer transcription factor–target regulatory relationships. It also provides statistical methods for differential edge analysis.

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Install

install.packages('SCORPION')

Monthly Downloads

231

Version

1.3.1

License

GPL-3

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Maintainer

Daniel Osorio

Last Published

February 12th, 2026

Functions in SCORPION (1.3.1)

scorpionTest

Example single-cell gene expression, motif, and ppi data
regressEdges

Regression analysis of edges across ordered conditions
testEdges

Test edges from SCORPION networks
scorpion

Build gene regulatory networks from single-cell RNA-seq data using PANDA
runSCORPION

Run SCORPION across cell groups and return combined networks