networkEfficiency: Conduct simulated network crosstalk inhibition and prune...

View source: R/crosstalkInhibition.R

networkEfficiencyR Documentation

Conduct simulated network crosstalk inhibition and prune network.

Description

Given a network, calculate the network efficiency. Iterate over network edges and conduct simulated network crosstalk inhibition, pruning the network of edges that do not contribute to network efficiency.

Usage

networkEfficiency(network)

Arguments

network

An igraph object in which the nodes represent enriched pathways and the edges represent significant pathway crosstalks. The output of crosstalkNetwork().

Value

Returns a named list.

  • full_network - An igraph object representing the full network of top-performing pathway pairs.

  • full_network_results - A dataframe describing the full network.

  • pruned_network - An igraph object representing the pruned network of top-performing pathway pairs.

  • pruned_network_results - A dataframe describing the pruned network.


hemoshear/pathwayTalk documentation built on July 16, 2022, 12:09 a.m.