wTO: Computing Weighted Topological Overlaps (wTO) & Consensus wTO
Network
Computes the Weighted Topological Overlap with positive and negative signs (wTO) networks given a data frame containing the mRNA count/ expression/ abundance per sample, and a vector containing the interested nodes of interaction (a subset of the elements of the full data frame). It also computes the cut-off threshold or p-value based on the individuals bootstrap or the values reshuffle per individual. It also allows the construction of a consensus network, based on multiple wTO networks. The package includes a visualization tool for the networks. More about the methodology can be found at <arXiv:1711.04702>.
| Version: |
1.6.3 |
| Imports: |
data.table, igraph, magrittr, plyr, parallel, som, visNetwork, reshape2, shiny |
| Suggests: |
knitr, rmarkdown |
| Published: |
2018-11-17 |
| Author: |
Deisy Morselli Gysi, Andre Voigt, Tiago Miranda Fragoso, Eivind Almaas and Katja Nowick. |
| Maintainer: |
Deisy Morselli Gysi <deisy at bioinf.uni-leipzig.de> |
| License: |
GPL-2 |
| NeedsCompilation: |
no |
| Citation: |
wTO citation info |
| CRAN checks: |
wTO results |
Documentation:
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