IDMIR: Identification of Dysregulated MiRNAs Based on MiRNA-MiRNA
Interaction Network
A systematic biology tool was developed to identify dysregulated miRNAs via a miRNA-miRNA interaction network. 'IDMIR' first constructed a weighted miRNA interaction network through integrating miRNA-target interaction information, molecular function data from Gene Ontology (GO) database and gene transcriptomic data in specific-disease context, and then, it used a network propagation algorithm on the network to identify significantly dysregulated miRNAs.
Version: |
0.1.0 |
Depends: |
R (≥ 2.10) |
Imports: |
egg, fastmatch, forestplot, ggplot2, grDevices, grid, igraph, pheatmap, survival, survminer |
Suggests: |
knitr, rmarkdown |
Published: |
2023-11-09 |
DOI: |
10.32614/CRAN.package.IDMIR |
Author: |
Junwei Han [aut, cre, cph],
Xilong Zhao [aut],
Jiashuo Wu [aut] |
Maintainer: |
Junwei Han <hanjunwei1981 at 163.com> |
License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
NeedsCompilation: |
no |
CRAN checks: |
IDMIR results |
Documentation:
Downloads:
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