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IDMIR (version 0.1.1)

Identification of Dysregulated MiRNAs Based on MiRNA-MiRNA Interaction Network

Description

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.

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Version

Install

install.packages('IDMIR')

Monthly Downloads

165

Version

0.1.1

License

GPL (>= 2)

Maintainer

Junwei Han

Last Published

November 18th, 2025

Functions in IDMIR (0.1.1)

GetGDEscore

GetGDEscore
SingleMiRNA_CRModel

SingleMiRNA_CRModel
IdentifyMiRNA

IdentifyMiRNA
PlotSurvival

PlotSurvival
PlotScatter

PlotScatter
MutiMiRNA_CRModel

MutiMiRNA_CRModel
GetData_Mirna

GetData_Mirna
PlotForest

PlotForest
MirnaData

An environment variable that includes some example data
PlotHeatmap

PlotHeatmap