Package: IDMIR 0.1.0

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.

Authors:Junwei Han [aut, cre, cph], Xilong Zhao [aut], Jiashuo Wu [aut]

IDMIR_0.1.0.tar.gz
IDMIR_0.1.0.zip(r-4.5)IDMIR_0.1.0.zip(r-4.4)IDMIR_0.1.0.zip(r-4.3)
IDMIR_0.1.0.tgz(r-4.5-any)IDMIR_0.1.0.tgz(r-4.4-any)IDMIR_0.1.0.tgz(r-4.3-any)
IDMIR_0.1.0.tar.gz(r-4.5-noble)IDMIR_0.1.0.tar.gz(r-4.4-noble)
IDMIR_0.1.0.tgz(r-4.4-emscripten)IDMIR_0.1.0.tgz(r-4.3-emscripten)
IDMIR.pdf |IDMIR.html
IDMIR/json (API)

# Install 'IDMIR' in R:
install.packages('IDMIR', repos = c('https://hanjunwei-lab.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • MirnaData - An environment variable that includes some example data

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.00 score 2 scripts 200 downloads 9 exports 100 dependencies

Last updated 1 years agofrom:8fdfe81288. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 02 2025
R-4.5-winOKFeb 02 2025
R-4.5-macOKFeb 02 2025
R-4.5-linuxOKFeb 02 2025
R-4.4-winOKFeb 02 2025
R-4.4-macOKFeb 02 2025
R-4.3-winOKFeb 02 2025
R-4.3-macOKFeb 02 2025

Exports:GetData_MirnaGetGDEscoreIdentifyMiRNAMutiMiRNA_CRModelPlotForestPlotHeatmapPlotScatterPlotSurvivalSingleMiRNA_CRModel

Dependencies:abindbackportsbootbroomcarcarDatacheckmateclicolorspacecommonmarkcorrplotcowplotcpp11curldata.tableDerivdoBydplyreggevaluateexactRankTestsfansifarverfastmatchforestplotFormulagenericsggplot2ggpubrggrepelggsciggsignifggtextgluegridExtragridtextgtablehighrigraphisobandjpegkm.ciKMsurvknitrlabelinglatticelifecyclelme4magrittrmarkdownMASSMatrixMatrixModelsmaxstatmgcvmicrobenchmarkminqamodelrmunsellmvtnormnlmenloptrnnetnumDerivpbkrtestpheatmappillarpkgconfigpngpolynompurrrquantregR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrlangrstatixscalesSparseMstringistringrsurvivalsurvminersurvMisctibbletidyrtidyselectutf8vctrsviridisLitewithrxfunxml2xtableyamlzoo

IDMIR User Guide

Rendered fromIDMIR.Rmdusingknitr::rmarkdownon Feb 02 2025.

Last update: 2023-11-09
Started: 2023-11-09

Readme and manuals

Help Manual

Help pageTopics
GetData_MirnaGetData_Mirna
GetGDEscoreGetGDEscore
IdentifyMiRNAIdentifyMiRNA
An environment variable that includes some example dataMirnaData
MutiMiRNA_CRModelMutiMiRNA_CRModel
PlotForestPlotForest
PlotHeatmapPlotHeatmap
PlotScatterPlotScatter
PlotSurvivalPlotSurvival
SingleMiRNA_CRModelSingleMiRNA_CRModel