CRAN/E | DrugSim2DR

DrugSim2DR

Predict Drug Functional Similarity to Drug Repurposing

Installation

About

A systematic biology tool was developed to repurpose drugs via a drug-drug functional similarity network. 'DrugSim2DR' first predict drug-drug functional similarity in the context of specific disease, and then using the similarity constructed a weighted drug similarity network. Finally, it used a network propagation algorithm on the network to identify drugs with significant target abnormalities as candidate drugs.

Key Metrics

Version 0.1.1
R ≥ 3.6
Published 2023-08-10 249 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks DrugSim2DR results

Downloads

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Maintainer

Maintainer

Junwei Han

hanjunwei1981@163.com

Authors

Junwei Han

aut / cre / cph

Ji Li

aut

Jiashuo Wu

aut

Material

Reference manual
Package source

Vignettes

DrugSim2DR User Guide

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

DrugSim2DR archive

Depends

R ≥ 3.6

Imports

igraph
stats
pheatmap
ChemmineR
rvest
base
sp
tidyr
reshape2
fastmatch

Suggests

knitr
rmarkdown