Welcome to the new bioconductor.org!

synergyfinder

Calculate and Visualize Synergy Scores for Drug Combinations


Bioconductor version: Release (3.18)

Efficient implementations for analyzing pre-clinical multiple drug combination datasets. It provides efficient implementations for 1.the popular synergy scoring models, including HSA, Loewe, Bliss, and ZIP to quantify the degree of drug combination synergy; 2. higher order drug combination data analysis and synergy landscape visualization for unlimited number of drugs in a combination; 3. statistical analysis of drug combination synergy and sensitivity with confidence intervals and p-values; 4. synergy barometer for harmonizing multiple synergy scoring methods to provide a consensus metric of synergy; 5. evaluation of synergy and sensitivity simultaneously to provide an unbiased interpretation of the clinical potential of the drug combinations. Based on this package, we also provide a web application (http://www.synergyfinder.org) for users who prefer graphical user interface.

Author: Shuyu Zheng [aut, cre], Jing Tang [aut]

Maintainer: Shuyu Zheng <shuyu.zheng at helsinki.fi>

Citation (from within R, enter citation("synergyfinder")):

Installation

To install this package, start R (version "4.3") and enter:


if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("synergyfinder")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("synergyfinder")
User tutorial of the SynergyFinder Plus HTML R Script
Reference Manual PDF
NEWS Text

Details

biocViews Software, StatisticalMethod
Version 3.10.3
In Bioconductor since BioC 3.4 (R-3.3) (7.5 years)
License Mozilla Public License 2.0
Depends R (>= 4.0.0)
Imports drc (>= 3.0-1), reshape2 (>= 1.4.4), tidyverse (>= 1.3.0), dplyr (>= 1.0.3), tidyr (>= 1.1.2), purrr (>= 0.3.4), furrr (>= 0.2.2), ggplot2 (>= 3.3.3), ggforce (>= 0.3.2), grid (>= 4.0.2), vegan (>= 2.5-7), gstat (>= 2.0-6), sp (>= 1.4-5), methods (>= 4.0.2), SpatialExtremes (>= 2.0-9), ggrepel (>= 0.9.1), kriging (>= 1.1), plotly (>= 4.9.3), stringr (>= 1.4.0), future (>= 1.21.0), mice (>= 3.13.0), lattice (>= 0.20-41), nleqslv (>= 3.3.2), stats (>= 4.0.2), graphics (>= 4.0.2), grDevices (>= 4.0.2), magrittr (>= 2.0.1), pbapply (>= 1.4-3), metR (>= 0.9.1)
System Requirements
URL http://www.synergyfinder.org
See More
Suggests knitr, rmarkdown
Linking To
Enhances
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report Build Report

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package synergyfinder_3.10.3.tar.gz
Windows Binary synergyfinder_3.10.3.zip
macOS Binary (x86_64) synergyfinder_3.10.3.tgz
macOS Binary (arm64) synergyfinder_3.10.3.tgz
Source Repository git clone https://git.bioconductor.org/packages/synergyfinder
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/synergyfinder
Bioc Package Browser https://code.bioconductor.org/browse/synergyfinder/
Package Short Url https://bioconductor.org/packages/synergyfinder/
Package Downloads Report Download Stats
Old Source Packages for BioC 3.18 Source Archive