synergyfinder

This is the development version of synergyfinder; for the stable release version, see synergyfinder.

Calculate and Visualize Synergy Scores for Drug Combinations


Bioconductor version: Development (3.21)

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 "4.5") and enter:


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

# The following initializes usage of Bioc devel
BiocManager::install(version='devel')

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 3.15.0
In Bioconductor since BioC 3.4 (R-3.3) (8 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
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Package Archives

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

Source Package synergyfinder_3.15.0.tar.gz
Windows Binary (x86_64) synergyfinder_3.15.0.zip (64-bit only)
macOS Binary (x86_64) synergyfinder_3.15.0.tgz
macOS Binary (arm64) synergyfinder_3.15.0.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