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Package: synergyfinder
Type: Package
Title: Calculate and Visualize Synergy Scores for Drug Combinations
Version: 3.7.4
Date: 2023-04-13
Authors@R:
c(person(given = "Shuyu",
family = "Zheng",
role = c("aut", "cre"),
email = "shuyu.zheng@helsinki.fi"
),
person(given = "Jing",
family = "Tang",
role = c("aut"),
email = "jing.tang@helsinki.fi"
)
)
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)
Description: 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
(https://synergyfinder.org/) for users who prefer graphical user
interface.
License: Mozilla Public License 2.0
Encoding: UTF-8
URL: https://synergyfinder.org/
RoxygenNote: 7.2.3
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
biocViews: Software, StatisticalMethod