CRAN/E | BIGL

BIGL

Biochemically Intuitive Generalized Loewe Model

Installation

About

Response surface methods for drug synergy analysis. Available methods include generalized and classical Loewe formulations as well as Highest Single Agent methodology. Response surfaces can be plotted in an interactive 3-D plot and formal statistical tests for presence of synergistic effects are available. Implemented methods and tests are described in the article "BIGL: Biochemically Intuitive Generalized Loewe null model for prediction of the expected combined effect compatible with partial agonism and antagonism" by Koen Van der Borght, Annelies Tourny, Rytis Bagdziunas, Olivier Thas, Maxim Nazarov, Heather Turner, Bie Verbist & Hugo Ceulemans (2017) doi:10.1038/s41598-017-18068-5.

github.com/openanalytics/BIGL
Bug report File report

Key Metrics

Version 1.9.0
R ≥ 3.5
Published 2023-12-21 128 days ago
Needs compilation? no
License GPL-3
CRAN checks BIGL results

Downloads

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Maintainer

Maintainer

Kathy Mutambanengwe

kathy.mutambanengwe@openanalytics.eu

Authors

Heather Turner
Annelies Tourny
Olivier Thas
Maxim Nazarov
Rytis Bagdziunas
Stijn Hawinkel
Javier Franco Pérez
Kathy Mutambanengwe

Material

NEWS
Reference manual
Package source

Vignettes

Synergy analysis
Methodology

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

BIGL archive

Depends

R ≥ 3.5

Imports

ggplot2
MASS
methods
minpack.lm
numDeriv
parallel
progress
plotly
robustbase
scales
nleqslv
data.table
lifecycle

Suggests

knitr
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