BIGL: Biochemically Intuitive Generalized Loewe Model (original) (raw)
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>.
| Version: | 1.9.3 |
|---|---|
| Depends: | R (≥ 3.5) |
| Imports: | ggplot2, MASS, methods, minpack.lm, numDeriv, parallel, progress, plotly, robustbase, scales, nleqslv, data.table, lifecycle, htmlwidgets, magrittr |
| Suggests: | knitr, rmarkdown, testthat, shiny, DT |
| Published: | 2024-08-01 |
| DOI: | 10.32614/CRAN.package.BIGL |
| Author: | Heather Turner [aut], Annelies Tourny [aut], Olivier Thas [aut], Maxim Nazarov [aut], Rytis Bagdziunas [aut], Stijn Hawinkel [aut], Javier Franco Pérez [aut], Kathy Mutambanengwe [aut, cre] |
| Maintainer: | Kathy Mutambanengwe <kathy.mutambanengwe at openanalytics.eu> |
| BugReports: | https://github.com/openanalytics/BIGL/issues |
| License: | GPL-3 |
| URL: | https://github.com/openanalytics/BIGL |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | BIGL results |
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