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A mutation analysis tool that discovers cancer driver genes with frequent mutations in protein signalling sites such as post-translational modifications (phosphorylation, ubiquitination, etc). The Poisson generalised linear regression model identifies genes where cancer mutations in signalling sites are more frequent than expected from the sequence of the entire gene. Integration of mutations with signalling information helps find new driver genes and propose candidate mechanisms to known drivers. Reference: Systematic analysis of somatic mutations in phosphorylation signaling predicts novel cancer drivers. Juri Reimand and Gary D Bader. Molecular Systems Biology (2013) 9:637 <doi:10.1038/msb.2012.68>.
| Version: | 1.0.0 |
| Depends: | R (≥ 3.0) |
| Imports: | stats, parallel, MASS |
| Published: | 2017-08-23 |
| DOI: | 10.32614/CRAN.package.ActiveDriver |
| Author: | Juri Reimand [aut, cre] |
| Maintainer: | Juri Reimand <juri.reimand at utoronto.ca> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | ActiveDriver results |
| Reference manual: | ActiveDriver.pdf |
| Package source: | ActiveDriver_1.0.0.tar.gz |
| Windows binaries: | r-devel: ActiveDriver_1.0.0.zip, r-release: ActiveDriver_1.0.0.zip, r-oldrel: ActiveDriver_1.0.0.zip |
| macOS binaries: | r-release (arm64): ActiveDriver_1.0.0.tgz, r-oldrel (arm64): ActiveDriver_1.0.0.tgz, r-release (x86_64): ActiveDriver_1.0.0.tgz, r-oldrel (x86_64): ActiveDriver_1.0.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.