PrInCE
This is the released version of PrInCE; for the devel version, see PrInCE.
Predicting Interactomes from Co-Elution
Bioconductor version: Release (3.23)
PrInCE (Predicting Interactomes from Co-Elution) uses a naive Bayes classifier trained on dataset-derived features to recover protein-protein interactions from co-elution chromatogram profiles. This package contains the R implementation of PrInCE.
Author: Michael Skinnider [aut, trl, cre], R. Greg Stacey [ctb], Nichollas Scott [ctb], Anders Kristensen [ctb], Leonard Foster [aut, led]
Maintainer: Michael Skinnider <michael.skinnider at msl.ubc.ca>
citation("PrInCE")):
Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M (2015). "Orchestrating high-throughput genomic analysis with Bioconductor." Nature Methods, 12(2), 115–121. doi:10.1038/nmeth.3252.
Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JYH, Zhang J (2004). "Bioconductor: open software development for computational biology and bioinformatics." Genome Biology, 5(10), R80. doi:10.1186/gb-2004-5-10-r80.
Installation
To install this package, start R (version "4.6") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("PrInCE")
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("PrInCE")| Interactome reconstruction from co-elution data with PrInCE | HTML | R Script |
| Reference Manual | ||
| LICENSE | Text |
Details
| biocViews | NetworkInference, Proteomics, Software, SystemsBiology |
| Version | 1.28.0 |
| In Bioconductor since | BioC 3.9 (R-3.6) (7.5 years) |
| License | GPL-3 + file LICENSE |
| Depends | R (>= 3.6.0) |
| Imports | purrr (>= 0.2.4), dplyr (>= 0.7.4), tidyr (>= 0.8.99), forecast (>= 8.2), progress (>= 1.1.2), Hmisc (>= 4.0), naivebayes (>= 0.9.1), robustbase (>= 0.92-7), ranger (>= 0.8.0), LiblineaR (>= 2.10-8), speedglm (>= 0.3-2), tester (>= 0.1.7), magrittr (>= 1.5), Biobase(>= 2.40.0), MSnbase(>= 2.8.3), stats, utils, methods, Rdpack (>= 0.7) |
| System Requirements | |
| URL | |
| Bug Reports | https://github.com/fosterlab/PrInCE/issues |
See More
| Suggests | BiocStyle, knitr, rmarkdown |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | PrInCE_1.28.0.tar.gz |
| Windows Binary (x86_64) | PrInCE_1.28.0.zip |
| macOS Binary (big-sur-x86_64) | PrInCE_1.28.0.tgz |
| macOS Binary (sonoma-arm64) | PrInCE_1.28.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/PrInCE |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/PrInCE |
| Bioc Package Browser | https://code.bioconductor.org/browse/PrInCE/ |
| Package Short Url | https://bioconductor.org/packages/PrInCE/ |
| Package Downloads Report | Download Stats |