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wppi

Weighting protein-protein interactions

Bioconductor version: 3.23 · Package version: 1.20.0

Protein-protein interaction data is essential for omics data analysis and modeling. Database knowledge is general, not specific for cell type, physiological condition or any other context determining which connections are functional and contribute to the signaling. Functional annotations such as Gene Ontology and Human Phenotype Ontology might help to evaluate the relevance of interactions. This package predicts functional relevance of protein-protein interactions based on functional annotations such as Human Protein Ontology and Gene Ontology, and prioritizes genes based on network topology, functional scores and a path search algorithm.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("wppi")

Details

MaintainerAna Galhoz <ana.galhoz@helmholtz-muenchen.de>
AuthorAna Galhoz [cre, aut] (ORCID: <https://orcid.org/0000-0001-7402-5292>), Denes Turei [aut] (ORCID: <https://orcid.org/0000-0002-7249-9379>), Michael P. Menden [aut] (ORCID: <https://orcid.org/0000-0003-0267-5792>), Albert Krewinkel [ctb, cph] (pagebreak Lua filter)
LicenseMIT + file LICENSE
URLhttps://github.com/AnaGalhoz37/wppi
Bug Reportshttps://github.com/AnaGalhoz37/wppi/issues
Downloads rank164
Source branchRELEASE_3_23
biocViewsAnnotation, GeneSignaling, GeneTarget, GraphAndNetwork, Network, Pathways, Software, SystemsBiology, Transcriptomics

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Dependencies

Depends: R (>= 4.1)

Imports: dplyr, igraph, logger, methods, magrittr, Matrix, OmnipathR (>= 2.99.8), progress, purrr, rlang, RCurl, stats, tibble, tidyr

Suggests: knitr, testthat, rmarkdown