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JohnsonKinaseData

Kinase PWMs based on data published by Johnson et al. 2023 and Yaron-Barir et al. 2024

Bioconductor version: 3.23 · Package version: 1.8.0

The packages provides position specific weight matrices (PWMs) for 303 human serine/threonine and 93 tyrosine kinases originally published in Johnson et al. 2023 (doi:10.1038/s41586-022-05575-3) and Yaron-Barir et al. 2024 (doi:10.1038/s41586-024-07407-y). The package includes basic functionality to score user provided phosphosites. It also includes pre-computed PWM scores ("background scores") for a large collection of curated human phosphosites which can be used to rank PWM scores relative to the background scores ("percentile rank").

Installation

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

BiocManager::install("JohnsonKinaseData")

Details

MaintainerFlorian Geier <florian.geier@unibas.ch>
AuthorFlorian Geier [aut, cre] (ORCID: <https://orcid.org/0000-0002-9076-9264>)
LicenseMIT + file LICENSE
URLhttps://github.com/fgeier/JohnsonKinaseData/
Bug Reportshttps://support.bioconductor.org/t/JohnsonKinaseData
Downloads rank87
Source branchRELEASE_3_23
biocViewsExperimentData, ExperimentHub, Homo_sapiens_Data, Proteome

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Dependencies

Depends: R (>= 4.1.0)

Imports: ExperimentHub, BiocParallel, checkmate, dplyr, stats, stringr, tidyr, purrr, utils

Suggests: knitr, BiocStyle, ExperimentHubData, testthat (>= 3.0.0), rmarkdown