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STADyUM

Statistical Transcriptome Analysis under a Dynamic Unified Model

Bioconductor version: 3.23 · Package version: 1.2.0

STADyUM is a package with functionality for analyzing nascent RNA read counts to infer transcription rates. This includes utilities for processing experimental nascent RNA read counts as well as for simulating PRO-seq data. Rates such as initiation, pause release and landing pad occupancy are estimated from either synthetic or experimental data. There are also options for varying pause sites and including steric hindrance of initiation in the model.

Installation

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

BiocManager::install("STADyUM")

Details

MaintainerRebecca Hassett <hassett@cshl.edu>
AuthorYixin Zhao [aut] (ORCID: <https://orcid.org/0000-0002-7856-2818>), Lingjie Liu [aut] (ORCID: <https://orcid.org/0000-0002-5765-1213>), Rebecca Hassett [aut, cre] (ORCID: <https://orcid.org/0000-0001-5133-9387>)
LicenseMIT + file LICENSE
URLhttps://github.com/rhassett-cshl/STADyUM
Bug Reportshttps://github.com/rhassett-cshl/STADyUM
Downloads rank128
Source branchRELEASE_3_23
biocViewsSequencing, Software, StatisticalMethod, Transcription, Transcriptomics

Documentation

Download

Dependencies

Depends: R (>= 4.5.0)

Imports: GenomicRanges, IRanges, S4Vectors, methods, tibble, dplyr, ggplot2, progress, GenomeInfoDb, Rcpp, data.table, purrr, rtracklayer, tidyr, rlang, MASS

LinkingTo: Rcpp

Suggests: testthat (>= 3.0.0), knitr, rmarkdown, devtools