STADyUM
Statistical Transcriptome Analysis under a Dynamic Unified Model
Bioconductor version: 3.24 · Package version: 1.3.2
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
| Maintainer | Rebecca Hassett <hassett@cshl.edu> |
| Author | Yixin 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>), Xin Zeng [aut, aut] |
| License | MIT + file LICENSE |
| URL | https://github.com/rhassett-cshl/STADyUM |
| Bug Reports | https://github.com/rhassett-cshl/STADyUM |
| Downloads rank | 269 |
| Source branch | devel |
| biocViews | Preprocessing, Sequencing, Software, StatisticalMethod, Transcription, Transcriptomics |
Documentation
- Comparative Analysis of Promoter-Proximal Pausing using Likelihood Ratio Tests
- Estimating Transcription Rates with STADyUM from PRO-seq Data
- STADyUM: Simulating and Analyzing Transcription Dynamics
Download
Follow the installation instructions to use this package in your R session.
| Source package | STADyUM_1.3.2.tar.gz |
| macOS binary (arm64) | STADyUM_1.3.2.tgz |
| macOS binary (x86_64) | STADyUM_1.3.2.tgz |
Dependencies
Depends: R (>= 4.5.0)
Imports: GenomicRanges, IRanges, S4Vectors, methods, tibble, dplyr, ggplot2, progress, GenomeInfoDb, Rcpp, data.table, purrr, rtracklayer, tidyr, rlang, MASS, plyranges, pracma, ggpointdensity, BiocFileCache
LinkingTo: Rcpp
Suggests: testthat (>= 3.0.0), knitr, rmarkdown, devtools, ggpubr, cowplot