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TSSr

TSS sequencing data analysis

Bioconductor version: 3.24 · Package version: 0.99.21

TSSr package provides a comprehensive workflow on TSS data starts from identification of accurate TSS locations, clustering TSSs within small genomic regions corresponding to core promoters, and transcriptional activity quantifications, as well as specialized downstream analyses including core promoter shape, cluster annotation, gene differential expression, core promoter shift. TSSr can take multiple formats of files as input, such as Binary Sequence Alignment Map (BAM) files (single-ended or paired-ended), Browser Extension Data (bed) files, BigWig files, ctss files or tss tables. TSSr also generates various types of TSS or core promoter track files which can be visualized in the UCSC Genome Browser or Integrative Genomics Viewer (IGV). TSSr also exports downstream analyses result tables and plots. Multiple cores are supported on Linux or Mac platforms.

Installation

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

BiocManager::install("TSSr")

Details

MaintainerZhenguo Lin <zhenguo.lin@slu.edu>
AuthorZhaolian Lu [aut, com] (ORCID: <https://orcid.org/0000-0001-5002-7007>), Keenan Berry [aut, com], Zhenbin Hu [aut, ctb], Yu Zhan [aut, ctb], Tae-Hyuk (Ted) Ahn [aut, cph], Zhenguo Lin [aut, cre, cph] (ORCID: <https://orcid.org/0000-0002-8400-9138>), National Science Foundation [fnd] (NSF 1951332)
LicenseMIT + file LICENSE
URLhttps://github.com/Linlab-slu/TSSr
Bug Reportshttps://github.com/Linlab-slu/TSSr/issues
Source branchdevel
biocViewsAlignment, Annotation, Clustering, Coverage, DataImport, DataRepresentation, DifferentialExpression, GeneExpression, GeneRegulation, GenomeBrowsers, Normalization, PeakDetection, Preprocessing, Sequencing, Software, Transcription, Transcriptomics, Visualization

Documentation

Download

Follow the installation instructions to use this package in your R session.

Source packageTSSr_0.99.21.tar.gz
macOS binary (arm64)TSSr_0.99.21.tgz
macOS binary (x86_64)TSSr_0.99.21.tgz
Dependencies

Depends: R (>= 4.5.0)

Imports: BiocGenerics (>= 0.36.1), GenomeInfoDb (>= 1.26.7), GenomicFeatures (>= 1.42.3), GenomicRanges (>= 1.42.0), IRanges (>= 2.24.1), Rsamtools (>= 2.6.0), cigarillo (>= 0.99.2), data.table (>= 1.14.0), dplyr (>= 1.0.7), ggplot2 (>= 3.3.5), grDevices (>= 4.0.3), graphics (>= 4.0.3), methods (>= 4.0.3), parallel (>= 4.0.3), rtracklayer (>= 1.50.0), stats (>= 4.0.3), stringr (>= 1.4.0), txdbmaker (>= 1.0.0), utils (>= 4.0.3)

Suggests: BSgenome.Scerevisiae.UCSC.sacCer3, DESeq2 (>= 1.30.1), Gviz (>= 1.34.1), calibrate (>= 1.7.7), ggfortify (>= 0.4.12), knitr, pkgdown, rmarkdown, testthat (>= 3.0.0), withr