TSSr
TSSr identifies and characterizes transcription start sites (TSSs) and infers core promoters from TSS sequencing data for genome-wide analysis of transcription initiation.
Key Features:
- Accurate Mapping of Transcription Start Sites (TSSs): Incorporates newly developed algorithms to identify TSSs from mapped sequencing reads with enhanced precision.
- Core Promoter Inference: Infers and characterizes core promoter regions to delineate promoter structures and transcription initiation activities.
- Genome-wide Processing: Processes and analyzes TSS sequencing data on a genome-wide scale.
- Data Export for Genome Browsers: Exports multiple types of TSS data compatible with genome browsers.
- Visualization and Figure Generation: Generates publication-ready graphs for inspection and visualization of promoter activities and TSS distributions.
Scientific Applications:
- Transcription initiation mapping: Mapping and quantification of TSSs to study transcription initiation patterns and regulated transcription.
- Core promoter studies: Characterization of core promoter structures and their roles in transcription regulation.
- Gene regulation and disease research: Investigating how TSS selection and promoter architecture contribute to gene regulation, cellular processes, and disease mechanisms.
Methodology:
Applies newly developed bioinformatics algorithms to map and identify TSSs from mapped sequencing reads of high-throughput TSS sequencing data, infer and characterize core promoters, perform genome-wide processing and analysis, export data compatible with genome browsers, and generate publication-ready visualizations.
Topics
Details
- License:
- MIT
- Cost:
- Free of charge
- Tool Type:
- library
- Operating Systems:
- Mac, Linux, Windows
- Programming Languages:
- R
- Added:
- 3/9/2022
- Last Updated:
- 3/9/2022
Operations
Publications
Lu Z, Berry K, Hu Z, Zhan Y, Ahn T, Lin Z. TSSr: an R package for comprehensive analyses of TSS sequencing data. NAR Genomics and Bioinformatics. 2021;3(4). doi:10.1093/nargab/lqab108. PMID:34805991. PMCID:PMC8598296.