riboSeqR
riboSeqR analyzes ribosome profiling (ribo-seq) and matched mRNA-seq data to quantify translating ribosome positions and densities across the transcriptome.
Key Features:
- Multi-step alignment: Performs a multi-step alignment process for ribo-seq and mRNA-seq reads.
- GWIPS‑viz integration: Exports or visualizes aligned ribo-seq data as custom tracks compatible with GWIPS‑viz for comparison with published datasets.
- Quality assessment: Evaluates ribo-seq data quality and determines the strength of triplet periodicity signals.
- Meta-gene profiling: Generates meta-gene ribosome profiles to assess global translational dynamics across genes.
- Sequence impact analysis: Analyzes how mRNA sequence features influence local ribosome footprint read density.
Scientific Applications:
- Translational profiling: Maps precise locations and densities of translating ribosomes genome-wide to identify translationally active regions.
- Sequence–translation relationships: Investigates effects of mRNA sequence features on translation efficiency via local read density analyses.
- Comparative translational analysis: Compares ribosome occupancy profiles across experimental conditions or treatments.
Methodology:
Multi-step alignment of ribo-seq and mRNA-seq reads; assessment of triplet periodicity strength; generation of meta-gene ribosome profiles; analysis of correlations between mRNA sequence features and local read density; export/visualization as GWIPS‑viz custom tracks; use of published alignment workflows.
Topics
Collections
Details
- License:
- GPL-3.0
- Tool Type:
- command-line tool, library
- Operating Systems:
- Linux, Windows, Mac
- Programming Languages:
- R
- Added:
- 1/17/2017
- Last Updated:
- 11/25/2024
Operations
Data Inputs & Outputs
RNA-Seq analysis
Publications
Michel AM, Mullan JPA, Velayudhan V, O'Connor PBF, Donohue CA, Baranov PV. RiboGalaxy: A browser based platform for the alignment, analysis and visualization of ribosome profiling data. RNA Biology. 2016;13(3):316-319. doi:10.1080/15476286.2016.1141862. PMID:26821742. PMCID:PMC4829337.