nearBynding
nearBynding characterizes structural binding preferences of RNA-binding proteins by integrating RNA structure information with protein binding data across the transcriptome.
Key Features:
- Integration of RBP Binding and RNA Structure Data: Combines RNA-binding protein (RBP) interaction sites with RNA structural data to reveal RBP structural preferences across the transcriptome.
- Flexible Input Formats: Accepts aligned BAM files and peak-called BED/bedGraph formats for CLIP protein-binding data and accepts RNA structure input from CapR or user-supplied BED/bedGraph files.
- Visualization and Analysis of RNA Structures: Provides transcriptome-wide visualization and analysis of RNA structures at and proximal to RBP binding sites.
- Analysis Without Peak-Calling: Processes CLIP-seq data without requiring peak-calling, allowing analysis directly from aligned read data.
- Comparative Analysis Across Proteins: Performs mathematical comparisons of RNA structure binding profiles between different proteins and across multiple input formats.
- Customizable Research Framework: Supports analysis using diverse RNA structure data types to tailor comparisons and profiling to specific research questions.
Scientific Applications:
- Elucidation of Disease Mechanisms: Characterizes RBP structural binding preferences to aid interpretation of molecular mechanisms underlying diseases linked to dysregulated mRNA metabolism.
- Transcriptome-Wide Studies: Maps RBP interactions with RNA structural motifs across the transcriptome for comprehensive studies of RBP functionality.
- Comparative RBP Profiling: Identifies common or unique structural binding motifs across multiple RBPs through mathematical profile comparisons.
Methodology:
Integrates RBP interaction sites with RNA structural data; accepts aligned BAM and peak-called BED/bedGraph inputs for CLIP data; accepts RNA structure from CapR or BED/bedGraph; analyzes CLIP-seq without peak-calling; performs mathematical comparisons of binding profiles and generates transcriptome-wide structural visualizations.
Topics
Details
- License:
- Artistic-2.0
- Tool Type:
- library
- Programming Languages:
- R
- Added:
- 1/18/2021
- Last Updated:
- 3/8/2021
Operations
Publications
Busa VF, Favorov AV, Fertig EJ, Leung AKL. nearBynding: A flexible pipeline characterizing protein binding to local RNA structure. Unknown Journal. 2020. doi:10.1101/2020.10.24.352591.