SURF
SURF performs integrative analysis of RNA-seq and CLIP-seq data to identify and characterize alternative splicing (AS), alternative transcription initiation (ATI), and alternative polyadenylation (APA) events regulated by RNA-binding proteins (RBPs) and to associate these events with local protein–RNA interactions.
Key Features:
- Integrative analysis: Combines RNA-seq and CLIP-seq datasets to link transcriptome profiles with protein–RNA binding information.
- Regulatory event identification: Identifies and characterizes alternative splicing (AS), alternative transcription initiation (ATI), and alternative polyadenylation (APA) events regulated by individual RBPs.
- Local interaction association: Associates regulatory transcriptional events with local protein–RNA interactions derived from CLIP-seq data.
- Differential event detection: Detects differential alternative transcriptional regulation events across conditions or samples.
- Comprehensive analysis pipeline: Provides a pipeline for large-scale analysis of high-throughput RNA-seq and CLIP-seq collections.
Scientific Applications:
- RBP regulatory role mapping: Elucidates how individual RBPs influence AS, ATI, and APA across the transcriptome.
- Event–binding association: Links differential transcriptional regulation events to RBP binding sites to infer mechanistic relationships.
- ENCODE RBP compendium analysis: Applied to the ENCODE RBP compendium to associate differential transcriptional regulation events with specific protein–RNA interactions.
Methodology:
Integrates CLIP-seq and RNA-seq data within a comprehensive analysis pipeline to detect differential alternative transcriptional regulation events and associate them with local protein–RNA interactions.
Topics
Details
- License:
- GPL-3.0
- Programming Languages:
- R, Perl, Python
- Added:
- 1/18/2021
- Last Updated:
- 2/24/2021
Operations
Publications
Chen F, Keleş S. SURF: integrative analysis of a compendium of RNA-seq and CLIP-seq datasets highlights complex governing of alternative transcriptional regulation by RNA-binding proteins. Unknown Journal. 2020. doi:10.1101/2020.05.08.085316.