Peakhood

Peakhood assigns context to CLIP-seq (Crosslinking Immunoprecipitation Sequencing) peaks by determining whether each RNA-binding protein (RBP) binding site maps to a transcript or a genomic region.


Key Features:

  • Contextual Assignment: Processes CLIP-seq peak regions produced by conventional peak callers and assigns each peak to a transcript or genomic context by integrating CLIP-seq read data with genomic annotations.
  • Splice Variant Identification: For peaks assigned to transcripts, identifies the most likely splice variant associated with each RBP binding site.
  • Comprehensive Dataset Merging: Merges results from multiple datasets to produce a consolidated set of transcript-context binding sites across experiments.

Scientific Applications:

  • RBP interaction mapping: Refines localization of RNA-binding protein (RBP) binding sites to support studies of RBP–RNA interactions.
  • Post-transcriptional regulation analysis: Provides context-specific binding information to inform interpretation of post-transcriptional regulatory mechanisms.
  • Alternative splicing studies: Enables identification of splice variants bound by RBPs to support analyses of alternative splicing and its regulatory implications.

Methodology:

Uses peak regions from existing peak callers and integrates CLIP-seq read data with genomic annotations to assign each peak to transcript or genomic context, and performs additional analysis on transcript-assigned peaks to identify the most likely splice variant.

Topics

Details

License:
MIT
Cost:
Free of charge
Tool Type:
command-line tool
Operating Systems:
Mac, Linux, Windows
Programming Languages:
Python
Added:
4/9/2022
Last Updated:
4/9/2022

Operations

Publications

Uhl M, Rabsch D, Eggenhofer F, Backofen R. Peakhood: individual site context extraction for CLIP-seq peak regions. Bioinformatics. 2021;38(4):1139-1140. doi:10.1093/bioinformatics/btab755. PMID:34734974. PMCID:PMC8796379.

PMID: 34734974
PMCID: PMC8796379
Funding: - Deutsche Forschungsgemeinschaft: BA 2168/11-1 SPP 1738,, BA2168/11-2 SPP 1738 - Bundesministerium für Bildung und Forschung: RNAProNet-031L0164B - CIBSS—EXC-2189-Project: 390939984