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A pipeline to gather snoRNA and RBP interactions to perform a sno-RBP interaction network analysis.

Dependencies:

  • snakemake
  • bedtools=2.29.0
  • pandas

Author: Kristina Sungeun Song kristina.song@usherbrooke.ca

Inputs:

  • RBP data downloaded from ENCODE
    • Target category: select 'RNA binding protein'
  • snoGloBe predictions against all protein coding biotypes
  • snoDB: all snoRNAs that have protein coding host genes
  • HTRRI
  • list of snoRNAs (Ensembl_id, name, type)
  • list of RBPs (protein_id, name, type)

Types of snoRNA-RBP Interactions:

  • Overlap of target sites:
    • snoRNA-snoRNA
    • RBP-RBP
    • snoRNA-RBP
  • Direct binding interactions:
    • snoRNA binds to RBP mRNA transcript
    • RBP binds to snoRNA transcript
  • Interactions from external database:
    • STRING RBP-RBP binding interactions
    • High-throughput RNA-RNA interactions: PARIS, SPLASH, LIGR-seq
    • snoRNA embedded in host genes that encode for RBP

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A pipeline to gather snoRNA and RBP interactions to perform a snoRNA-RBP interaction network analysis.

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  • Python 87.6%
  • Shell 12.4%