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# IR-H3K4me3-signal

Toolkit for the calculation of nucleosomal occupancy on long non-coding RNA genes.

**#Dependencies**
The toolkit employs the following software dependencies

# - download and Install bedtools 
# - download and install LiftOver.
# - download bedGraphToBigWig and bedItemOverlapCount from http://hgdownload.soe.ucsc.edu/admin/exe/linux.x86_64.v385/
# - download chromInfo from http://hgdownload.cse.ucsc.edu	/goldenpath/hg38/database/
# - download bwtool 

**# Prerequisite** 

# - Download reference genome data from Gencode
# - Get the gtf file of evidence-based annotation of the human genome (GRCh38), version 34 (Ensembl 100) - long non-coding RNAs
# - Get all exons from UCSC Table Browser UCSC refSeq table: hg38_refSeq_exons.bed
# - Get all introns+80 bp in each end from UCSC Table Browser UCSC refSeq table: hg38_refSeq_introns+80bp.bed
# Notice that first it had to be converted with UCSC liftOver from hg18->hg19 and hg19->hg38
# The input to LiftOver Utility is obatined from 
# - http://hgdownload.cse.ucsc.edu/goldenPath/hg18/liftOver/hg18ToHg19.over.chain.gz 
# - and http://hgdownload.cse.ucsc.edu/goldenPath/hg19/liftOver/hg19ToHg38.over.chain.gz
# - Human total nucleosome library is obtained from NCBI Short Read Archive (SRA) accession number SRP000105.
# - Histone modified nucleosome libraries are obatined from https://dir.nhlbi.nih.gov/papers/lmi/epigenomes/hgtcell.aspx


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High frequency of intron retention and clustered H3K4me3-marked nucleosomes in short first introns of human long non-coding RNAs

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