a strange pattern of repetitive summits

Problem with the output of Deeptools PlotProfile: a strange pattern of repetitive summits

0

Hi!

I am trying to plot DNA binding profiles of my ChIP-seq bw files using Deeptools plotProfile. I generated the matrix using the computeMatrix reference-point. I used some publicly available bed files as my regions of interest, but, some of them resulted in a strange pattern as you can see below.
blue is my protein of interest and red is background (IP)
enter image description here

I aligned my data to the mm10 reference genome with the default options of bowtie2. I generated and sorted the bam files with samtools and used Picard to remove duplicates. I then used the following commands from deeptools.

bamCoverage -b  sample1.bam --effectiveGenomeSize 2494787188 --normalizeUsing RPKM -p max --extendReads 150 -o sample1.bw

computeMatrix reference-point -S sample1.bw IP.bw -R regions.bed --referencePoint center -a 3000 -b 3000 -out sample1.tab.gz --skipZeros -p max --samplesLabel sample1 IP -bs 100

I used the peak files from the following links:

www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE116601

www-ncbi-nlm-nih-gov.proxy1.lib.uwo.ca/geo/query/acc.cgi?acc=GSE155890

Using the computeMatrix scale-regions did not solve the problem too. What is the reason for this problem and how can I solve it?

Thanks!


deeptools


plotprofile


ChIP-seq

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