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Genome browsing from MethylDackel bedGraphCpG file

Open emiliomastriani opened this issue 2 years ago • 1 comments

Hello, I used nfcore/methylseq pipeline to analyze my data and it worked well. My raw data have been obtained by affinity enrichment , binding the CpG with Human MBD2A (Not bisulfite process). I got the sorted.markDups_CpG.bedGraph file, that can be successfully imported into IGV. Now, I am in the need to identify:

  1. the methylated genes
  2. genomic regions (promoter, intronic, exotic, splicing site, TSS)
  3. directionality (hypo/hyper methylation)

Can MethylKit be used to import the sorted.markDups_CpG.bedGraph file to retrieve the information I need? Will MethylKit suite well to my data even if it comes from NOT bisulfite process? Thank you for you support. Emilio

emiliomastriani avatar May 13 '22 02:05 emiliomastriani

Hi @emiliomastriani,

I think methylKit could help with your analysis, please make sure to skim through our vignette to discover how to identify what you need. You may also ask methylKit related questions on the methylkit discussion forum

Concerning your questions:

Can MethylKit be used to import the sorted.markDups_CpG.bedGraph file to retrieve the information I need?

You should be able to directly read the bedgraph files generated with methylDackel since they are similar to the coverage files generated by Bismark described here.
To import your data please follow the manual and adjust the settings of the methRead function to make sure the pipeline receives bismarkCoverage and ignores the file header.

Will MethylKit suite well to my data even if it comes from NOT bisulfite process?

I guess there has to be a bisulfite conversion step included in the preparation of your data, otherwise, you would not be able to get meaningful results using your aforementioned analysis pipeline. However, methylKit's methods are not specifically biased towards any genome-wide (WGBS), targeted (RRBS) or affinity enriched (MBDCap, ) method to acquire your bisulfite sequencing data.

Best Alex

alexg9010 avatar May 13 '22 09:05 alexg9010