Closed YiweiNiu closed 2 years ago
Hi Yiwi,
I would recommend CPM for both RNA-seq and ATAC-seq. Reason being that you are just looking at reads per million which is fine for a localized area in my option. The more fancy ways of normalizing RNA-seq (e.g. by transcripts per million is more interesting for quantitative studies, but you could to TPM for RNA-seq too if you wanted to.
Hope this helps! Cheers Stefan
Stefan Kurtenbach, Ph.D. Research Assistant Professor Department of Ophthalmology, Bascom Palmer Eye Institute University of Miami Miller School of Medicine Sylvester Comprehensive Cancer Center Director, ISCI Pluripotent Stem Cell Laboratory
Biomedical Research Building Room 913 1501 NW 10th Avenue, Miami, FL 33136 305-243-3892 office, 786-252-4379 cell @.**@.>
On Sep 15, 2021, at 4:49 AM, Niu Yiwei @.**@.>> wrote:
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Hi,
Thanks for developing this useful tool.
I have two questions:
How to set normalizeUsing parameter when using bamCoveragehttps://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdeeptools.readthedocs.io%2Fen%2Fdevelop%2Fcontent%2Ftools%2FbamCoverage.html&data=04%7C01%7CStefan.Kurtenbach%40med.miami.edu%7C38dcab55dbd14d736a3c08d97825b976%7C2a144b72f23942d48c0e6f0f17c48e33%7C0%7C0%7C637672925707184149%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&sdata=4k0QKQDuw8qxZRS6XxUu%2F9RvJC8B3rTb6nO6nWjF5mI%3D&reserved=0 from deeptools, if I want to use SparK? Also, should I use the same normalizeUsing method for different types of data, e.g. RNA-seq, ATAC-seq?
For ATAC-seq data, should I use bamCoverage to generate the bedGraph files for SparK, e.g. using the parameter you mentioned bamCoverage -b bamfile.bam -o outputfilename.bdg -bs 1 -of bedgraph?
Bests, Yiwei
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Thank you for your prompt reply. Got it now.
Hi,
Thanks for developing this useful tool.
I have two questions:
How to set
normalizeUsing
parameter when usingbamCoverage
from deeptools, if I want to use SparK? Also, should I use the samenormalizeUsing
method for different types of data, e.g. RNA-seq, ATAC-seq?For ATAC-seq data, should I use
bamCoverage
to generate the bedGraph files for SparK, e.g. using the parameter you mentionedbamCoverage -b bamfile.bam -o outputfilename.bdg -bs 1 -of bedgraph
?Bests, Yiwei