Question: how to merge different peak sparse matrices
gravatar for anlau62
19 months ago by
anlau620 wrote:

I used 10X cellranger atac software to analysis scATAC-seq data,
but the software could only analysis one sample per time,
and produced separate filtered peak matrices for different tissues.

I want to do cell cluster upon all cells and and color different tissues.
So I should first to concat multiple sparse matrices, and I found some problems like the picture showing,
although the peak ids were different, but I thought they were the same peak.
If I concat the two matrices roughly, it could cause something wrong.
So maybe I should process something firstly, for example merging the two peaks to one peak id.

But I did not find useful information about how to merge scATAC sparse matrices,
how to judge which peaks should to be merged?
which peaks should to be filtered?

Are there some papers or softwares to do it?

Hope someone help me to shoot this problem. enter image description here

scatac • 586 views
ADD COMMENTlink modified 17 months ago by aditi.qamra260 • written 19 months ago by anlau620
gravatar for aditi.qamra
17 months ago by
aditi.qamra260 wrote:

hey - you can't directly merge these matrices since the peaks are not exactly the same. 1) make a consensus peakset from the peak files called by 10x 2) get readcounts in the consensus peakset from all cells of all your samples -- that would be your final matrix of interest

ADD COMMENTlink written 17 months ago by aditi.qamra260

hi, thanks very much. can you suggest me some reference materials?

ADD REPLYlink written 17 months ago by anlau620
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