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Multiplets after scrublet?

Open rhlgyb opened this issue 1 year ago • 0 comments

Dear managers of scrublet,

Thank you for your time. I will try to be concise.

The gist is, I am curious, with my limited knowledge, what other intepretations or hypotheses I could make other than these cells being multiplets...I'm sure I used scrublet correctly.

I have used

  • cellbender : to rid low quality cells filled with ambient RNA.
  • (afterwards) : cellbender filtered h5 file -> Seurat count matrix -> subsetted seurat object with scrublet barcodes
  • numerous combinations of normalization and batch correction methods
  • tried removing some blacklist genes before processing the data

However, I still end up with a number of cells from a specific sample that expresses the marker genes of fibroblasts, immune cells, epithelial and endothelial cells; pretty much all of the major cell types. (cells were used for this analysis : percent.mt < 10~20, etc, 500 < nFeatures < 6000, 1000 < UMI)

Thank you so much for your help,

R.

image

  • (above) colors represent respective samples

image image image

rhlgyb avatar Jun 22 '23 16:06 rhlgyb