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Oshlack / speckle

R package for specialised analysis of single cell data
GNU General Public License v3.0
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Tips after integration #4

Closed dahun73 closed 2 years ago

dahun73 commented 2 years ago

Hello,

I'm trying to use this nice tool! I have 4 samples which were integrated using Seurat(Control : rep1 and rep2, Case : rep1 and rep2).So I have one integrated Seurat object now. In this case, How do I compare with Control vs. Case? I could not find in tutorial except for short tips #13.

Thank you in advance!

bphipson commented 2 years ago

Have you performed clustering in order to identify cell types? There are three pieces of information that are required by speckle: sample (your 4 biological replicates), cell type/cluster (can be extracted from Idents(Seurat_obj0), group (Case vs Control). These three pieces of information should be in the metadata of your Seurat object and you can specify them directly in the propeller function. This will test for difference in cell type proportions between cases and controls for every cell type independently.

dahun73 commented 2 years ago

@bphipson

Thank you for tips! As you said, I annotated those metadata in Seurat object. It worked well.

Thanks :)