Perform PCA for sample clustering using DESeq2
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synat.keam • 0
@1d56a66c
Last seen 6 weeks ago
Australia

Dear All,

I am wondering whether I can use DESeq2 to perform PCA for sample/group clustering using DESeq2 package from 10X single cell data. If possible, could you guide me to the tutorial to perform it. I have single data from 10X genomic (9 samples split into 3 groups). I would like to do PCA whether these three groups are separated from one another. Hope you could help!

Kind Regards,

Synat

DESeq2 • 199 views
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ATpoint ★ 4.0k
@atpoint-13662
Last seen 1 day ago
Germany

DESeq2 PCA is basically just the stats function prcomp() with some extras. Yes, you could use that, or better, follow the best practices for single-cell analysis from Bioconductor:

https://bioconductor.org/books/release/OSCA/

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