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It's confounded. SCtransform is not doing anything in such situations and hatmony operates on a per-cell embeddings level and not per gene …
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I'm wondering if this could work:
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What method are you using to identify markers and does it allow for nested designs?
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I will look into this. Thank you!
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example vcf:
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