DESeq2 for microbiome data: raw counts or percentages?
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anton.kratz ▴ 60
@antonkratz-8836
Last seen 8 months ago
Japan, Tokyo, The Systems Biology Insti…

Given an OTU table (rows are microbiota and columns are samples) and I want to compare treatment vs placebo sample groups using DESeq2. It is not clear to me what counts I should supply to DESeq2: raw counts or the percentages?

Note, this is not about gene expression, I understand I would use raw counts for gene expression. This question is specifically about microbiome data (I have 16S data as well as other tables from whole genome shotgun metagenomics).

microbiome DESeq2 • 793 views
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@mikelove
Last seen 5 hours ago
United States

Amy Willis's group just posted some methods on this topic (microbiome, statistical inference of differences, counts vs coverage). Maybe consult corncob documentation.

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Thank you Michael. I was hoping to use DESeq2 and compare the results (the hits) to those achieved with other methods (ALDEx2, ANCOM-II). A bit like they did in this highly cited paper (PMID: 3503952). But for DESeq2, I do not even understand what I would input instead of gene counts: total or proportions. corncob also looks exciting, I will look into it!

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