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How to identify confunders covariates in metagenomic analysis

Dear all, I'm working with metagenomic data (OTUs). I've alreade have the zero inflated matrix and an aditional matrix with more than 80 covariates. By using MaAsLin (https://github.com/biobakery/Maaslin2) I would like to identify the significant metagenomic species associated with clinical covarietes. But before that, I would like to adjust accounting for potentially confounding covariates, but unfortunately, I don't know how to identify those confunding variables. Can any one help me with this, please?

Thank you!

metagenomic confunding multivariate maaslin

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