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Differential co-expression across species

Hi

I am trying to compare modules os coexpression across species.

I can make a matrix of correlation based on lists of genes based on orthology tables. What I would really like to compare the profiles of the genes in the modules, even if is just "up" and "down".

Is there an easy way to add a second layer to a correlation matrix?

Thanks

rna-seq r gene

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