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Fishers test for cog analysis

Can anybody explain to me why do we perform fishers test on results of COG annotation. I have performed the functional annotation of proteins for a bacteria, by using Eggnog (COG Analysis). Is it mandatory to perform p test or fishers test on the results for cog analysis?

p value fishers test cog

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