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Remove background noise from DEG-list obtained from Tuxedo suite

I ran my data using tuxedo suite pipeline and obtained the DEG list. I would like to remove the background noise. Kindly suggest any methods or references.

rna-seq

What exactly do you mean by background noise, please elaborate.

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