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The number of controls in RNA-seq

Hello

I have RNAseq of miRNAs so the number of tested miRNAs are 1640

I have 2 healthy samples versus 12 cancer samples Does it Statistically make sense to compare two controls with 12 cancers?

Can I trust the p-value in differential expression?

Thank you

rnaseq

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