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How to compare time series data of gene expression studies?

Hello All I have a time series RNA seq data, the format look likes, patient samples collected from Day 1 to Day 20 ( sample size 20)and control sample ( 20). I would like compare all the samples into two groups as infected and control. is this statistically meaningful for getting DEG?

sequencing

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