Does it make sense to have so many statistically significant gene differentially expressed after DESeq2 paired sample analysis? for example 7000 statistically significant genes out of 100000?

Thank you for your help.

Yes, this has been asked before on the support site, with paired analysis, you can have higher power.

Just look at plotCounts for representative genes.