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Can I perform ANOVA test on rlog data of RNA sequencing counts?

Can I perform ANOVA test on rlog data of RNA sequencing counts? in order to see if the samples are different for example the cancer replicates from normal replicates? I did DESeq2, PCA, Heatmaps (Sample-distant matrix), Z-scores, Heatmaps for Z-score, is there something else suggested I can do?

rlog anova

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