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RNA-Seq Count Normalization

Raw counts confound expression with library depth and transcript length. RPKM/FPKM divide by length then depth, TPM reverses that order so columns sum to a constant, and DESeq2's median-of-ratios size factors are what within-gene across-sample testing actually uses.