Published onMarch 31, 2026Why your data needs normalization — and how to do it in Rhow-toRbioinformaticsr-seriesRNA-seqRaw counts from RNA-seq are not comparable across samples without normalization. Here is why that matters, what CPM and TPM actually do, and how to normalize in R.