Conceptual

RNA-seq Quantification and Differential Expression

Read counts per transcript must be normalised for sequencing depth and length before conditions can be compared, and the count noise is modelled as negative binomial rather than normal. Testing thousands of genes at once makes multiple-testing correction part of the method, not an afterthought.