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The tutorial discusses different pathways for analyzing RNA sequences, depending on the presence of a reference. If there is a reference, the reads are cleaned and mapped back to it for counting. If there is no reference, reads are assembled by finding overlapping sequences and building a transcript. This process is common in comparative genomics and aims to create contiguous sequences that form a transcript.