8. De novo assembly with Velvet
Velvet is an assembly algorithm developed for genomic assembly, but it can be applied to transcriptome assembly as well. A more recent algorithm from the same authors, called Oases, was developed specifically for un-guided transcriptome reconstruction, but for our purposes the original velvet is enough. Other de novo transcriptome reconstruction algorithms exist, for example Trinity, which is generally more accurate but has very large computational requirements, especially for memory. Trinity offers also modules for gene expression and differential expression estimation, while velvet is limited to transcript reconstruction. We will make a similar usage guide for Trinity in another session.