A comparative study of RNA-seq analysis strategies.

ABSTRACT: Three principal approaches have been proposed for inferring the set of transcripts expressed in RNA samples using RNA-seq. The simplest approach uses curated annotations, which assumes the transcripts in a sample are a subset of the transcripts listed in a curated database. A more ambitious method involves aligning reads to a reference genome and using the alignments to infer the transcript structures, possibly with the aid of a curated transcript database. The most challenging approach is to assemble reads into putative transcripts de novo without the aid of reference data. We have systematically assessed the properties of these three approaches through a simulation study. We have found that the sensitivity of computational transcript set estimation is severely limited. Computational appr

SUBMITTER: Janes J 

PROVIDER: S-EPMC4652615 | biostudies-literature | 2015 Nov

REPOSITORIES: biostudies-literature