RT Journal
A1 Smith-Unna, Richard
A1 Boursnell, Chris
A1 Patro, Rob
A1 Hibberd, Julian
A1 Kelly, Steven
T1 TransRate: reference free quality assessment of de novo transcriptome assemblies
JF Genome Research 
JO Genome Research 
YR 2016 
FD June 01 
DO 10.1101/gr.196469.115 
SP gr.196469.115 
UL http://genome.cshlp.org/content/early/2016/06/01/gr.196469.115.abstract 
AB TransRate is a tool for reference-free quality assessment of de novo transcriptome assemblies. Using only the sequenced reads and the assembly as input, we show multiple common artifacts of de novo transcriptome assembly can be readily detected. These include chimeras, structural errors, incomplete assembly and base errors. TransRate evaluates these errors to produce a diagnostic quality score for each contig and these contig scores are integrated to evaluate whole assemblies. Thus TransRate can be used for do novo assembly filtering and optimisation as well as comparison of assemblies generated using different methods from the same input reads. Applying the method to a dataset of 155 published de novo transcriptome assemblies we deconstruct the contribution that assembly method, read length, read quantity, and read quality make to the accuracy of de novo transcriptome assemblies and reveal that variance in the quality of the input data explains 43% of the variance in the quality of published de novo transcriptome assemblies. As TransRate is reference-free it is suitable for assessment of assemblies of all types of RNA, including assemblies of long non-coding RNA, rRNA, mRNA, and mixed RNA samples.