TransRate: reference-free quality assessment of de novo transcriptome assemblies
University of Cambridge · Stony Brook University · +1 more institution
Abstract
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 that 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 de novo assembly filtering and optimization as well as comparison of assemblies generated using different methods from the same input reads. Applying the method to a data set of 155 published de…
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Authors
5Topics & keywords
- Contig
- Transcriptome
- Sequence assembly
- Biology
- De novo transcriptome assembly
- Computational biology
- Quality Score
- Quality (philosophy)
Funding
- BABill and Melinda Gates Foundation
- ECEuropean CommissionAward: 637765
- RBRoyal Botanical Gardens, Kew
- DODepartment of Biotechnology, Ministry of Science and Technology, India
- DFDepartment for International Development
- DFDirectorate for Biological Sciences
- BABiotechnology and Biological Sciences Research CouncilAward: BB/J011754/1