Oases: robust de novo RNA-seq assembly across the dynamic range of expression levels
European Bioinformatics Institute · Max Planck Institute for Molecular Genetics · +3 more institutions
Abstract
MOTIVATION: High-throughput sequencing has made the analysis of new model organisms more affordable. Although assembling a new genome can still be costly and difficult, it is possible to use RNA-seq to sequence mRNA. In the absence of a known genome, it is necessary to assemble these sequences de novo, taking into account possible alternative isoforms and the dynamic range of expression values. RESULTS: We present a software package named Oases designed to heuristically assemble RNA-seq reads in the absence of a reference genome, across a broad spectrum of expression values and in presence of alternative isoforms. It achieves this by using an array of hash lengths, a dynamic filtering of noise, a robust…
Citation impact
- FWCI
- 72.01
- Percentile
- 100%
- References
- 36
Authors
4- MHMarcel H. Schulz
European Bioinformatics Institute, Max Planck Institute for Molecular Genetics, Carnegie Mellon University, Wellcome Trust
- DRDaniel R. ZerbinoCorresponding
European Bioinformatics Institute, University of California, Santa Cruz, Wellcome Trust
- MVMartin Vingron
Max Planck Institute for Molecular Genetics
- EBEwan Birney
European Bioinformatics Institute, Wellcome Trust
Topics & keywords
- Computational biology
- RNA-Seq
- De novo transcriptome assembly
- Sequence assembly
- Transcriptome
- Biology
- Software
- Reference genome