SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing
Saint Petersburg Academic University · St. Petersburg Department of Steklov Institute of Mathematics · +4 more institutions
Abstract
The lion's share of bacteria in various environments cannot be cloned in the laboratory and thus cannot be sequenced using existing technologies. A major goal of single-cell genomics is to complement gene-centric metagenomic data with whole-genome assemblies of uncultivated organisms. Assembly of single-cell data is challenging because of highly non-uniform read coverage as well as elevated levels of sequencing errors and chimeric reads. We describe SPAdes, a new assembler for both single-cell and standard (multicell) assembly, and demonstrate that it improves on the recently released E+V-SC assembler (specialized for single-cell data) and on popular assemblers Velvet and SoapDeNovo (for multicell data).…
Citation impact
- FWCI
- 93.23
- Percentile
- 100%
- References
- 43
Authors
16Topics & keywords
- Metagenomics
- Sequence assembly
- Genome
- Software
- Genomics
- Computational biology
- Biology
- Computer science