Unicycler: Resolving bacterial genome assemblies from short and long sequencing reads

PLoS Comput Biol. 2017 Jun 8;13(6):e1005595. doi: 10.1371/journal.pcbi.1005595. eCollection 2017 Jun.

Abstract

The Illumina DNA sequencing platform generates accurate but short reads, which can be used to produce accurate but fragmented genome assemblies. Pacific Biosciences and Oxford Nanopore Technologies DNA sequencing platforms generate long reads that can produce complete genome assemblies, but the sequencing is more expensive and error-prone. There is significant interest in combining data from these complementary sequencing technologies to generate more accurate "hybrid" assemblies. However, few tools exist that truly leverage the benefits of both types of data, namely the accuracy of short reads and the structural resolving power of long reads. Here we present Unicycler, a new tool for assembling bacterial genomes from a combination of short and long reads, which produces assemblies that are accurate, complete and cost-effective. Unicycler builds an initial assembly graph from short reads using the de novo assembler SPAdes and then simplifies the graph using information from short and long reads. Unicycler uses a novel semi-global aligner to align long reads to the assembly graph. Tests on both synthetic and real reads show Unicycler can assemble larger contigs with fewer misassemblies than other hybrid assemblers, even when long-read depth and accuracy are low. Unicycler is open source (GPLv3) and available at github.com/rrwick/Unicycler.

MeSH terms

  • Algorithms*
  • Chromosome Mapping / methods*
  • Genome, Bacterial / genetics*
  • High-Throughput Nucleotide Sequencing / methods*
  • Sequence Alignment / methods
  • Sequence Analysis, DNA / methods*
  • Software*
  • User-Computer Interface

Grant support

This work was funded by the NHMRC of Australia (project #1043822 and Fellowship #1061409 to KEH). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.