Scinovex
article Open AccessTop 1% cited

Pilon: An Integrated Tool for Comprehensive Microbial Variant Detection and Genome Assembly Improvement

PLoS ONE · 2014 · Vol. 9(11) · pp. e112963–e112963
Bruce J. WalkerThomas AbeelTerrance SheaMargaret PriestAmr AbouellielSharadha SakthikumarChristina A. CuomoQiandong ZengJennifer R. WortmanSarah YoungAshlee M. Earl

Abstract

Advances in modern sequencing technologies allow us to generate sufficient data to analyze hundreds of bacterial genomes from a single machine in a single day. This potential for sequencing massive numbers of genomes calls for fully automated methods to produce high-quality assemblies and variant calls. We introduce Pilon, a fully automated, all-in-one tool for correcting draft assemblies and calling sequence variants of multiple sizes, including very large insertions and deletions. Pilon works with many types of sequence data, but is particularly strong when supplied with paired end data from two Illumina libraries with small e.g., 180 bp and large e.g., 3-5 Kb inserts. Pilon significantly improves draft genome assemblies by correcting bases, fixing mis-assemblies and filling gaps. For both haploid and diploid genomes, Pilon produces more contiguous genomes with fewer errors, enabling identification of more biologically relevant genes. Furthermore, Pilon identifies small variants with high accuracy as compared to state-of-the-art tools and is unique in its ability to accurately identify large sequence variants including duplications and resolve large insertions. Pilon is being used to improve the assemblies of thousands of new genomes and to identify variants from thousands of clinically relevant bacterial strains. Pilon is freely available as open source software.

Genomics and Phylogenetic StudiesPlant Pathogenic Bacteria StudiesLegume Nitrogen Fixing SymbiosisGenomeComputational biologySequence assemblyBiologyIdentification (biology)DNA sequencingBacterial genome sizeGeneticsComputer scienceGene

MeSH terms

AlgorithmsBacteriaMolecular Sequence DataSoftwareGenetic VariationGenome, BacterialSequence Analysis, DNA

Funding

  • U.S. Department of Health and Human Services
  • Broad Institute
  • Vlaamse regering
  • National Institutes of Health
  • National Human Genome Research Institute
  • National Institute of Allergy and Infectious Diseases
Citations
9,983
FWCI
47.26
field-weighted impact
References
46
Percentile
100%
vs. same field & year
Citations per year
References
Basic local alignment search tool
Journal of Molecular Biology · 1990 · 93,570 citations
BLAST 2 Sequences, a new tool for comparing protein and nucleotide sequences
FEMS Microbiology Letters · 1999 · 1,803 citations
The Sequence Alignment/Map format and SAMtools
Bioinformatics · 2009 · 66,208 citations
Clustal W and Clustal X version 2.0
Bioinformatics · 2007 · 28,900 citations
Fast gapped-read alignment with Bowtie 2
Nature Methods · 2012 · 59,710 citations
Citation Network

How this paper connects to the literature. Drag to explore, click any node to open that paper.