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

基因组 计算生物学 顺序装配 生物 鉴定(生物学) DNA测序 细菌基因组大小 遗传学 计算机科学 基因 植物 基因表达 转录组
作者
Bruce J. Walker,Thomas Abeel,Terrance Shea,Margaret Priest,Amr Abouelliel,Sharadha Sakthikumar,Christina A. Cuomo,Qiandong Zeng,Jennifer R. Wortman,Sarah Young,Ashlee M. Earl
出处
期刊:PLOS ONE [Public Library of Science]
卷期号:9 (11): e112963-e112963 被引量:9436
标识
DOI:10.1371/journal.pone.0112963
摘要

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.
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