Hybracter: enabling scalable, automated, complete and accurate bacterial genome assemblies.

IF 4 2区 生物学 Q1 GENETICS & HEREDITY
George Bouras, Ghais Houtak, Ryan R Wick, Vijini Mallawaarachchi, Michael J Roach, Bhavya Papudeshi, Lousie M Judd, Anna E Sheppard, Robert A Edwards, Sarah Vreugde
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引用次数: 0

Abstract

Improvements in the accuracy and availability of long-read sequencing mean that complete bacterial genomes are now routinely reconstructed using hybrid (i.e. short- and long-reads) assembly approaches. Complete genomes allow a deeper understanding of bacterial evolution and genomic variation beyond single nucleotide variants. They are also crucial for identifying plasmids, which often carry medically significant antimicrobial resistance genes. However, small plasmids are often missed or misassembled by long-read assembly algorithms. Here, we present Hybracter which allows for the fast, automatic and scalable recovery of near-perfect complete bacterial genomes using a long-read first assembly approach. Hybracter can be run either as a hybrid assembler or as a long-read only assembler. We compared Hybracter to existing automated hybrid and long-read only assembly tools using a diverse panel of samples of varying levels of long-read accuracy with manually curated ground truth reference genomes. We demonstrate that Hybracter as a hybrid assembler is more accurate and faster than the existing gold standard automated hybrid assembler Unicycler. We also show that Hybracter with long-reads only is the most accurate long-read only assembler and is comparable to hybrid methods in accurately recovering small plasmids.

Hybracter:实现可扩展、自动化、完整和准确的细菌基因组组装。
长读数测序的准确性和可用性的提高意味着现在可以使用混合(即短读数和长读数)组装方法重建完整的细菌基因组。有了完整的基因组,就能更深入地了解细菌的进化和单核苷酸变异之外的基因组变异。完整基因组对于鉴定质粒也至关重要,质粒通常携带对医学有重要意义的抗菌药耐药性基因。然而,长读组装算法往往会遗漏或错误组装小质粒。在这里,我们介绍了 Hybracter,它可以利用长读数首次组装方法,快速、自动、可扩展地恢复近乎完美的完整细菌基因组。Hybracter 既可以作为混合装配器运行,也可以只作为长读取装配器运行。我们使用长读取准确度不同的各种样本和人工编辑的地面实况参考基因组,将 Hybracter 与现有的自动混合组装工具和纯长读取组装工具进行了比较。我们证明,Hybracter作为一种混合组装工具,比现有的黄金标准自动混合组装工具Unicycler更准确、更快速。我们还证明,仅使用长读数的 Hybracter 是最准确的长读数装配器,在准确恢复小质粒方面与混合方法不相上下。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Microbial Genomics
Microbial Genomics Medicine-Epidemiology
CiteScore
6.60
自引率
2.60%
发文量
153
审稿时长
12 weeks
期刊介绍: Microbial Genomics (MGen) is a fully open access, mandatory open data and peer-reviewed journal publishing high-profile original research on archaea, bacteria, microbial eukaryotes and viruses.
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