COPLA,一种质粒的分类学分类器。

COPLA, a taxonomic classifier of plasmids.

机构信息

Instituto de Biomedicina y Biotecnología de Cantabria (IBBTEC), Universidad de Cantabria-CSIC, Santander, Spain.

Departamento de Ingeniería de las Comunicaciones, Universidad de Cantabria, Santander, Spain.

出版信息

BMC Bioinformatics. 2021 Jul 31;22(1):390. doi: 10.1186/s12859-021-04299-x.

Abstract

BACKGROUND

Plasmids are mobile genetic elements, key in the dissemination of antibiotic resistance, virulence determinants and other adaptive traits in bacteria. Obtaining a robust method for plasmid classification is necessary to better understand the genetics and epidemiology of many pathogens. Until now, plasmid classification systems focused on specific traits, which limited their precision and universality. The definition of plasmid taxonomic units (PTUs), based on average nucleotide identity metrics, allows the generation of a universal plasmid classification scheme, applicable to all bacterial taxa. Here we present COPLA, a software able to assign plasmids to known and novel PTUs, based on their genomic sequence.

RESULTS

We implemented an automated pipeline able to assign a given plasmid DNA sequence to its cognate PTU, and assessed its performance using a sample of 1000 unclassified plasmids. Overall, 41% of the samples could be assigned to a previously defined PTU, a number that reached 63% in well-known taxa such as the Enterobacterales order. The remaining plasmids represent novel PTUs, indicating that a large fraction of plasmid backbones is still uncharacterized.

CONCLUSIONS

COPLA is a bioinformatic tool for universal, species-independent, plasmid classification. Offered both as an automatable pipeline and an open web service, COPLA will help bacterial geneticists and clinical microbiologists to quickly classify plasmids.

摘要

背景

质粒是移动遗传元件,在细菌中抗生素耐药性、毒力决定因子和其他适应性特征的传播中起着关键作用。获得一种稳健的质粒分类方法对于更好地了解许多病原体的遗传学和流行病学至关重要。到目前为止,质粒分类系统侧重于特定特征,这限制了它们的准确性和通用性。基于平均核苷酸同一性指标的质粒分类单元(PTU)的定义,允许生成适用于所有细菌分类群的通用质粒分类方案。在这里,我们展示了 COPLA,这是一种能够根据基因组序列将质粒分配到已知和新的 PTU 的软件。

结果

我们实现了一个自动化的流水线,能够将给定的质粒 DNA 序列分配到其同源的 PTU 中,并使用 1000 个未分类的质粒样本评估其性能。总体而言,41%的样本可以分配到以前定义的 PTU,在肠杆菌目等知名分类群中这一数字达到了 63%。其余的质粒代表新的 PTU,这表明质粒骨架的很大一部分仍未被描述。

结论

COPLA 是一种用于通用、与物种无关的质粒分类的生物信息学工具。它既可以作为自动化流水线,也可以作为开放的网络服务提供,将帮助细菌遗传学家和临床微生物学家快速对质粒进行分类。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0529/8325299/6b6d23b9f60a/12859_2021_4299_Fig1_HTML.jpg

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