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ClustAGE:一种用于聚类和细菌附属基因组元件分布分析的工具。

ClustAGE: a tool for clustering and distribution analysis of bacterial accessory genomic elements.

机构信息

Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.

出版信息

BMC Bioinformatics. 2018 Apr 20;19(1):150. doi: 10.1186/s12859-018-2154-x.

Abstract

BACKGROUND

The non-conserved accessory genome of bacteria can be associated with important adaptive characteristics that can contribute to niche specificity or pathogenicity of strains. High degrees of structural and compositional diversity in genomic islands and other elements of the accessory genome can complicate characterization of accessory genome contents among populations of strains. Methods for easily and effectively defining the distributions of discrete elements of the accessory genome among bacterial strains in a population are needed to explore the relationships between the flexible genome and bacterial adaptive traits.

RESULTS

We have developed the open-source software package ClustAGE. This program, written in Perl, uses BLAST to cluster nucleotide accessory genomic elements from the genomes of multiple bacterial strains and to identify their distribution within the study population. The program output can be used in combination with strain phenotype data or other characteristics to detect associations. Optional graphical output is available for visualizing accessory genome gene content and distribution patterns. The capabilities of the software are demonstrated on a collection of 14 Pseudomonas aeruginosa genome sequences.

CONCLUSIONS

The ClustAGE software and utilities are effective for identifying characteristics and distributions of accessory genomic elements among groups of bacterial genomes. The ability to easily and effectively characterize the accessory genome of a sequence collection may provide a better understanding of the accessory genome's contribution to a species' adaptation and pathogenesis. The ClustAGE source code can be downloaded from https://clustage.sourceforge.io and a limited web-based implementation is available at http://vfsmspineagent.fsm.northwestern.edu/cgi-bin/clustage.cgi .

摘要

背景

细菌的非保守附属基因组与重要的适应性特征相关,这些特征有助于菌株的生态位特异性或致病性。基因组岛和附属基因组其他元件的结构和组成多样性程度很高,这使得在菌株群体中描述附属基因组内容变得复杂。需要开发简单有效的方法来定义附属基因组离散元件在群体中细菌菌株之间的分布,以探索灵活基因组与细菌适应性特征之间的关系。

结果

我们开发了开源软件包 ClustAGE。该程序用 Perl 编写,使用 BLAST 对来自多个细菌菌株基因组的核苷酸附属基因组元件进行聚类,并确定它们在研究群体中的分布。程序输出可与菌株表型数据或其他特征结合使用以检测关联。可选的图形输出可用于可视化附属基因组基因内容和分布模式。该软件的功能在 14 个铜绿假单胞菌基因组序列集合上得到了验证。

结论

ClustAGE 软件和实用程序可有效识别细菌基因组群体中附属基因组元件的特征和分布。轻松有效地描述序列集合附属基因组的能力可能有助于更好地理解附属基因组对物种适应性和发病机制的贡献。ClustAGE 的源代码可从 https://clustage.sourceforge.io 下载,并且在 http://vfsmspineagent.fsm.northwestern.edu/cgi-bin/clustage.cgi 上提供了一个有限的基于网络的实现。

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