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cano-wgMLST_BacCompare:一个用于流行病学调查和比较基因组分析的细菌基因组分析平台。

cano-wgMLST_BacCompare: A Bacterial Genome Analysis Platform for Epidemiological Investigation and Comparative Genomic Analysis.

作者信息

Liu Yen-Yi, Lin Ji-Wei, Chen Chih-Chieh

机构信息

Central Regional Laboratory, Center for Diagnostics and Vaccine Development, Centers for Disease Control, Taichung, Taiwan.

Institute of Medical Science and Technology, National Sun Yat-sen University, Kaohsiung, Taiwan.

出版信息

Front Microbiol. 2019 Jul 24;10:1687. doi: 10.3389/fmicb.2019.01687. eCollection 2019.

Abstract

With the decreasing cost of next-generation sequencing, whole-genome sequence-based bacterial genome comparisons are expected to become a mainstream process in the public health domain. Extended multilocus sequence typing (MLST) methods are becoming increasingly popular for use in comparing bacterial genetic relatedness in epidemiological investigations. Several extended MLST schemes based on biological signatures have been reported. Among them, whole-genome MLST (wgMLST) has gradually become one of the most widely used approaches for bacterial strain typing. In addition to using bacterial typing, many researchers aim to identify differences in the genes of compared strains. Because these differences might provide insights into critical bacterial functions, such as virulence and pathogenicity, researchers usually study these genes that differ between strains. Hence, we designed a web service tool based on wgMLST-constructed tree topology coupled with the feature selection method to create the "canonical wgMLST (cano-wgMLST) tree." The genes that differ between strains are shown at each split of the tree, thereby directly providing information for performing a comparative genomic analysis for each strain pair. We demonstrated that this web service tool could be operated efficiently on two datasets consisting of 22 isolates and 59 Heidelberg isolates, respectively. We imposed this tool on a designated web server, cano-wgMLST_BacCompare, to enable users to create a wgMLST tree and canonical wgMLST tree automatically from their uploaded bacterial genomes for not only epidemiological investigation but also comparative genomic analysis. Additionally, detailed information on how to use this service is provided. The cano-wgMLST_BacCompare is available at http://baccompare.imst.nsysu.edu.tw.

摘要

随着下一代测序成本的降低,基于全基因组序列的细菌基因组比较有望成为公共卫生领域的主流方法。扩展多位点序列分型(MLST)方法在流行病学调查中用于比较细菌遗传相关性方面越来越受欢迎。已经报道了几种基于生物学特征的扩展MLST方案。其中,全基因组MLST(wgMLST)已逐渐成为细菌菌株分型中使用最广泛的方法之一。除了用于细菌分型外,许多研究人员旨在识别比较菌株基因中的差异。由于这些差异可能为关键的细菌功能(如毒力和致病性)提供见解,研究人员通常研究菌株之间不同的这些基因。因此,我们设计了一种基于wgMLST构建的树形拓扑结构并结合特征选择方法的网络服务工具,以创建“标准wgMLST(cano-wgMLST)树”。菌株之间不同的基因显示在树的每个分支处,从而直接为每个菌株对进行比较基因组分析提供信息。我们证明了这个网络服务工具可以分别在由22个分离株和59个海德堡分离株组成的两个数据集上高效运行。我们将此工具部署在指定的网络服务器cano-wgMLST_BacCompare上,可以让用户从上传的细菌基因组中自动创建wgMLST树和标准wgMLST树,不仅用于流行病学调查,还用于比较基因组分析。此外,还提供了有关如何使用此服务的详细信息。cano-wgMLST_BacCompare可在http://baccompare.imst.nsysu.edu.tw上获取。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7bcd/6668299/11a62931be36/fmicb-10-01687-g001.jpg

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