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Characterization of Antimicrobial Resistance Dissemination across Plasmid Communities Classified by Network Analysis

机译:通过网络分析分类的跨质粒社区的抗菌素耐药性传播的表征

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The global clustering of gene families through network analysis has been demonstrated in whole genome, plasmid, and microbiome analyses. In this study, we carried out a plasmidome network analysis of all available complete bacterial plasmids to determine plasmid associations. A blastp clustering search at 100% aa identity cut-off and sharing at least one gene between plasmids, followed by a multilevel community network analysis revealed that a surprisingly large number of the plasmids were connected by one largest connected component (LCC), with dozens of community sub-groupings. The LCC consisted mainly of Bacilli and Gammaproteobacteria plasmids. Intriguingly, horizontal gene transfer (HGT) was noted between different phyla (i.e., Staphylococcus and Pasteurellaceae), suggesting that Pasteurellaceae can acquire antimicrobial resistance (AMR) genes from closely contacting Staphylococcus spp., which produce the external supplement of V-factor (NAD). Such community network analysis facilitate displaying possible recent HGTs like a class 1 integron, str and tet resistance markers between communities. Furthermore, the distribution of the Inc replicon type and AMR genes, such as the extended-spectrum ß-lactamase (ESBL) CTX-M or the carbapenemases KPC NDM-1, implies that such genes generally circulate within limited communities belonging to typical bacterial genera. Thus, plasmidome network analysis provides a remarkable discriminatory power for plasmid-related HGT and evolution.
机译:在整个基因组,质粒和微生物组分析中,已经证明了通过网络分析对基因家族进行的全局聚类。在这项研究中,我们对所有可用的完整细菌质粒进行了质粒组网络分析,以确定质粒的关联。 blastp聚类搜索以100%氨基酸同一性截止,并在质粒之间共享至少一个基因,然后进行多级社区网络分析,结果表明,令人惊讶的是,大量质粒通过一个最大的连接组件(LCC)连接,其中数十个社区分组。 LCC主要由芽孢杆菌和γ-变形杆菌质粒组成。有趣的是,注意到在不同门(例如葡萄球菌和巴斯德杆菌科)之间进行了水平基因转移(HGT),这表明巴斯德杆菌科可以通过与葡萄球菌紧密接触获得抗药性(AMR)基因,从而产生了外部补充的V-因子(NAD)。 )。这种社区网络分析有助于显示可能的最近HGT,例如社区之间的1类整型,str和tet抗性标记。此外,Inc复制子类型和AMR基因(例如,广谱β-内酰胺酶(ESBL)CTX-M或碳青霉烯酶KPC NDM-1)的分布表明,这些基因通常在属于典型细菌属的有限群落内传播。因此,质粒组网络分析为质粒相关的HGT和进化提供了显着的区分能力。

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