Pathogen Genomics Center, National institute of infectious diseases, 1-23-1 Toyama, Shinjuku-ku, Tokyo 162-8640, Japan.
Pathogens. 2014 Apr 15;3(2):356-76. doi: 10.3390/pathogens3020356.
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.
通过网络分析对基因家族进行全球聚类已在全基因组、质粒和微生物组分析中得到证实。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,以确定质粒之间的关联。使用 100% aa 同一性截断的 blastp 聚类搜索,并在质粒之间至少共享一个基因,然后进行多层次社区网络分析,结果表明大量质粒通过一个最大连接组件 (LCC) 连接,有几十个社区分组。LCC 主要由芽孢杆菌和γ变形菌质粒组成。有趣的是,在不同门之间(即葡萄球菌和巴斯德氏菌科)注意到了水平基因转移(HGT),这表明巴斯德氏菌科可以从密切接触的葡萄球菌属获得抗生素耐药(AMR)基因,而葡萄球菌属产生外源性补充因子 V(NAD)。这种社区网络分析有助于显示可能最近的 HGT,如 1 类整合子、str 和 tet 耐药标记在社区之间。此外,Inc 复制子类型和 AMR 基因的分布,如超广谱β-内酰胺酶(ESBL)CTX-M 或碳青霉烯酶 KPC-NDM-1,表明这些基因通常在属于典型细菌属的有限社区内循环。因此,质粒组网络分析为质粒相关的 HGT 和进化提供了显著的区分能力。