National Microbiology Laboratory, Public Health Agency of Canada, Guelph, ON, Canada.
National Microbiology Laboratory, Public Health Agency of Canada, Toronto, ON, Canada.
Microb Genom. 2023 May;9(5). doi: 10.1099/mgen.0.001002.
Plasmids are the primary vector for horizontal transfer of antimicrobial resistance (AMR) within bacterial populations. We applied the MOB-suite, a toolset for reconstructing and typing plasmids, to 150 767 publicly available whole-genome sequencing samples covering 1204 distinct serovars to produce a large-scale population survey of plasmids based on the MOB-suite plasmid nomenclature. Reconstruction yielded 183 017 plasmids representing 1044 primary MOB-clusters and 830 potentially novel MOB-clusters. Replicon and relaxase typing were able to type 83.4 and 58 % of plasmids, respectively, compared to 99.9 % for MOB-clusters. Within this work, we developed an approach to characterize the horizonal transfer of MOB-clusters and AMR genes across different serotypes, as well as the diversity of MOB-cluster associations with AMR genes. Aggregating conjugative mobility predictions provided by the MOB-suite and their corresponding serovar entropy demonstrated that non-mobilizable plasmids were associated with fewer serotypes compared to mobilizable or conjugative MOB-clusters. The host-range predictions for MOB-clusters also showed differences between the mobility classes, with mobilizable MOB-clusters accounting for 88.3 % of the multi-phyla (broad-host-range) predictions compared to 3 and 8.6 % for conjugative and non-mobilizable, respectively. A total of 296 (22 %) of identified MOB-clusters were associated with at least one resistance gene, indicating that the majority of plasmids are not involved in AMR dissemination. Shannon entropy analysis of horizontal transfer of AMR genes across serovars and MOB-clusters demonstrated that horizonal transfer of genes is higher between serovars compared to transfer between different MOB-clusters. In addition to the population structure characterization based on primary MOB-clusters, we characterized a multi-plasmid outbreak responsible for the global dissemination of across different serotypes using higher resolution MOB-suite secondary cluster codes. The plasmid characterization approach developed here can be applied to different organisms to identify plasmids and genes which pose high risks for horizontal transfer.
质粒是细菌群体中抗生素耐药性(AMR)水平转移的主要载体。我们应用了 MOB-suite,这是一种用于重建和分型质粒的工具集,对涵盖 1204 个不同血清型的 150767 个公开可用的全基因组测序样本进行了分析,根据 MOB-suite 质粒命名法对质粒进行了大规模的群体调查。重建产生了 183017 个质粒,代表 1044 个主要 MOB 簇和 830 个潜在的新 MOB 簇。与 MOB 簇的 99.9%相比,复制子和松弛酶分型分别能够对 83.4%和 58%的质粒进行分型。在这项工作中,我们开发了一种方法来描述不同血清型之间 MOB 簇和 AMR 基因的水平转移,以及 MOB 簇与 AMR 基因的多样性关联。通过 MOB-suite 聚合的可移动性预测及其对应的血清型熵表明,与可移动或可共轭的 MOB 簇相比,非可移动质粒与较少的血清型相关。MOB 簇的宿主范围预测也显示了移动性类别之间的差异,其中可移动的 MOB 簇占多门(广宿主范围)预测的 88.3%,而可共轭的和不可移动的分别占 3%和 8.6%。总共鉴定出的 296 个(22%)MOB 簇与至少一个耐药基因相关,这表明大多数质粒不参与 AMR 的传播。通过血清型和 MOB 簇之间的 AMR 基因水平转移的香农熵分析表明,基因的水平转移在血清型之间比在不同的 MOB 簇之间更高。除了基于主要 MOB 簇的种群结构特征外,我们还使用更高分辨率的 MOB-suite 二级簇代码,对导致不同血清型广泛传播的多质粒爆发进行了特征描述。这里开发的质粒特征分析方法可以应用于不同的生物体,以识别具有高水平转移风险的质粒和基因。