Transversal Activities in Applied Genomics, Sciensano, 1050 Brussels, Belgium.
Department of Information Technology, IDLab, Ghent University, IMEC, 9052 Ghent, Belgium.
Microb Genom. 2023 Jan;9(1). doi: 10.1099/mgen.0.000925.
For antimicrobial resistance (AMR) surveillance, it is important not only to detect AMR genes, but also to determine their plasmidic or chromosomal location, as this will impact their spread differently. Whole-genome sequencing (WGS) is increasingly used for AMR surveillance. However, determining the genetic context of AMR genes using only short-read sequencing is complicated. The combination with long-read sequencing offers a potential solution, as it allows hybrid assemblies. Nevertheless, its use in surveillance has so far been limited. This study aimed to demonstrate its added value for AMR surveillance based on a case study of extended-spectrum beta-lactamases (ESBLs). ESBL genes have been reported to occur also on plasmids. To gain insight into the diversity and genetic context of ESBL genes detected in clinical isolates received by the Belgian National Reference Center between 2013 and 2018, 100 ESBL-producing and 31 ESBL-producing were sequenced with MiSeq and a representative selection of 20 and six isolates additionally with MinION technology, allowing hybrid assembly. The gene was found to be responsible for a rapid rise in the ESBL phenotype from 2017. This gene was mostly detected on multi-resistance-carrying IncFII plasmids. Based on clustering, these plasmids were determined to be distinct from the circulating plasmids before 2017. They were spread to different species and within between multiple genotypes. Another similar IncFII plasmid was detected after 2017 containing for which only clonal expansion occurred. Matches of up to 99 % to plasmids of various bacterial hosts from all over the world were found, but global alignments indicated that direct or recent ESBL-plasmid transfers did not occur. It is most likely that travellers introduced these in Belgium and subsequently spread them domestically. However, a clear link to a specific country could not be made. Moreover, integration of in the chromosome of two isolates was determined for the first time, and shown to be related to ISEcp1. In contrast, in , ESBL genes were only found on plasmids, of which and IncHI2 were the most prevalent, respectively. No matching ESBL plasmids or cassettes were detected between clinical and isolates. The hybrid assembly data allowed us to check the accuracy of plasmid prediction tools. MOB-suite showed the highest accuracy. However, these tools cannot replace the accuracy of long-read and hybrid assemblies. This study illustrates the added value of hybrid assemblies for AMR surveillance and shows that a strategy where even just representative isolates of a collection used for hybrid assemblies could improve international AMR surveillance as it allows plasmid tracking.
对于抗菌药物耐药性(AMR)监测,不仅要检测 AMR 基因,还要确定其质粒或染色体位置,因为这会对其传播产生不同的影响。全基因组测序(WGS)越来越多地用于 AMR 监测。然而,仅使用短读测序来确定 AMR 基因的遗传背景是复杂的。与长读测序相结合提供了一种潜在的解决方案,因为它允许混合组装。然而,迄今为止,它在监测中的应用受到限制。本研究旨在通过对 2013 年至 2018 年期间比利时国家参考中心收到的临床分离物中扩展谱β-内酰胺酶(ESBL)的案例研究,证明其在 AMR 监测中的附加值。据报道,ESBL 基因也存在于质粒上。为了深入了解 2013 年至 2018 年期间比利时国家参考中心收到的临床分离物中检测到的 ESBL 基因的多样性和遗传背景,对 100 株产 ESBL 株和 31 株产 ESBL 株进行了 MiSeq 测序,代表选择 20 株 和 6 株 分离株还使用 MinION 技术进行了测序,允许混合组装。发现 基因负责 2017 年 ESBL 表型的快速上升。该基因主要检测到携带多耐药基因的 IncFII 质粒上。基于聚类,这些质粒被确定与 2017 年前循环的质粒不同。它们传播到不同的 物种,并在不同的 之间传播。2017 年后检测到另一个类似的携带 IncFII 质粒,其中仅发生了克隆扩张 基因。发现高达 99%的匹配到来自世界各地各种细菌宿主的质粒,但全局比对表明,没有直接或最近的 ESBL 质粒转移发生。很可能是旅行者将这些引入比利时,然后在国内传播。然而,无法确定与特定国家的明确联系。此外,首次确定了两个 分离株染色体中 基因的整合,表明与 ISEcp1 有关。相比之下,在 中,仅在质粒上发现 ESBL 基因,其中 基因和 IncHI2 分别最为常见。在临床 株和 株之间未检测到匹配的 ESBL 质粒或盒。混合组装数据允许我们检查质粒预测工具的准确性。MOB-suite 显示出最高的准确性。然而,这些工具不能替代长读和混合组装的准确性。本研究说明了混合组装在 AMR 监测中的附加值,并表明,即使只是用于混合组装的集合中的代表性分离物的策略也可以改善国际 AMR 监测,因为它允许质粒跟踪。