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不同测序和组装方法对共生菌中质粒检测及抗菌耐药基因定位的结果

Outcome of Different Sequencing and Assembly Approaches on the Detection of Plasmids and Localization of Antimicrobial Resistance Genes in Commensal .

作者信息

Juraschek Katharina, Borowiak Maria, Tausch Simon H, Malorny Burkhard, Käsbohrer Annemarie, Otani Saria, Schwarz Stefan, Meemken Diana, Deneke Carlus, Hammerl Jens Andre

机构信息

Epidemiology, Zoonoses and Antimicrobial Resistance, German Federal Institute for Risk Assessment (BfR), Max-Dohrn Str. 8-10, 10589 Berlin, Germany.

Study Centre for Genome Sequencing and Analysis, German Federal Institute for Risk Assessment (BfR), Max-Dohrn Str. 8-10, 10589 Berlin, Germany.

出版信息

Microorganisms. 2021 Mar 14;9(3):598. doi: 10.3390/microorganisms9030598.

Abstract

Antimicrobial resistance (AMR) is a major threat to public health worldwide. Currently, AMR typing changes from phenotypic testing to whole-genome sequence (WGS)-based detection of resistance determinants for a better understanding of the isolate diversity and elements involved in gene transmission (e.g., plasmids, bacteriophages, transposons). However, the use of WGS data in monitoring purposes requires suitable techniques, standardized parameters and approved guidelines for reliable AMR gene detection and prediction of their association with mobile genetic elements (plasmids). In this study, different sequencing and assembly strategies were tested for their suitability in AMR monitoring in in the routines of the German National Reference Laboratory for Antimicrobial Resistances. To assess the outcomes of the different approaches, results from in silico predictions were compared with conventional phenotypic- and genotypic-typing data. With the focus on (fluoro)quinolone-resistant , five -positive isolates with multiple extrachromosomal elements were subjected to WGS with NextSeq (Illumina), PacBio (Pacific BioSciences) and ONT (Oxford Nanopore) for in depth characterization of the -carrying plasmids. Raw reads from short- and long-read sequencing were assembled individually by Unicycler or Flye or a combination of both (hybrid assembly). The generated contigs were subjected to bioinformatics analysis. Based on the generated data, assembly of long-read sequences are error prone and can yield in a loss of small plasmid genomes. In contrast, short-read sequencing was shown to be insufficient for the prediction of a linkage of AMR genes (e.g., ) to specific plasmid sequences. Furthermore, short-read sequencing failed to detect certain duplications and was unsuitable for genome finishing. Overall, the hybrid assembly led to the most comprehensive typing results, especially in predicting associations of AMR genes and mobile genetic elements. Thus, the use of different sequencing technologies and hybrid assemblies currently represents the best approach for reliable AMR typing and risk assessment.

摘要

抗菌药物耐药性(AMR)是全球公共卫生面临的重大威胁。目前,AMR分型正从表型检测转向基于全基因组序列(WGS)的耐药决定因素检测,以便更好地了解分离株的多样性以及参与基因传播的元件(如质粒、噬菌体、转座子)。然而,将WGS数据用于监测目的需要合适的技术、标准化参数和经批准的指南,以实现可靠的AMR基因检测及其与移动遗传元件(质粒)关联的预测。在本研究中,测试了不同的测序和组装策略在德国国家抗菌药物耐药性参考实验室日常工作中用于AMR监测的适用性。为评估不同方法的结果,将计算机模拟预测结果与传统表型和基因型分型数据进行了比较。以(氟)喹诺酮耐药菌为重点,对五株携带多个染色体外元件的阳性分离株进行了WGS测序,使用NextSeq(Illumina)、PacBio(Pacific BioSciences)和ONT(Oxford Nanopore)技术,以深入表征携带耐药基因的质粒。短读长和长读长测序产生的原始读数分别由Unicycler或Flye或两者结合(混合组装)进行组装。对生成的重叠群进行生物信息学分析。基于生成的数据,长读长序列的组装容易出错,可能导致小质粒基因组丢失。相比之下,短读长测序不足以预测AMR基因(如耐药基因)与特定质粒序列的连锁关系。此外,短读长测序无法检测到某些重复序列,也不适用于基因组完成。总体而言,混合组装产生了最全面的分型结果,尤其是在预测AMR基因与移动遗传元件的关联方面。因此,目前使用不同的测序技术和混合组装是进行可靠的AMR分型和风险评估的最佳方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/be3d/8000739/9c59bda19880/microorganisms-09-00598-g001.jpg

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