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

AI Article Synopsis

  • AMR poses a significant global public health threat, and detecting resistance genes is evolving from traditional phenotypic methods to more advanced whole-genome sequencing (WGS) techniques.
  • Various sequencing and assembly strategies (NextSeq, PacBio, ONT) were tested to enhance AMR monitoring at the German National Reference Laboratory, with a focus on characterizing fluoroquinolone-resistant isolates carrying multiple plasmid elements.
  • Results showed that hybrid assembly of short and long-read sequences provided the best accuracy for predicting AMR gene associations, overcoming limitations found in using short or long-read sequencing alone.

Article 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.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8000739PMC
http://dx.doi.org/10.3390/microorganisms9030598DOI Listing

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