Evaluation of whole-genome sequencing for outbreak detection of Verotoxigenic Escherichia coli O157:H7 from the Canadian perspective
Autor: | Matthew G. Walker, Celine Nadon, Rachel McCormick, Ashley K. Kearney, Rima Kandar, Jillian Rumore, Christy-Lynn Peterson, Lorelee Tschetter, Aleisha Reimer |
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Přispěvatelé: | University of Manitoba |
Rok vydání: | 2018 |
Předmět: |
0301 basic medicine
DNA Bacterial Canada lcsh:QH426-470 lcsh:Biotechnology 030106 microbiology Context (language use) Computational biology Multiple Loci VNTR Analysis Biology Disease cluster Escherichia coli O157 Polymorphism Single Nucleotide Disease Outbreaks 03 medical and health sciences lcsh:TP248.13-248.65 Genetics Pulsed-field gel electrophoresis Escherichia coli Cluster Analysis Humans O157:H7 Escherichia coli Infections Retrospective Studies VTEC Disease surveillance Shiga-Toxigenic Escherichia coli Whole Genome Sequencing Genetic Variation Outbreak Subtyping wgMLST SNVPhyl Electrophoresis Gel Pulsed-Field lcsh:Genetics Multilocus sequence typing Biotechnology Multilocus Sequence Typing Research Article |
Zdroj: | BMC Genomics BMC Genomics, Vol 19, Iss 1, Pp 1-13 (2018) |
ISSN: | 1471-2164 |
Popis: | Background Rapid and accurate identification of Verotoxigenic Escherichia coli (VTEC) O157:H7 is dependent on well-established, standardized and highly discriminatory typing methods. Currently, conventional subtyping tests for foodborne bacterial pathogen surveillance are rapidly being replaced with whole-genome sequencing (WGS) in public health laboratories. The capacity of WGS to revolutionize global foodborne disease surveillance has positioned this tool to become the new gold standard; however, to ensure evidence standards for public health decision making can still be achieved, the performance of WGS must be thoroughly validated against current gold standard methods prior to implementation. Here we aim to verify the performance of WGS in comparison to pulsed-field gel electrophoresis (PFGE) and multiple-locus variable-number tandem repeat analysis (MLVA) for eight retrospective outbreaks of VTEC O157:H7 from the Canadian perspective. Since real-time implementation and routine use of WGS in public health laboratories is highly reliant on standardized data analysis tools, we also provide a comparative analysis of two popular methodologies for WGS analyses; an in-house developed single nucleotide variant phylogenomics (SNVPhyl) pipeline and the BioNumerics whole genome multilocus sequence typing (wgMLST) tool. To provide a useful and consistent starting point for examining laboratory-based surveillance data for VTEC O157:H7 in Canada, we also aim to describe the number of genetic differences observed among outbreak-associated isolates. Results WGS provided enhanced resolution over traditional subtyping methods, and accurately distinguished outbreak-related isolates from non-outbreak related isolates with high epidemiological concordance. WGS also illuminated potential linkages between sporadic cases of illness and contaminated food, and isolates spanning multiple years. The topologies generated by SNVPhyl and wgMLST were highly congruent with strong statistical support. Few genetic differences were observed among outbreak-related isolates (≤5 SNVs/ |
Databáze: | OpenAIRE |
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