Field-based detection of bacteria using nanopore sequencing: Method evaluation for biothreat detection in complex samples.

Andrea D Tyler, Jane McAllister, Helen Stapleton, Penny Gauci, Kym Antonation, David Thirkettle-Watts, Cindi R Corbett
Author Information
  1. Andrea D Tyler: National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, Canada. ORCID
  2. Jane McAllister: Department of Defence, Defence Science and Technology Group, Fishermans Bend, Melbourne, VIC, Australia.
  3. Helen Stapleton: Defence Science and Technology Laboratory, Dstl Porton Down, Salisbury, Wiltshire, United Kingdom.
  4. Penny Gauci: Department of Defence, Defence Science and Technology Group, Fishermans Bend, Melbourne, VIC, Australia.
  5. Kym Antonation: National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, Canada.
  6. David Thirkettle-Watts: Department of Defence, Defence Science and Technology Group, Fishermans Bend, Melbourne, VIC, Australia.
  7. Cindi R Corbett: National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, Canada.

Abstract

From pathogen detection to genome or plasmid closure, the utility of the Oxford Nanopore Technologies (ONT) MinION for microbiological analysis has been well documented. The MinION's small footprint, portability, and real-time analytic capability situates it well to address challenges in the field of unbiased pathogen detection, as a component of a security investigation. To this end, a multicenter evaluation of the effect of alternative analytical approaches on the outcome of MinION-based sequencing, using a set of well-characterized samples, was explored in a field-based scenario. Three expert scientific response groups evaluated known bacterial DNA extracts as part of an international first responder (Chemical, Biological, Radiological) training exercise. Samples were prepared independently for analysis using the Rapid and/or Rapid PCR sequencing kits as per the best practices of each of the participating groups. Analyses of sequence data were in turn conducted using varied approaches including ONTs What's in my pot (WIMP) architecture and in-house computational pipelines. Microbial community composition and the ability of each approach to detect pathogens was compared. Each group demonstrated the ability to detect all species present in samples, although several organisms were detected at levels much lower than expected with some organisms even falling below 1% abundance. Several 'contaminant' near neighbor species were also detected, at low abundance. Regardless of the sequencing approach chosen, the observed composition of the bacterial communities diverged from the input composition in each of the analyses, although sequencing conducted using the rapid kit produced the least distortion when compared to PCR-based library preparation methods. One of the participating groups generated drastically lower sequencing output than the other groups, likely attributed to the limited computer hard drive capacity, and occasional disruption of the internet connection. These results provide further consideration for conducting unbiased pathogen identification within a field setting using MinION sequencing. However, the benefits of this approach in providing rapid results and unbiased detection must be considered along with the complexity of sample preparation and data analytics, when compared to more traditional methods. When utilized by trained scientific experts, with appropriate computational resources, the MinION sequencing device is a useful tool for field-based pathogen detection in mixed samples.

References

  1. Int J Mycobacteriol. 2016 Dec;5 Suppl 1:S24 [PMID: 28043580]
  2. Sci Rep. 2018 Feb 16;8(1):3159 [PMID: 29453452]
  3. Genome Biol. 2014 Mar 03;15(3):R46 [PMID: 24580807]
  4. Genome Med. 2015 Sep 29;7:99 [PMID: 26416663]
  5. Front Microbiol. 2017 Dec 20;8:2594 [PMID: 29326684]
  6. Microbiome. 2014 Jun 05;2:19 [PMID: 24949196]
  7. Life Sci Space Res (Amst). 2018 Aug;18:80-86 [PMID: 30100151]
  8. Methods Mol Biol. 2018;1838:125-140 [PMID: 30128994]
  9. Gigascience. 2020 Feb 1;9(2): [PMID: 32052832]
  10. Sci Rep. 2018 Jul 19;8(1):10931 [PMID: 30026559]
  11. Sci Rep. 2017 Aug 21;7(1):8345 [PMID: 28827531]
  12. Sci Rep. 2020 Jun 23;10(1):10228 [PMID: 32576848]
  13. Sci Rep. 2020 Mar 20;10(1):5125 [PMID: 32198413]
  14. Microbiome. 2017 Jul 6;5(1):68 [PMID: 28683838]
  15. J Biotechnol. 2017 May 20;250:16-22 [PMID: 27939320]
  16. Microbiome. 2017 May 5;5(1):52 [PMID: 28476139]

MeSH Term

Sequence Analysis, DNA
Nanopore Sequencing
Bacteria
Genome
Gene Library
High-Throughput Nucleotide Sequencing
Nanopores

Word Cloud

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