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In This Article

  • Summary
  • Abstract
  • Introduction
  • Protocol
  • Representative Results
  • Discussion
  • Acknowledgements
  • Materials
  • References
  • Reprints and Permissions

Summary

The feasibility of whole-genome sequencing (WGS) strategies using benchtop instruments has simplified the genome interrogation of every microbe of public health relevance in a lab setting. A methodological adaptation of the workflow for bacterial WGS is described and a bioinformatics pipeline for analysis is also presented.

Abstract

Aquaculture is one of the fastest-growing food-producing sectors worldwide and tilapia (Oreochromis spp.) farming constitutes the major freshwater fish variety cultured. Because aquaculture practices are susceptible to microbial contamination derived from anthropogenic sources, extensive antibiotic usage is needed, leading to aquaculture systems becoming an important source of antibiotic-resistant and pathogenic bacteria of clinical relevance such as Escherichia coli (E. coli). Here, the antimicrobial resistance, virulence, and mobilome features of a pathogenic E. coli strain, recovered from inland farmed Oreochromis spp., were elucidated through whole-genome sequencing (WGS) and in silico analysis. Antimicrobial susceptibility testing (AST) and WGS were performed. Furthermore, phylogenetic group, serotype, multilocus sequence typing (MLST), acquired antimicrobial resistance, virulence, plasmid, and prophage content were determined using diverse available web tools. The E. coli isolate only exhibited intermediate susceptibility to ampicillin and was characterized as ONT:H21-B1-ST40 strain by WGS-based typing. Although only a single antimicrobial resistance-related gene was detected [mdf(A)], several virulence-associated genes (VAGs) from the atypical enteropathogenic E. coli (aEPEC) pathotype were identified. Additionally, the cargo of plasmid replicons from large plasmid groups and 18 prophage-associated regions were detected. In conclusion, the WGS characterization of an aEPEC isolate, recovered from a fish farm in Sinaloa, Mexico, allows insights into its pathogenic potential and the possible human health risk of consuming raw aquacultural products. It is necessary to exploit next-generation sequencing (NGS) techniques for studying environmental microorganisms and to adopt a one health framework to learn how health issues originate.

Introduction

Aquaculture is one of the fastest-growing food-producing sectors worldwide, and its production practices are intended to satisfy the rising food demand for human consumption. Global aquaculture production has tripled from 34 million tonnes (Mt) in 1997 to 112 Mt in 20171. The main species groups, contributing to nearly 75% of the production, were seaweed, carps, bivalves, catfish, and tilapia (Oreochromis spp.)1. However, the appearance of diseases caused by microbial entities is unavoidable because of intensive fish farming, leading to potential economic losses2.

Protocol

NOTE: The E. coli strain ACM5 was recovered by processing and culturing the fish sample for fecal coliform (FC) determination12. During the fish sampling, fish did not show clinical signs of disease, bacterial, or fungal infection, and a mean temperature of 22.3 °C prevailed. After isolation, the E. coli isolate was subjected to biochemical testing and cryopreserved in brain heart infusion (BHI) broth with DMSO (8% v/v) as a cryoprotective agent.

Representative Results

The antimicrobial susceptibility was determined by the disk diffusion method and interpreted by CLSI breakpoint criteria for 12 antibiotics spanning six distinct antimicrobial classes, that is, aminoglycosides, β-lactams, fluoroquinolones, nitrofurans, phenicols, and folate pathway antagonists. The E. coli ACM5 exhibited sensitivity to all antibiotics except one β-lactam drug. Four β-lactam drugs were tested: ampicillin, carbenicillin, cephalothin, and cefotaxime. Among these, a 14 mm inhibition h.......

Discussion

This study presents an adaptation of the bacterial WGS workflow using a benchtop sequencer and a pipeline for genomic characterization of a pathogenic E. coli variant. Depending on the sequencing platform used, the turnaround times (TATs) for wet laboratory procedures (bacterial culturing, gDNA extraction, library preparation, and sequencing) and sequence analysis could vary, particularly if slow-growing bacteria are studied. Following the protocol for WGS described above, the TAT was within 4 days, which is com.......

Acknowledgements

To the National Council of Science and Technology of Mexico (CONACyT by its acronym in Spanish) for the Doctoral scholarship awarded to José Antonio Magaña-Lizárraga [No. 481143].

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Materials

NameCompanyCatalog NumberComments
Accublock Mini digital dry bathLabnetD0100Dry bath for incubation of tubes
Agencourt AMPure XPBeckman CoulterA63881Magnetic beads in solution for DNA library purification
DeNovix DS-11DeNovix Inc.UV-Vis spectophotometer to check the quality of the gDNA extracted
DNA LoBind TubesEppendorf00301084181.5 mL PCR tubes for DNA library pooling
DynaMag-2 MagnetInvitrogen, Thermo Fisher Scientific12321DMagnetic microtube rack used during magnetic beads-based DNA purification
Gram-negative Multibac I.D.Diagnostic reseach (Mexico)PT-35Commercial standard antibiotic disks for antimicrobial susceptibility testing
MiniSeq Mid Output Kit (300-cycles)IlluminaFC-420-1004Reagent cartdrige for paired-end sequencing (2x150)
MiniSeq System InstrumentIlluminaSY-420-1001Benchtop sequencer used for Next-generation sequencing
MiniSpin centrifugeEppendorf5452000816Standard centrifuge for tubes
Nextera XT DNA Library Preparation KitIlluminaFC-131-1024Reagents to perform DNA libraries for sequencing. Includes Box 1 and Box 2 reagents for 24 samples
Nextera XT Index Kit v2IlluminaFC-131-2001, FC-131-2002, FC-131-2003, FC-131-2004Index set A, B, C, D
PhiX Control v3IlluminaFC-110-3001DNA library control for sequencing
Precision waterbathLabCare America51221081Water bath shaker used for bacterial culture
Qubit 1X dsDNA HS Assay KitInvitrogen, Thermo Fisher ScientificQ33231Reagents for fluorescence-based DNA quantification assay
Qubit 2.0 FluorometerInvitrogen, Thermo Fisher ScientificQ32866Fluorometer used for fluorescence assay 
Qubit Assay tubesInvitrogen, Thermo Fisher ScientificQ328560.5 mL PCR tubes for fluorescence-based DNA quantification assay 
SimpliAmp Thermal CyclerApplied Biosystems, Thermo Fisher ScientificA24811Thermocycler used for DNA library amplification
Spectronic GENESYS 10 VisThermo335900Spectophotometer used for bacterial suspension in antimicrobial susceptibility testing
ZymoBIOMICS DNA Miniprep KitZymo Research Inc.D4300Kit for genomic DNA extraction (50 preps)

References

  1. Naylor, R. L., et al. A 20-year retrospective review of global aquaculture. Nature. 591 (7851), 551-563 (2021).
  2. Quesada, S. P., Paschoal, J. A. R., Reyes, F. G. R. Considerat....

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Whole genome SequencingWGSAntimicrobial ResistancePathogenic Escherichia ColiOreochromis Spp FarmsNext generation SequencingDNA ExtractionTagmentationIndexingPCRMagnetic Bead Purification

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