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Record W7036138329

Antimicrobial resistant bacteria detected from imported snails and bottom dwelling fish

2024· dissertation· en· W7036138329 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity Library (University of Saskatchewan) · 2024
Typedissertation
Languageen
FieldAgricultural and Biological Sciences
TopicMediterranean and Iberian flora and fauna
Canadian institutionsnot available
Fundersnot available
KeywordsAntimicrobialAntibiotic resistanceBacteriaPathogenic bacteriaAquacultureSalmonellaFish <Actinopterygii>Fish productsShellfish
DOInot available

Abstract

fetched live from OpenAlex

Food is an important vehicle for the dissemination of antimicrobial-resistant bacteria and genetic elements conferring resistance to antimicrobials of high importance in human medicine. In Canada, CIPARS is the surveillance system for antimicrobial resistance (AMR) in food. This surveillance system has been an important source of information on the status of AMR in food, and the impact of antimicrobial use in producing food animals. However, imported food products are not well represented in this national surveillance program. The objectives of this study were to identify several foodborne indicator bacteria and zoonotic pathogenic bacteria, and characterize resistant elements from imported snails and bottom dwelling fish available to the public. \nImported snail (n = 50) and fish (n = 46) products were purchased from grocery stores in Saskatchewan (Saskatoon and Regina) and Alberta (Edmonton and Calgary). These aquaculture products are not included in the Canadian surveillance program for AMR. In addition, these products were produced in regions of Asia where large volumes of antimicrobials are used. The high antimicrobial use in these areas could be reasonably expected to select for high levels of AMR, with particular concern for resistance to the extended-spectrum cephalosporins and carbapenems.\nStandard culture techniques were used to grow and isolate for important foodborne bacteria, including Salmonella, Escherichia coli and Staphylococcus aureus. Enterobacterales and non-taxa specific bacteria with potential to be extended-spectrum β-lactamase (ESBL) and/or carbapenamase producers were selected by using selective and differential media. Isolates were screened for resistance to a broad panel of antimicrobials by broth-microdilution using commercially prepared media including the β-lactams, aminoglycosides, quinolones, tetracyclines and sulphonamides. Isolates with ESBL or carbapenamese producing phenotypes were subsequently screened for clinically relevant resistance genes.\nSeveral important bacterial pathogens, including E. coli, Enterobacter spp., and S. aureus, were isolated from both snail and fish samples. Escherichia coli was found in 46% of snail samples and 11% of fish samples. BlaCTX-M-55 and blaCTX-M-15 were the most common extended-spectrum β-lactamase genes identified in the E. coli isolates. In Enterobacter spp., genes for CTX-M variants belonging to group 1 and 9 were identified. Plasmid-encoded genes conferring mediated quinolone resistance to quinolone (qnrS, qnrA) were also found to be co-harboured in Enterobacter spp. isolates carrying ESBLs. Several Enterobacter spp. isolates wereobserved to be colistin-resistant, however, a mobilized colistin resistance gene was not identified in this study. All methicillin-resistant S. aureus were isolated from snail samples, and were identified as having multilocus sequence types ST45 and ST188. Methicillin-resistant S. argenteus was also identified from snail samples. Citrobacter spp., Klebsiella pneumoniae and Gram-negative non-fermenters (GNNFs) were isolated from snail samples. The Citrobacter spp. isolates had ESBL phenotypes, but no ESBL genes were identified. A K. pneumoniae isolate with ST1106 obtained from one snail sample carried the blaCTX-M-55 and qnrS genes. Isolated and identified GNNFs with growth on carbapenem-resistant selective media were found to be susceptible to meropenem and several other antimicrobials used as first-line treatments. Salmonella was not detected in any of the snail and fish samples.\nThe results from this study demonstrate that imported snails and fish can be important carriers of antimicrobial resistant bacteria (ARBs) and antimicrobial resistance genes (ARGs) from one country to another. Further study of these food types will be required to recognize the extent of ARBs/ARGs dissemination, and potential link to infections occurring in Canada.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.008
GPT teacher head0.155
Teacher spread0.147 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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