Occurrence and characterization of resistance to extended-spectrum cephalosporins mediated by β-lactamase CMY-2 in Salmonella isolated from food-producing animals in Canada
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Resistance of Salmonella to extended-spectrum cephalosporins (ESCs) is being reported with increasing frequency. In humans, infections with Salmonella resistant to ESCs threaten the efficacy of ceftriaxone, the drug of choice for treating salmonellosis in children. To determine the occurrence of resistance to ESCs, we examined 8426 strains isolated from food-producing animals in Canada in 1994–99 for reduced susceptibility or resistance to ceftriaxone. Of the 8 such strains identified (7 from turkeys and 1 from cattle), 5 had reduced susceptibility, and 3 were resistant; 2 were isolated in 1995, 1 was isolated in each of 1996 and 1997, and 4 were isolated in 1999. Isoelectric focusing showed that all 8 isolates produced a β-lactamase with a pI ≥ 9. The strains were resistant to cefoxitin and not inhibited by clavulanic acid. Primers specific for the Citrobacter freundii blaAmpC gene produced the expected product in the polymerase chain reaction. DNA sequencing showed that all isolates possessed the blaCMY-2 gene. Plasmid DNA from all 8 isolates transformed Escherichia coli DH10B, whereas only 1 isolate transferred blaCMY-2 conjugally. All transformants and the transconjugant were resistant to ampicillin, cefoxitin, ceftiofur, cephalothin, streptomycin, sulfisoxazole, and tetracycline. Southern blots of plasmids from the isolates, the transformants, and the transconjugant showed that blaCMY-2 was located on similar-sized plasmids (60 or 90 MDa) in the transformants and the transconjugant. In the S. Typhimurium DT104 and S. Ohio isolates, the floSt gene was found on the same plasmid. Class 1 integrons with the aadB gene cassette were detected in the S. Bredeney isolates but not in their transformants or the transconjugant. Pulsed-field gel electrophoresis and plasmid profiles indicated that both clonal dispersion and horizontal transfer of blaCMY-2 may have caused dissemination of the resistance determinant.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it