When the Trojan horse is unable to reach inside the city: investigation of the mechanism of resistance behind the first reported cefiderocol-resistant <i>E. coli</i> in Canada
Bibliographic record
Abstract
ABSTRACT Gram-negative metallo-β-lactamase-producing bacteria can be extremely problematic, especially when found to be extensively drug-resistant (XDR). Cefiderocol is a novel antimicrobial that has been shown to overcome most carbapenemases, with very rare resistance reported to date. Within our institution, two multidrug-resistant and one XDR strains were isolated from a patient who recently emigrated from India. Each isolate underwent whole-genome sequencing to resolve plasmids and determine phylogenetics, strain typing, and mechanisms of resistance. The XDR E. coli was ST167, harbored NDM-5, cirA and PBP3 mutations, consistent with cefiderocol resistance. Our study suggests that the NDM region is required in conjunction with cirA and PBP3 mutations. It is not clear why; however, our study did determine a potential novel iron-transport region unique to the cefiderocol-resistant isolate. This is the first characterized cefiderocol-resistant E.coli reported from Canada. Health centers should be on alert for this clone. IMPORTANCE The development of cefiderocol, a novel siderophore cephalosporin, has provided additional options to the treatment of extensively drug-resistant (XDR) Gram-negative bacteria. Resistance to cefiderocol is poorly understood and only recently described. Here, we describe a case of a patient with recent travel to India harboring three Escherichia coli isolates, one resistant and two susceptible to cefiderocol. Two isolates are highly similar genetically, allowing the mechanism of resistance to be described more closely. The importance of this manuscript contributes both globally to the understanding of cefiderocol resistance in E. coli as well as nationally as this is the first resistant case reported in Canada. This is especially concerning as cefiderocol is not currently approved in Canada. The implications of reporting emerging resistance to new antimicrobials for XDR Gram negatives are impactful to infectious disease specialists, clinical microbiologists, physicians, and public health.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".