Activity of cefepime/taniborbactam and comparators against whole genome sequenced ertapenem-non-susceptible Enterobacterales clinical isolates: CANWARD 2007–19
Bibliographic record
Abstract
Abstract Objectives This study assessed in vitro activities of cefepime/taniborbactam and comparator antimicrobial agents against ertapenem-non-susceptible Enterobacterales (ENSE) clinical isolates collected from the CANWARD study 2007–19, and associations between MIC and various mechanisms of β-lactam resistance identified using WGS. Methods A total of 179 ENSE (MIC ≥ 1 mg/L) isolates underwent susceptibility testing using reference CLSI broth microdilution. WGS was performed using the Illumina NextSeq platform. Carbapenemases, ESBLs and other β-lactamases were identified using ResFinder 4.0. Alterations in ompC/F and ftsI (PBP3) were identified by comparing extracted sequences to the appropriate NCBI reference gene. Porin alterations were analysed with Provean v1.1.3. Specific alterations of interest in PBP3 included a YRIN or YRIK insertion after P333. Results Cefepime/taniborbactam was highly active (MIC50/MIC90, 0.5/2 mg/L; 177/179 isolates inhibited at ≤ 8 mg/L) against ENSE with various antimicrobial resistance phenotypes. Thirteen (7.3%) of the 179 ENSE isolates demonstrated cefepime/taniborbactam MIC values ≥ 4 mg/L and possessed combinations of β-lactam resistance mechanisms, including a carbapenemase and/or ESBL and/or other β-lactamase genes, as well as alterations in OmpC and/or OmpF and/or PBP3. Of the two Escherichia coli isolates that demonstrated a cefepime/taniborbactam MIC of 32 mg/L, one possessed NDM-5, OXA-181 and TEM-1B, an OmpC alteration and P333_Y334insYRIN in PBP3, while the second contained CTX-M-71, a truncated OmpF and a large alteration in OmpC (F182_R195delinsMTTNGRDDVFE). Conclusions Cefepime/taniborbactam was highly active against ENSE with various antimicrobial resistance phenotypes/genotypes. ENSE isolates with cefepime/taniborbactam MIC values ≥ 4 mg/L possessed combinations of β-lactam resistance mechanisms, including β-lactamase genes, as well as alterations in OmpC and/or OmpF and/or PBP3.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".