Genomic epidemiology of third-generation cephalosporin-resistant Escherichia coli from companion animals and human infections in Europe
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
In high-income countries, dogs and cats are often considered members of the family. Because of this proximity, it has been suggested that pets and humans might exchange bacterial species from their gut microbiota, with multidrug resistant bacteria being of particular concern. The aim of this study was to compare the genomes of third-generation cephalosporin-resistant (3GC-R) Escherichia coli responsible for human and pet infections in Europe. Whole-genome sequencing data from 3GC-R E. coli isolated from clinical samples of humans, dogs and cats, and published in eight European studies were re-analyzed using bioinformatics tools. The acquired genes responsible for 3GC-R were identified. The sequence type (ST) of all genomes were assessed by multilocus sequence typing. Alpha and beta diversities were measured within and between the two populations. We included genomes of 1327 3GC-R E. coli isolated from humans and animals with 109 (8.2 %) being responsible for infections in dogs and cat, and 1218 (91.8 %) responsible for human infections. Alpha diversity analysis suggested greater diversity within ST and 3GC-R genes in the animal population. Beta diversity analysis by principal coordinate analysis separated animal and human strains. ST131 was more abundant in human strains (43.4 %) than in animal strains (14.7 %) ( p < 0.001). Six STs, including ST372, were identified almost exclusively in 3GC-R E. coli from animal origin. The bla CTX-M-15 gene was more frequent in humans (49.24 %) than in companion animals (17.9 %) ( p < 0.001). The resistance genes bla CMY-2 (30.8 %) and bla CTX-M-1 (15.4 %) were more frequent in E. coli isolated from pets (p < 0.001). We found that populations of 3GC-R E. coli responsible for human and pet infections in Europe do not overlap. Although it cannot rule out occasional transmission of bacteria between pets and humans within a household, it suggests that dogs and cats are not a major source of human infection with this antibiotic-resistant pathogen. • Populations of 3GC-R E. coli responsible for human and pet infections do not overlap. • The bla CTX-M-15 gene was more common in E. coli from humans than from pets. • The bla CMY-2 and bla CTX-M-1 resistance genes were more common in E. coli from pets than from humans. • ST131 E. coli were isolated from human clinical samples more often than clinical samples from pets.
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.
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 | 0.000 |
| 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