Evidence map›Paper›PMID 42318923›Full record

ArticleThe Journal of antimicrobial chemotherapy2026

High-resolution characterization of the temporal and spatial distribution of antimicrobial resistance in Escherichia coli from pigs.

Sam Abraham, Zheng Zhou Lee, David Jordan, Marc Stegger, André Becker S Saidenberg, Kittitat Lugsomya, Terence Lee, Shewli Mukerji, Lance Price, Kim Nairn and 1 more

Abstract read
In one paragraph

Article in The Journal of antimicrobial chemotherapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Sam AbrahamCentre for Biosecurity and One Health, Harry Butler Institute, Murdoch University, 90 South Street, Murdoch, Western Australia 6150, Australia.ORCID 0000-0003-0950-2317
Zheng Zhou LeeCentre for Biosecurity and One Health, Harry Butler Institute, Murdoch University, 90 South Street, Murdoch, Western Australia 6150, Australia.
David JordanCentre for Biosecurity and One Health, Harry Butler Institute, Murdoch University, 90 South Street, Murdoch, Western Australia 6150, Australia.
Marc SteggerCentre for Biosecurity and One Health, Harry Butler Institute, Murdoch University, 90 South Street, Murdoch, Western Australia 6150, Australia.
André Becker S SaidenbergDepartment of Sequencing and Bioinformatics, Statens Serum Institut, 5 Artillerivej, Copenhagen S DK-2300, Denmark.
Kittitat LugsomyaAntimicrobial Resistance and Infectious Diseases Laboratory, School of Medical, Molecular and Forensic Sciences, Murdoch University, 90 South Street, Murdoch, Western Australia 6150, Australia.ORCID 0000-0002-1737-4952
Terence LeeCentre for Biosecurity and One Health, Harry Butler Institute, Murdoch University, 90 South Street, Murdoch, Western Australia 6150, Australia.
Shewli MukerjiCentre for Biosecurity and One Health, Harry Butler Institute, Murdoch University, 90 South Street, Murdoch, Western Australia 6150, Australia.
Lance PriceDepartment of Sequencing and Bioinformatics, Statens Serum Institut, 5 Artillerivej, Copenhagen S DK-2300, Denmark.
Kim NairnPortec Veterinary Services, 1/8 Tomlinson Rd, Welshpool, Western Australia 6106, Australia.
Rebecca J AbrahamCentre for Biosecurity and One Health, Harry Butler Institute, Murdoch University, 90 South Street, Murdoch, Western Australia 6150, Australia.

Funding

Australian Government's Rural R&D for Profit program RnD4Profit-16-03-012Australian Pork Limited APL: 2017/2240.01Australian Pork Limited APL: 2019/0005WA Near Miss Fellowship through the Future Health Research and Innovation Fund (FHRI) WANMA/EL2022/10
6 · The paper itself

Abstract

objectivesLivestock are recognized reservoirs of antimicrobial resistance (AMR). However, current surveillance often overlooks key ecological aspects such as spatial-temporal patterns and quantification of shedding levels of resistant bacteria. In particular, early detection of low-level shedding of resistance to critically important antimicrobials (CIAs), including extended-spectrum cephalosporins (ESCs) and fluoroquinolones (FQs), remains limited. Using commensal Escherichia coli as an indicator, we applied a high-throughput Robotic Antimicrobial Susceptibility Platform (RASP) to assess phenotypic resistance in isolates from 900 samples collected across 10 pig herds over 3 years.

methodsQuantitative assessments of antimicrobial resistance (cfu/g) were performed using selective agars containing antimicrobials, with plating and data capture (colony counting) automated on the RASP. Broth microdilution and whole-genome sequencing were performed on CIA-R E. coli using RASP.

resultsPersistent resistance to ampicillin and tetracycline (∼5.8 log10 cfu/g) showed minimal variation between herds and years. Gentamicin resistance declined significantly (-0.23 log10 cfu/g/year, P < 0.0001), while ESC resistance rose significantly (0.16 log10 cfu/g/year, P = 0.015), although some herds showed no ESC shedding. Ciprofloxacin resistance was detected in 58% of samples but generally at lower levels (∼2.1 log10 cfu/g) with herd-level variability. Genomic analysis identified FQ-resistant sequence types ST744 and ST167 with global phylogenetic links, and ESC resistance was associated with blaCTX-M-1 on IncI1 plasmids.

conclusionsThese findings reveal the ecological complexity of AMR in livestock and highlight limitations of standard surveillance in detecting rare resistances. Our study demonstrates how high-throughput robotics integrated with robust field design can enhance AMR monitoring and inform One Health strategies for mitigation.

Indexed as

Anti-Bacterial AgentsDrug Resistance, BacterialEscherichia coliEscherichia coli InfectionsAnimalsFecesMicrobial Sensitivity TestsSpatio-Temporal AnalysisSwineWhole Genome SequencingAnti-Bacterial Agents

Identifiers

PMID42318923
PMCPMC13280645

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.