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Record W4415426910 · doi:10.1016/j.jgar.2025.10.015

Investigating the adjuvant activity of the proline-rich antimicrobial lipopeptide C12-PRP against antimicrobial-resistant veterinary bacterial isolates

2025· article· en· W4415426910 on OpenAlexafffund
Soumya Deo, Aimeen Sharoze, Meerim Esenbekova, Dawn White, Frank Schweizer, Bala Kishan Gorityala, Ayush Kumar

Bibliographic record

VenueJournal of Global Antimicrobial Resistance · 2025
Typearticle
Languageen
FieldImmunology and Microbiology
TopicAntimicrobial Peptides and Activities
Canadian institutionsNewfoundland and Labrador Centre for Applied Health ResearchSt. John’s Health Sciences CentreUniversity of Manitoba
FundersNatural Sciences and Engineering Research Council of CanadaMitacs
KeywordsLipopeptideAdjuvantVirulenceAntimicrobialAntibiotics

Abstract

fetched live from OpenAlex

• A synthetic proline-rich lipopeptide, C 12 -PRP, was tested as an antibiotic adjuvant. • C 12 -PRP enhanced the efficacy of antibiotics against veterinary E. coli isolates. • The mode of action of C 12 -PRP likely involves outer membrane permeabilization. : Farm animals exposed to excessive amounts of antibiotics are reservoirs for antimicrobial-resistance genes and multidrug-resistant bacteria. The goal of this study was to investigate the adjuvant activity of a previously synthesized, proline-rich lipopeptide called C 12 -PRP in combination with various antibiotics against multidrug-resistant E. coli isolated from chicken and cattle. : The microbroth dilution method was used to determine the minimum inhibitory concentration of 10 antibiotics against four E. coli isolates. The adjuvant activity of C 12 -PRP was then tested in combination with the same antibiotics using a checkerboard assay. The best synergistic antibiotic-C 12 -PRP combinations were tested with the most resistant E. coli isolate using the Galleria mellonella insect infection model. A fluorescence-based membrane permeabilization assay was used to investigate a possible mode of action for C 12 -PRP. : The four E. coli isolates showed varying resistance to the antibiotics (0.008 µg/mL to ≥256 µg/mL), and overall, the addition of C 12 -PRP lowered the minimum inhibitory concentration. The two most-potent antibiotic-C 12 -PRP combinations were with novobiocin and erythromycin showing a susceptibility increase of 128-fold and up to 32–fold, respectively. G. mellonella survival was significantly improved when C 12 -PRP was included with novobiocin or erythromycin during treatment of infected larvae. Membrane permeabilization of an E. coli isolate was markedly higher in the presence of C 12 -PRP. : We demonstrated the synergistic ability of C 12 -PRP to enhance antibiotic activity and reduce the virulence of the veterinary E. coli isolates, strengthening the potential promise of this adjuvant candidate as a therapeutic agent for multidrug-resistant bacteria.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.002

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.011
GPT teacher head0.244
Teacher spread0.232 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes2
Has abstractyes

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