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Record W4413737947 · doi:10.1021/acsomega.5c05384

Biological Merits and Antibiofilm Mechanisms of Action of a Specially Designed Double-Shelled Microparticle

2025· article· en· W4413737947 on OpenAlexaff
Chao Zhou, Mingming Guo, David C. McGiffin, David M. Kaye, Vinh X. Truong, Changrui Qian, Xenia Kostoulias, Anton Y. Peleg, John S. Forsythe, Timothy F. Scott, Yue Qu

Bibliographic record

VenueACS Omega · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicBacterial biofilms and quorum sensing
Canadian institutionsImpact
FundersMonash University
KeywordsMicroparticleAction (physics)MicrosphereNanotechnologyMaterials scienceChemical engineeringEngineeringPhysics

Abstract

fetched live from OpenAlex

High Resolution Image Download MS PowerPoint Slide We recently fabricated a double-shelled microparticle (DSMP) incorporating a quaternary ammonium compound (QAC) and quinine, which demonstrated promising anti-infective properties. In this study, we aimed to elucidate biological merits and antibiofilm mechanisms of action of the specifically designed DSMP. Antimicrobial activities of the DSMP against 32 Gram-positive clinical isolates and laboratory strains were assessed by determining the minimum inhibitory concentrations (MICs). Antibiofilm efficacies of the DSMP were evaluated by using a tetrazolium salt reduction assay and confocal laser scanning microscopy. The fractional inhibitory concentration index was determined to clarify drug–drug interactions between QAC and quinine. Evolution of DSMP resistance was experimentally assessed by using an adaptive laboratory evolutionary assay. Molecular mechanisms underlying DSMP resistance was investigated by whole genome sequencing. The DSMP demonstrated strong activity against antibiotic-susceptible clinical isolates of Staphylococcus species, Enterococcus faecalis and Enterococcus faecium, with MICs of 4–8 μg/mL, and notable antibiofilm capacities. Weakly positively charged DSMP readily penetrated through the negatively charged biofilm matrix in 3 h and accumulated in biofilm water pores by 24 h, thereby killing biofilm-embedded cells. The copresence of the QAC and quinine demonstrated synergistic effects against Gram-positive bacteria while simultaneously mitigating the development of resistance. Whole-genome sequences revealed genetic mutations in efflux pumps that are associated with cross-resistance to antibiotics and the DSMP components. Co-presence of the QAC and quinine in the DSMP lays the foundation for its antimicrobial and antibiofilm properties against Gram-positive bacteria, allowing the DSMP to maintain efficacy while limiting the development of resistance.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.002
Threshold uncertainty score0.327

Codex and Gemma teacher scores by category

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)0.0000.000

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 head0.022
GPT teacher head0.266
Teacher spread0.244 · 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 teacher head, 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 routes1
Has abstractyes

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