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Record W4405115801 · doi:10.1002/adfm.202420652

Ternary Thermosensitive Hydrogel‐Encapsulated Macrolactam Heneicosapeptide Eliminates Epidermal Multidrug‐Resistant Bi‐Microbial Colonization

2024· article· en· W4405115801 on OpenAlexaff
Ping Zeng, Pengfei Zhang, Lanhua Yi, Honglan Wang, Wei Gao, Liang Yao, Lei Zhang, Pu Chen, Kwok‐Yin Wong, Sheng Chen, Sharon Shui Yee Leung, Kin‐Fai Chan

Bibliographic record

VenueAdvanced Functional Materials · 2024
Typearticle
Languageen
FieldImmunology and Microbiology
TopicAntimicrobial Peptides and Activities
Canadian institutionsUniversity of Waterloo
FundersHealth and Medical Research Fund
KeywordsPseudomonas aeruginosaMultiple drug resistanceIn vivoStaphylococcus aureusAntibioticsMicrobiologyHyaluronic acidBacteriaMaterials scienceAntimicrobialPoloxamerAntibacterial activityPeptidePharmacologyMedicineBiologyBiochemistry

Abstract

fetched live from OpenAlex

Abstract Superbug epidemic has rendered antibiotic therapeutics increasingly ineffective. Worse still, there are few applicable medication regimens for polymicrobial infections caused by two or more multidrug‐resistant bacteria. Herein, a panel of antibacterial cyclic peptides are designed and synthesized and the lead compound cyclo‐zp80r shows favorable activities against a broad spectrum of bacteria. Encouragingly, it exhibited a strong bactericidal effect against two important epidermic species Pseudomonas aeruginosa and Staphylococcus aureus for both single‐ and co‐infections. The peptide cyclo‐zp80r is proposed to destroy the membrane structures of both Gram‐negative and Gram‐positive bacteria, inducing a variety of physiological disorders. To better adapt to topical administration of this novel antibacterial agent, a hydrogel formulation consisting of poloxamer 407, poloxamer 188, and hyaluronic acid is optimized. This ternary hydrogel system is able to form in situ gel at skin temperature. Encapsulated peptide molecules are released steadily in both human skin ex vivo model and mouse wound in vivo model to treat bi‐microbial infection. This work systematically investigates the design, synthesis, antibacterial mechanism of a novel cyclic peptide, and its drug delivery strategy for topical wound infection, offering a promising therapeutics to treat multidrug‐resistant polymicrobial wound infections.

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 score0.003

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 head0.008
GPT teacher head0.219
Teacher spread0.211 · 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

Citations5
Published2024
Admission routes1
Has abstractyes

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