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Antifibrotic Function of Itaconate-Based Degradable Polyester Materials

2025· article· en· W4407633001 on OpenAlexafffund
Zachary S.C.S. Froom, Kyle Medd, Brenden Wheeler, N. Osborne, Christian N. Rempe, Kaitlyn E. Woodworth, Carlie Charron, Locke Davenport Huyer

Bibliographic record

VenueACS Biomaterials Science & Engineering · 2025
Typearticle
Languageen
FieldMaterials Science
TopicFlame retardant materials and properties
Canadian institutionsDalhousie University
FundersCanadian Institutes of Health ResearchResearch Nova ScotiaNatural Sciences and Engineering Research Council of CanadaGovernment of Canada
KeywordsPolyesterMaterials scienceFunction (biology)Polymer scienceComposite materialBiomedical engineeringPolymer chemistryChemical engineeringMedicineEngineeringCell biologyBiology

Abstract

fetched live from OpenAlex

Pathological fibrosis is a chronic disease, characterized by excessive extracellular matrix deposition, that remains a significant global health challenge. Despite its prevalence, current antifibrotic therapies are limited due to the complex interplay and signaling of profibrotic macrophages and fibroblast cells that underlies fibrotic tissue microenvironments. This study investigates a novel approach to combat fibrosis, harnessing the antifibrotic properties of the endogenous metabolite itaconate (IA) to target the pathological activation of the macrophage-fibroblast axis in fibrotic disease. To achieve therapeutic delivery relevant to the chronic nature of fibrotic conditions, we incorporated IA into the backbone of biodegradable polyester polymers, poly(dodecyl itaconate) (poly[IA-DoD]), capable of long-term localized release of IA. Degradation characterization of poly(IA-DoD) revealed that IA, as well as water-soluble IA-containing oligomeric groups, is released in a sustained manner. Treatment of murine bone marrow-derived macrophages and human dermal fibroblasts demonstrated that the degradation products of poly(IA-DoD) effectively modulated profibrotic behavior. Macrophages exposed to the degradation products exhibited reduced profibrotic responses, while fibroblasts showed decreased proliferation and myofibroblast α-smooth muscle actin expression. These findings suggest that poly(IA-DoD) has the potential to disrupt the fibrotic cycle by targeting key cellular players. This polymer-based delivery system offers a promising strategy for the treatment of fibrotic diseases.

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 head0.008
GPT teacher head0.211
Teacher spread0.203 · 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

Citations7
Published2025
Admission routes2
Has abstractyes

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