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Record W4413381791 · doi:10.1021/acsabm.5c01243

Self-Assembled Peptide Nanoparticle-Mediated Macrophage Polarization Enhances Anticancer Efficacy of Chemotherapeutics in Triple-Negative Breast Cancer

2025· article· en· W4413381791 on OpenAlexafffund
Adnan Murad Bhayo, Nauman Nazeer, Mukhayyo Sultonova, João A. Paulo, J. Patrick Murphy, Marya Ahmed

Bibliographic record

VenueACS Applied Bio Materials · 2025
Typearticle
Languageen
FieldEngineering
TopicNanoplatforms for cancer theranostics
Canadian institutionsDalhousie UniversityUniversity of Prince Edward Island
FundersCanadian Cancer Society
KeywordsTriple-negative breast cancerPeptideCancer researchBreast cancerMacrophage polarizationMacrophageMedicineCancerChemistryInternal medicineIn vitroBiochemistry

Abstract

fetched live from OpenAlex

Peptide-based self-assembled materials are being investigated as a biodegradable option with various biomedical applications such as drug-delivery carriers and as biosensors. In this study, we report the mechanism of action of a synthetic β-sheet and turn rich macrocyclic host defense peptide that self-assemble in the form of nanoparticles and stimulate naïve and tumor-associated macrophages, resulting in the production of pro-inflammatory mediators in macrophage monoculture and in a macrophage/triple-negative breast cancer (TNBC) coculture model. Our results show that macrocyclic peptide-based nanomaterials termed as mCA4 engage with toll-like receptors of macrophages, activating downstream pathways in both naïve and IL-4-pretreated macrophages, and result in the production of pro-inflammatory mediators by the immune cells. The immunomodulatory potential of mCA4 is highly sequence-specific, and while an inactive analogue prepared by swapping a single amino acid in the peptide chain does not diminish the self-assembly properties of the parent peptide, its impact on the immunomodulatory potential is detrimental. The immunomodulatory potential of mCA4 is further confirmed in macrophage monoculture and in macrophage/TNBC coculture by proteomics and by Western blot analysis. The treatment of macrophage/TNBC coculture with mCA4 and chemotherapeutics enhanced anticancer efficacies of chemotherapeutics, suggesting immuno-adjuvant-like properties of materials for TNBC treatment.

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 head0.005
GPT teacher head0.233
Teacher spread0.228 · 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

Citations2
Published2025
Admission routes2
Has abstractyes

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