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Record W4413448263 · doi:10.1002/adhm.202501648

A Novel Brain Penetrable Nanocarrier Delivers Brain‐Derived Neurotrophic Factor to Treat Alzheimer's Disease

2025· article· en· W4413448263 on OpenAlexaff
Lily Yi Li, Elliya Park, Chunsheng He, Azhar Z. Abbasi, Pei Zhi, Paul E. Fraser, Andrew M. Rauth, Jeffrey T. Henderson, Xiao Yu Wu

Bibliographic record

VenueAdvanced Healthcare Materials · 2025
Typearticle
Languageen
FieldNeuroscience
TopicNerve injury and regeneration
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsNanocarriersNeuroscienceBrain-derived neurotrophic factorNeurotrophic factorsDiseaseAlzheimer's diseaseMedicineBrain diseasePsychologyPharmacologyInternal medicineReceptorDrug

Abstract

fetched live from OpenAlex

Alzheimer's disease (AD) affects over 50 million people worldwide and is the sixth leading cause of death in North America with no cure and limited disease-modifying therapies. Brain-derived neurotrophic factor (BDNF) is a potential therapeutic agent, as it promotes the survival and synaptic plasticity of glutamatergic and GABAergic neurons in brain regions associated with cognitive and emotive decline in AD, and mice lacking BDNF exhibits hippocampal long-term potentiation (LTP) impairment, reversible with recombinant BDNF. However, the poor blood-brain barrier (BBB) permeability and pharmacokinetic properties of BDNF limit its clinical use. To address these limitations, a BDNF nanocarrier system is designed using a novel BBB-permeable terpolymer (TP). This terpolymer-based nanoparticle system (BDNF-TPN) with optimized physiochemical properties protects BDNF in circulation and enables sufficient neuronal delivery of BDNF and neuron survival following Aβ exposure in vitro. The biodistribution and safety of BDNF-TPN are evaluated via imaging, enzyme-linked immunosorbent assay, hematologic, clinical biochemical, immunotoxicity, and histology tests. Biomarker studies demonstrate BDNF-mediated neuroprotective signaling in an APP transgenic mouse model following intravenous injection of BDNF-TPN with reduced apoptosis and neuron inflammation and increased neuronal survival and synaptic plasticity. Improved hippocampal-dependent contextual learning in APP transgenic Alzheimer's mice is observed as determined by fear-conditioning assay following two months of weekly treatments.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
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 score0.005
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.045
GPT teacher head0.335
Teacher spread0.290 · 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.

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

Citations1
Published2025
Admission routes1
Has abstractyes

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