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Record W2883722976 · doi:10.1002/adbi.201800113

Shear Containment of BDNF within Molecular Hydrogels Promotes Human Stem Cell Engraftment and Postinfarction Remodeling in Stroke

2018· article· en· W2883722976 on OpenAlexfundno aff
David R. Nisbet, Tingyi Wang, Kiara F. Bruggeman, Jonathan C. Niclis, Fahad Somaa, Vanessa Penna, Cameron J. Hunt, Yi Wang, Jessica A. Kauhausen, Richard J. Williams, Lachlan H. Thompson, Clare L. Parish

Bibliographic record

VenueAdvanced Biosystems · 2018
Typearticle
Languageen
FieldNeuroscience
TopicNerve injury and regeneration
Canadian institutionsnot available
FundersAustralian Research CouncilNational Health and Medical Research CouncilState Government of VictoriaNatural Sciences and Engineering Research Council of CanadaMedical Research CouncilCass FoundationSylvia and Charles Viertel Charitable Foundation
KeywordsSelf-healing hydrogelsNeural stem cellNeurotrophic factorsStem cellProgenitor cellCell biologyBrain-derived neurotrophic factorBiomedical engineeringEmbryonic stem cellTissue engineeringChemistryMedicineBiologyReceptorBiochemistry

Abstract

fetched live from OpenAlex

Abstract Improved control over spatiotemporal delivery of growth factors is needed to enhance tissue repair. Current methods are limited–requiring invasive procedures, poor tissue targeting, and/or limited control over dosage and duration. Incorporation into implantable biomaterials enables stabilized delivery and avoids burst release/fluctuating doses. Here, the physical forces of fibrils formed by self‐assembly of epitope‐containing peptides are exploited. This biomimetic hydrogel is loaded with neurotrophic factor BDNF via a shear‐induced gel–solution transition, unique to noncovalent hydrogels. This results in a biomaterial with three desirable features: a nanofibrillar scaffold, presentation of a laminin epitope, and slow release of BDNF. In a stroke‐injury model, synergistic actions of this trimodal strategy on the integration of transplanted human neural progenitor cells, and protection of peri‐infarct tissue are identified. These BDNF‐functionalized hydrogels promote the integration of transplanted human embryonic stem cell–derived neural progenitors–resulting in larger grafts with greater cortical differentiation, appropriate for neuronal replacement. Furthermore, BDNF promotes the infiltration of host endothelial cells into the graft to augment vascularization of the graft, and adjacent penumbra tissue. These findings demonstrate the benefits of multifaceted tissue‐specific hydrogels to provide biomimetics of the host tissue, while sustain protein delivery, to promote endogenous and graft‐derived tissue repair.

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 score0.004
Threshold uncertainty score0.495

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 head0.017
GPT teacher head0.262
Teacher spread0.245 · 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

Citations33
Published2018
Admission routes1
Has abstractyes

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