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Record W2117604223 · doi:10.1002/bip.20619

Microstructural and tensile properties of elastin‐based polypeptides crosslinked with Genipin and pyrroloquinoline quinone

2006· article· en· W2117604223 on OpenAlexaff
S. Vieth, Catherine M. Bellingham, Fred W. Keeley, S. M. Hodge, Dérick Rousseau

Bibliographic record

VenueBiopolymers · 2006
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicConnective tissue disorders research
Canadian institutionsUniversity of TorontoHospital for Sick ChildrenToronto Metropolitan University
Fundersnot available
KeywordsElastinGenipinPyrroloquinoline quinoneChemistryCoacervateUltimate tensile strengthExtracellular matrixAdhesionBiophysicsPolymer chemistryMaterials scienceComposite materialBiochemistryOrganic chemistryEnzymeChitosan

Abstract

fetched live from OpenAlex

Abstract Elastin is an elastomeric, self‐assembling extracellular matrix protein with potential for use in biomaterials applications. Here, we compare the microstructural and tensile properties of the elastin‐based recombinant polypeptide (EP) EP20‐244 crosslinked with either genipin (GP) or pyrroloquinoline quinone (PQQ). Recombinant EP‐based sheets were produced via coacervation and subsequent crosslinking. The micron‐scale topography of the GP‐crosslinked sheets examined with atomic force microscopy revealed the presence of extensive mottling compared with that of the PQQ‐crosslinked sheets, which were comparatively smoother. Confocal microscopy showed that the subsurface porosity in the GP‐crosslinked sheets was much more open. GP‐crosslinked EP‐based sheets exhibited significantly greater tensile strength (P ≤ 0.05). Mechanistically, GP appears to yield a higher crosslink density than PQQ, likely due to its capacity to form short‐range and long‐range crosslinks. In conclusion, GP is able to strongly modulate the microstructural and mechanical properties of elastin‐based polypeptide biomaterials forming membranes with mechanical properties similar to native insoluble elastin. © 2006 Wiley Periodicals, Inc. Biopolymers 85: 199–206, 2007. This article was originally published online as an accepted preprint. The “Published Online” date corresponds to the preprint version. You can request a copy of the preprint by emailing the Biopolymers editorial office at biopolymers@wiley.com

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 head0.009
GPT teacher head0.220
Teacher spread0.212 · 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

Citations61
Published2006
Admission routes1
Has abstractyes

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