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Record W4399690269 · doi:10.2337/db24-226-or

226-OR: Immunoprivileged Hydrogels Recover Normoglycemia for Extended Duration in Immunocompetent Diabetic Animals

2024· article· en· W4399690269 on OpenAlexaff
Harald D. H. Stöver

Bibliographic record

VenueDiabetes · 2024
Typearticle
Languageen
FieldMedicine
TopicPancreatic function and diabetes
Canadian institutionsTD Bank Group
Fundersnot available
KeywordsIsletSelf-healing hydrogelsIn vivoImmunosuppressionTransplantationImmune systemIn vitroStreptozotocinMedicineDiabetes mellitusImmunologyAndrologyInternal medicineEndocrinologyChemistryBiologyBiochemistry

Abstract

fetched live from OpenAlex

Introduction & Objective: The application of current islet cell transplantation is limited by the need for systemic immune suppression. Physically immuno-protective hydrogels offer a route to allogenic islet transplants. To assess the functionality of islets encapsulated in our proprietary synthetic hydrogels, we assessed in hydrogel robustness and islet function both in vitro and in immunocompetent diabetic animals, without any immunosuppression. Methods: Rat and human donor islets were encapsulated in next generation shape-agnostic hydrogels and implanted in the peritoneal space of streptozotocin (STZ)-induced diabetic immunocompetent mice and rats to assess islet functionality over time through measurement of blood glucose, C-peptide, and HbA1c. The effect of islet loading and islet density was assessed in vitro and in vivo. Results: Hydrogels successfully excluded IgG, maintained good islet function in vitro and showed visible blood vessels early post-implant. Encapsulated rat islets demonstrated rapid and sustained blood glucose control for 140+ days in immunocompetent mice and for 110+ days in immunocompetent rats. Our hydrogels also extended human donor islet function in mice, Yorkshire pigs and Gottingen minipigs, as indicated by reduced blood glucose and increased C-peptide and HbA1c levels. We noticed a dose-dependent effect on in vivo function, despite similar in vitro GSIS indices. When explanted from mice, rats or pigs, the encapsulated islets had indicators of good function and viability; and our hydrogels had no-to-minimal tissue response, as well as good robustness and integrity. Conclusion: Our proprietary, retrievable hydrogels showed strong immune protection for both allogenic and xenogeneic transplantation, without any immunosuppression. We are currently scaling to therapeutic doses in large animals, in pursuit of a curative therapy based on an optimal balance of Islet protection and functionality. Disclosure H. Stover: None. Funding JDRF (2-IND-2023-1449-I-X)

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 score0.003
Threshold uncertainty score0.009

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)0.0030.001

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 head0.016
GPT teacher head0.272
Teacher spread0.255 · 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

Citations1
Published2024
Admission routes1
Has abstractyes

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