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Record W2901889423 · doi:10.2337/db18-0788

Posttransplant Characterization of Long-term Functional hESC-Derived Pancreatic Endoderm Grafts

2018· letter· en· W2901889423 on OpenAlexafffund
Andrew R. Pepper, Antonio Bruni, Rena Pawlick, Doug O’Gorman, Tatsuya Kin, Aducio Thiesen, A. M. James Shapiro

Bibliographic record

VenueDiabetes · 2018
Typeletter
Languageen
FieldMedicine
TopicPancreatic function and diabetes
Canadian institutionsUniversity of Alberta
FundersCanadian Institutes of Health Research
KeywordsIsletTransplantationEndocrinologyIn vivoInternal medicineEx vivoEndodermEnteroendocrine cellEpitheliumInsulinMedicinePancreatic isletsGlucose tolerance testEndocrine systemBiologyEmbryonic stem cellPathologyInsulin resistanceHormone

Abstract

fetched live from OpenAlex

The paucity of human donors limits broadened application of β-cell replacement therapy. Insulin-producing cells derived from human embryonic stem cells (hESCs) have recently been investigated clinically as a feasible surrogate to primary tissue. Herein, we examine the long-term efficacy of hESC-derived pancreatic endoderm cells (PECs) to maintain normoglycemia posttransplant and characterize the phenotype of the PEC grafts. Mice with chemically induced diabetes were transplanted with PECs into the subcutaneous device-less site. Transplant function was assessed through nonfasting blood glucose measurements, intraperitoneal glucose tolerance testing (IPGTT), and human C-peptide secretion for 517 days. Explanted grafts were assessed for ex vivo function and immunohistochemically. All PEC recipients (n = 8) maintained normoglycemia until graft retrieval. IPGTTs at 365 and 517 days posttransplant did not differ (P > 0.05), however, both demonstrated superior glucose clearance compared with nondiabetic and transplant controls (P < 0.001). Serum C-peptide levels demonstrated significant glucose responsiveness (fasted vs. stimulated) (P < 0.01). Small intragraft cysts were palpable in all mice, which resolved but recurred after aspiration. Cysts showed monomorphic neuroendocrine proliferation and lined by ductal epithelium. Explanted grafts demonstrated similar insulin secretory capacity as human islets and stained positively for endocrine cells. Our results demonstrate the ability of PECs to differentiate in vivo and restore glycemic control while confirming minimal proliferation and absence of neoplastic change within the grafts during the time evaluated.

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 score0.005

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 integrity0.0000.001
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 head0.021
GPT teacher head0.228
Teacher spread0.207 · 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

Citations35
Published2018
Admission routes2
Has abstractyes

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