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Record W4414039074 · doi:10.33696/pathology.6.057

The Presence, Origins and Potential Role of Bi-hormonal Endocrine Cells Within the Pancreatic Islets of Langerhans

2025· article· en· W4414039074 on OpenAlexfundno aff
David Hill

Bibliographic record

VenueJournal of Experimental Pathology · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
Topicmelanin and skin pigmentation
Canadian institutionsnot available
FundersCanadian Institutes of Health ResearchLawson Foundation
KeywordsEndocrine systemHormoneEnteroendocrine cellPancreatic isletsIsletEndocrinologyPancreasInternal medicineBiologyInsulinMedicine

Abstract

fetched live from OpenAlex

The pancreatic islets of Langerhans contain a minority of endocrine cells that contain more than one hormone: predominantly combinations of glucagon, insulin and somatostatin. A recent paper from our laboratory examined the ontogeny of such cells in the human pancreas and found that they persisted throughout the lifespan but altered in relative abundance with age. Glucagon/insulin bi-hormonal cell number significantly increased with age whilst insulin/somatostatin and glucagon/somatostatin cells significantly decreased. Building on that study here we explore the possible origins and physiological role of bi-hormonal cells within the endocrine pancreas. During pancreas development in utero mono-hormonal endocrine cell lineages are defined by distinct signatures of transcription factor expression. Insufficient or inappropriately timed expression in sub-populations of endocrine cell progenitors may fail to suppress genes normally restricted to other endocrine cell types, resulting in residual populations of bi-hormonal cells. These have been identified postnatally by single cell transcriptomic or proteomic analysis and do not appear to have a metabolic role distinct from that of mono-hormonal cells. However, during hyperglycemic stress bi-hormonal cell sub-populations can proliferate and transdifferentiate into new beta-cells capable of glucose-stimulated insulin release. Transdifferentiation is reversible and in both type 1 and 2 diabetes some beta-cells can dedifferentiate to form hormone-null cells or alpha-cells. Thus, current evidence suggests that diverse phenotypic pools of endocrine cell phenotypes are retained within the islets into adult life that can undergo lineage changes in response to metabolic demand. There is preliminary evidence that these pathways can be therapeutically manipulated.

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: Observational · Consensus signal: none
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 communication0.0010.001
Open science0.0000.001
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 head0.004
GPT teacher head0.256
Teacher spread0.251 · 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 designObservational
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

Citations0
Published2025
Admission routes1
Has abstractyes

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