321-OR: Deletion of 14-3-3ζ in Pancreatic ß-Cells Increase Mitochondrial Activity and Insulin Secretion
Bibliographic record
Abstract
Pancreatic β-cells continuously sense blood glucose levels and secrete insulin to maintain normoglycemia. In β-cells, ATP generated by glycolysis promotes the closure of ATP-sensitive K+ channels, thereby increasing intracellular calcium and ultimately insulin secretion. 14-3-3 proteins, and in particular 14-3-3ζ, have been found to regulate ATP synthase and mitochondrial respiration, suggesting that members of this family of scaffold proteins in β-cells may influence glucose-stimulated insulin secretion (GSIS) and glucose homeostasis. To date, we have identified critical contributions of 14-3-3 proteins to GSIS. In mouse and human islets, pan-inhibition of 14-3-3 proteins with cell-permeable inhibitors potentiated ex-vivo GSIS. This was associated with increased mitochondrial function, as oxygen consumption and ATP synthesis rates were significantly enhanced. Moreover, increased ATP production was confirmed with luciferase-based assays. Of the seven isoforms, we previously reported critical metabolic roles of 14-3-3ζ in glucose homeostasis, and to understand its role in β-cells, β-cell-specific knockout mice (Ins1CreThor:14-3-3ζfl/fl, β-KO) were generated. When compared to control mice, no differences in body weights or glucose and insulin tolerance were observed, but β-KO mice displayed significantly enhanced insulin secretion following i.p. glucose (2 g/kg), and ex vivo islet perifusion studies revealed enhanced 2nd-phase secretion of GSIS from β-KO islets. Similar to pan-14-3-3 inhibition, increased mitochondrial activity and ATP synthesis were detected in islets of β-KO mice. In summary, these results demonstrate critical functions of 14-3-3ζ and its related proteins in mitochondrial activity in β-cells and the regulation of GSIS. These data also suggest that 14-3-3ζ inhibition may represent a promising target to enhance pancreatic β-cell function in the context of diabetes. Disclosure Y. Mugabo: None. M. Galipeau: None. J. Tan: None. E. Fadzeyeva: None. R. Grygorczyk: None. G.E. Lim: None. Funding Canadian Institutes of Health Research; Canada Research Chairs Program (PJT-153144)
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".