Stromal Interaction Molecule 1 Maintains β Cell Identity and Function in Female Mice through Preservation of G Protein-Coupled Estrogen Receptor 1 Signaling
Bibliographic record
Abstract
Summary Loss of pancreatic β cell mass, identity, and function contribute to the development of diabetes. Here, we show that the endoplasmic reticulum (ER) calcium sensor, stromal interaction molecule 1 (STIM1), is critical for the maintenance of β cell function in female mice. When mice with β cell-specific deletion of STIM1 (STIM1Δβ) were challenged with high-fat diet, β cell dysfunction was observed in female, but not male, mice. Impaired glucose tolerance was accompanied by reductions in β cell mass, a concomitant increase in α cell mass, and significant reductions in the expression of markers of β cell maturity, including MafA and UCN3. Mechanistic assays demonstrated that the sexually dimorphic phenotype observed in STIM1Δβ mice was due in part to loss of signaling through the noncanonical 17-β estradiol receptor, GPER1. Together, these data suggest that STIM1 orchestrates pancreatic β cell function and identity through GPER1-mediated estradiol signaling.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.004 | 0.002 |
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".