Methylation of histone H3 lysine 4 is required for maintenance of beta cell function in adult mice
Bibliographic record
Abstract
Abstract Pancreatic β-cells control glucose homeostasis via regulated production and secretion of insulin. This function arises from a highly specialized gene expression program which is established during development and then sustained, with limited flexibility, in terminally differentiated β-cells. Dysregulation of this program is seen in type 2 diabetes (T2D) but mechanisms that preserve gene expression or underlie its dysregulation in mature β-cells are not well resolved. Here we show that trithorax group-dependent histone H3 lysine 4 trimethylation (H3K4me3) maintains expression of genes important for insulin biosynthesis and glucose-responsiveness in β-cells. Transcriptional changes in H3K4me3-deficient β-cells lead to severe hyperglycemia in adult mice. We show that H3K4me3 deficiency leads to a less active and more repressed epigenome profile, which locally correlates with gene expression deficits but does not globally reduce gene expression. Instead, developmentally regulated genes and genes in weakly active or suppressed states particularly rely on H3K4 methylation. We then show that H3K4me3 is re-organized in diabetic Lepr db/db mouse islets in favour of weakly active and disallowed genes at the expense of terminal β-cell markers with broad H3K4me3 peaks. Our results point to key roles of H3K4me3 in maintaining mature β-cell function and establishing a dysfunctional transcriptome in diabetic islets.
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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 | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 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".