Peptidylarginine deiminase 2 regulates expression of DGCR8 affecting miRNA biogenesis in gonadotrope cells
Bibliographic record
Abstract
In brief: DGCR8 microprocessor complex, which is important for miRNA biogenesis, is regulated by peptidylarginine deiminase 2 and expression fluctuates in gonadotrope cells across the mouse estrous cycle. Abstract: Canonical miRNA biogenesis requires DGCR8 microprocessor complex subunit, which helps cleave pri-miRNAs into pre-miRNAs. Previous studies found that inhibiting peptidylarginine deiminase (PAD) enzyme activity results in increased DGCR8 expression. PADs are expressed in mouse gonadotrope cells, which play a central role in reproduction by synthesizing and secreting the luteinizing and follicle stimulating hormones. Given this, we tested whether inhibiting PADs alters expression of DGCR8, DROSHA, and DICER in the gonadotrope-derived LβT2 cell line. To test this, LβT2 cells were treated with vehicle or 1 µM pan-PAD inhibitor for 12 h. Our results show that PAD inhibition leads to an increase in DGCR8 mRNA and protein. To corroborate our results, dispersed mouse pituitaries were also treated with 1 µM pan-PAD inhibitor for 12 h which increases DGCR8 expression in gonadotropes. Since PADs epigenetically regulate gene expression, we hypothesized that histone citrullination alters Dgcr8 expression thereby affecting miRNA biogenesis. LβT2 samples were subjected to ChIP using an antibody to citrullinated histone H3, which shows that citrullinated histones are directly associated with Dgcr8. Next, we found that when DGCR8 expression is elevated in LβT2 cells, pri-miR-132 and -212 are reduced, while mature miR-132 and -212 are increased suggesting heightened miRNA biogenesis. In mouse gonadotropes, DGCR8 expression is higher in diestrus as compared to estrus, which is the inverse of PAD2 expression. Supporting this idea, treatment of ovariectomized mice with 17β-estradiol results in an increase in PAD2 expression in gonadotropes with a corresponding decrease in DGCR8. Collectively, our work suggests that PADs regulate DGCR8 expression leading to changes in miRNA biogenesis in gonadotropes.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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 teacher head, 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".