Abstract 13912: 17-Beta-Estradiol Directly Regulates Microtubule Dynamics: New Insights Into Sex-Differences in Right Ventricular Function in Pulmonary Hypertension
Bibliographic record
Abstract
Introduction: Female sex is associated with better right ventricular (RV) function in pulmonary hypertension (PH). The female sex hormone 17-beta-estradiol is postulated to mediate these differences, but the molecular mechanisms underlying these observations are incompletely defined. Interestingly, 17-beta-estradiol induces microtubule depolymerization in cell culture, which may be relevant to RV dysfunction because microtubule remodeling promotes RV dysfunction via dysregulation of junctophilin-2 (MT-JPH2 pathway). We speculate that 17-beta-estradiol modulates the MT-JPH2 pathway and preserves RV function in PH. Methods: Pressure-volume assessments quantified RV function in monocrotaline (MCT) and pulmonary artery-banded (PAB) rats. Immunoblots quantified the tubulin and junctophilin-2 protein content in RV extracts. Echocardiography quantified RV function by RV fractional area change for 379 human PH patients. Sedimentation experiments, fluorescence-based polymerization assessments, and total internal reflection fluorescence (TIRF) microscopy examined the effects of 17-beta-estradiol on microtubules. Results: Female sex results in better RV function and less dysregulation of the MT-JPH2 pathway in both MCT and PAB rats. Moreover, in human PH, female sex was associated with better RV function, which persisted after adjusting for afterload. 17-beta-estradiol inhibited microtubule polymerization in vitro and TIRF microscopy showed 17-beta-estradiol localized to microtubule tips and prevented further microtubule polymerization. Conclusions: Preclinical and human studies show that females are better able to tolerate RV pressure overload. There are blunted microtubule-mediated t-tubule remodeling and preserved RV function in female MCT and PAB rats. In human PH, females have better RV function. These findings may be due to 17-beta-estradiol directly regulating microtubule dynamics as shown by sedimentation and polymerization assays and TIRF microscopy. These results provide additional insights into sex-differences in RV function in PH.
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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 | 0.000 | 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) | 0.006 | 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".