Abstract 17430: Targeting DNA Hypermethylation With Hypomethylating Drugs: Implications for Pulmonary Arterial Hypertension
Bibliographic record
Abstract
Introduction: Pulmonary arterial hypertension (PAH) is a lethal vasculopathy characterized by sustained vasoconstriction and remodeling of pulmonary arteries. Excessive proliferation and reduced apoptosis of pulmonary artery smooth muscle cells (PASMCs) contribute to pulmonary artery remodeling, with limited efficacy of current pharmacotherapies. Increased DNA methylation (DNAm) has been implicated in pro-proliferative phenotypes and disease progression in cancer and cardiovascular diseases. Hypothesis: We hypothesized that increased DNAm contributes to the pro-survival phenotype of PAH-PASMCs and that targeting DNA methylation could improve PAH development. Methods and Results: Our study revealed a global increase of DNAm in remodeled pulmonary arteries of human PAH patients and three preclinical models (namely monocrotaline, sugen hypoxia, Fawn hooded rats, p<0.05, immunofluorescence [IF] 5mc/SMA). In vitro, PAH-PASMCs exhibited elevated DNAm levels (IF 5mc, p<0.05), increased expression of DNA methyltransferases (DNMT1, DNMT3a; Western blot [WB], p<0.05), and decreased expression of DNA demethylase (TET2; WB, p<0.05). Consequently, hypomethylating drug Zebularine demonstrated dose-dependent reductions in PAH-PASMC proliferation (WB for surviving, plk1, MCM2; IF ki67, p<0.05) and increased apoptosis (WB for Bax/BCL2; IF annexinV, p<0.05,). Transcriptomic and gene ontology analyses indicated that these effects likely involve the downregulation of biological processes related to the cell cycle and mitosis. In vivo treatment with Zebularine (10 mg/kg, 2 weeks, intraperitoneal injection) improved PAH hemodynamics (e.g., decreased RVSP, vascular resistances, p<0.05), decreased PASMC methylation (IF 5mc/SMA, p<0.05) and proliferation (IF ki67/SMA, p<0.05), and mitigated adverse pulmonary vascular remodeling in two rodent models of the disease (monocrotaline and sugen hypoxia). Statistics: unpaired t test (2 groups), ANOVA (> 2 groups). Conclusions: Our findings demonstrate an association between increased DNA methylation and PAH development. Targeting DNAm represents a potential therapeutic avenue for PAH, as evidenced by the beneficial effects of Zebularine in improving PAH-related phenotypes.
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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 | 0.001 | 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".