Role for Runt-related Transcription Factor 2 in Proliferative and Calcified Vascular Lesions in Pulmonary Arterial Hypertension
Bibliographic record
Abstract
RATIONALE: Pulmonary arterial hypertension (PAH) is characterized by excessive proliferation of pulmonary artery smooth muscle cells (PASMCs). This is sustained in time by the down-regulation of microRNA (miR)-204. In systemic vascular diseases, reduced miR-204 expression promotes vascular biomineralization by augmenting the expression of the transcription factor Runt-related transcription factor 2 (RUNX2). Implication of RUNX2 in PAH-related vascular remodeling and presence of calcified lesions in PAH remain unexplored. OBJECTIVES: We hypothesized that RUNX2 is up-regulated in lungs of patients with PAH, contributing to vascular remodeling and calcium-related biomineralization. METHODS: We harvested human lung tissues in which we assessed calcification lesions and RUNX2 expression. We also isolated PASMCs from these tissues for in vitro analyses. Using a bidirectional approach, we investigated the role for RUNX2 in cell proliferation, apoptosis, and calcification capacity. Ectopic delivery of small interfering RNA against RUNX2 was used in an animal model of PAH to evaluate the therapeutic potential of RUNX2 inhibition in this disease. MEASUREMENTS AND MAIN RESULTS: Patients with PAH display features of calcified lesions within the distal pulmonary arteries (PAs). We show that RUNX2 is up-regulated in lungs, distal PAs, and primary cultured human PASMCs isolated from PAH and compared with patients without PAH. RUNX2 expression histologically correlates with vascular remodeling and calcification. Using in vitro gain- and loss-of-function approaches, we mechanistically demonstrate that miR-204 diminution promotes RUNX2 up-regulation and that sustained RUNX2 expression activates hypoxia-inducible factor-1α, leading to aberrant proliferation, resistance to apoptosis, and subsequent transdifferentiation of PAH-PASMCs into osteoblast-like cells. In the PAH Sugen/hypoxia rat model, molecular RUNX2 inhibition reduces PA remodeling and prevents calcification, thus improving pulmonary hemodynamic parameters and right ventricular function. CONCLUSIONS: RUNX2 plays a pivotal role in the pathogenesis of PAH, contributing to the development of proliferative and calcified PA lesions. Inhibition of RUNX2 may therefore represent an attractive therapeutic strategy for PAH.
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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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".