Abstract 19386: The Mitochondrial Deacetylase Sirtuin 3 (sirt3) is Important in the Pathogenesis of Both Pulmonary Hypertension and Pulmonary Fibrosis: Potential for an “Overlap Syndrome” and a Common Therapy?
Bibliographic record
Abstract
Introduction: Pulmonary arterial hypertension (PAH) is often associated with interstitial lung disease, like idiopathic pulmonary fibrosis (IPF). IPF pulmonary fibroblasts have a very similar pro-proliferative and anti-apoptotic phenotype similar to PAH vascular smooth muscle cells (SMC). As this phenotype is often associated with a cancer-like mitochondrial suppression, we hypothesized that a common mitochondria abnormality may underlie both PAH and IPF. We speculated that the loss of the mitochondrial deacetylase Sirt3, which we recently showed promotes PAH, will also promote IPF. Results: SIRT3 expression was decreased in human IPF-PH lungs (transplant recipients, n=7) and in Sirt3 wild type (Sirt3WT)+ bleomycin BLEO lungs (n=15 for each) and fibroblasts compared to healthy lungs (unused transplant tissue, n=3) and Sirt3WT. Sirt3 knockout (Sirt3KO) fibroblasts, like Sirt3WT+BLEO, had decreased mitochondrial function assessed by decreased pyruvate dehydrogenase activity, decreased respiration (Seahorse Assay) and increased mitochondrial membrane potential (TMRM dye in live cell imaging). Sirt3KO and Sirt3WT+BLEO fibroblasts had increased collagen production and smooth muscle actin expression (immunoblot). All of these findings are very similar to those in pulmonary artery SMCs from the same Sirt3KO animals, which develop spontaneous PAH. In vivo, Sirt3KO mice treated with BLEO developed worse IPF than Sirt3WT+BLEO (dynamic resistance 2±0.5 vs 1.4±0.2cmH2O.s/mL, dynamic elastance 20±3 vs 38±10cmH2O/mL). Intra-tracheal delivery of an adenovirus overexpressing SIRT3 improved both Sirt3KO+BLEO and Sirt3WT+BLEO compared to GFP-only adenovirus. We have previously showed that the same virus reverses PAH in rodents. Conclusion: Sirt3 downregulation plays an important role in the development of IPF. While the exact mechanisms by which Sirt3 is downregulated remains to be established, this work opens new perspectives for the treatment of IPF. Given the frequent overlap of IPF and pulmonary hypertension in the same patients, our data suggest the intriguing possibility that they both represent aspects of an “overlap syndrome”, which may benefit from similar therapeutic approaches, despite the differences in the “cell of origin”.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.010 | 0.003 |
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".