Abstract 10909: A Novel ATP Citrate Lyase-Dependent Metabolic-Transcriptional Axis in Pulmonary Arterial Hypertension
Bibliographic record
Abstract
INTRODUCTION: Pulmonary arterial hypertension (PAH) is characterized by enhanced pulmonary artery smooth muscle (PASMC) proliferation and suppressed apoptosis. In cancer, the sustainability of this phenotype required metabolic adaptation (Warburg effect / lipid synthesis) influencing chromatin structure and gene expression. By producing Acetyl coA the ATP Citrate Lyase (ACLY) has emerged as a key player in cancer by favoring Warburg effect, lipid synthesis and histone acetylation. We hypothesized that ACLY is upregulated in PAH and supports PAH-PASMC proliferation and contributes to PA remodelling. METHODS/RESULTS: The implication of ACLY in PAH was demonstrated by 1) an upregulation (n=10 p<0.05) of its expression, activation (P-ACLY) and nuclear localization in human PAH lungs, PASMCs and experimental PAH models (sugen/hypoxia, Su/Hx rats and mice) compared to control (immunoblot/immunofluorescence); 2) mice with ACLY deleted in SMCs did not develop Su/Hx-induced PA remodelling and PAH (n=20 p<0.05). Mechanistically, ACLY inhibition (siRNA/BMS) decreased proliferation (Ki67/PCNA) and increased apoptosis (AnnexinV / Survivin) in PAH-PASMCs (n=8 p<0.05). These effects were associated with the inhibition of multiple genes linked to cell cycle, metabolism and lipid synthesis (RNAseq p<0.05 n=6) leading to a decrease (p<0.05) in Warburg effect (LDH, PKM2, P-PDH) and an increase in OCR/ECAR (seahorse). These findings were coupled with an inhibition of the histone acetyl-transferase P300 and histones H3/H4 acetylation. Motif enrichment analyses of transcriptomic datasets identified NFY, NFAT and FOXM1 (all involved in PAH and P300 regulated) as putative transcription factors implicated in ACLY-dependent gene regulation in PAH. This will be confirmed by CHIPseq/ATACseq. In vivo, effects of ACLY inhibitors (BMS/ETC1002) were assessed in rats with Su/Hx-PAH. Both decreased PA pressure, resistance, wall thickness and improved right ventricular functions (n=20; p<0.05) (Echo/catheterization). CONCLUSION: We uncovered a novel ACLY-dependent metabolic-transcriptional axis explaining how PASMCs proliferate and survive in PAH. ACLY inhibition is an attractive therapeutic strategy to improve PAH as ETC1002 is clinically advanced.
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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) | 0.000 | 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) | 0.008 | 0.002 |
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".