Improving Cardiac Resilience to Ischemia/Reperfusion: The Role of Butyrate in Mitochondrial and Metabolic Recovery
Bibliographic record
Abstract
Abstract Background Cardiac transplantation is limited by a persistent shortage of donor organs. While hearts donated after circulatory death (DCD) could expand donors pool, their use is hindered by high rates of primary graft dysfunction (PGD) due to ischemia/reperfusion (I/R)-induced metabolic injury. Here, we investigate the therapeutic potential of the short-chain fatty acid butyrate (BT) to restore metabolic function in cardiomyocytes following I/R. Method Adult human ventricular cardiomyocytes were used for in vitro cell perfusion (IVCP). Following a period of warm ischemia, butyrate (BT) was introduced into a prechilled UW solution to mimic the standard in situ cold flush performed during heart explant. Cells were then reperfused with cultural media for 1h at 37°C, after which both cells and perfusate were harvested for spectrometric metabolite profiling and molecular analyses using standard methods. Results BT reprograms cardiac substrate use from glucose to BT, enhancing mitochondrial oxidative phosphorylation and ATP production, as evidenced by increased lactate clearance and upregulated mitochondrial BT-oxidation enzymes. This metabolic shift restores redox balance by elevating NAD+/NADPH pool and reducing ADP/ATP ratio, while suppressing histone deacetylation and promoting gene expression linked to mitochondrial biogenesis, damage repair, recycling, and turnover via enhanced mitofusion and PINK1/Parkin-mediated mitophagy. BT subsequently reduces mitochondrial ROS, enhances electron transport chain activity, and preserves oxidative phosphorylation, thereby lowering caspase-3/7 activity, preventing apoptosis, and promoting cardiomyocyte metabolic recovery. Conclusion BT restores mitochondrial and metabolic function, preserves ATP synthesis after I/R injury, and mitigates metabolic maladaptation, offering strong potential to improve cardiac viability, graft function, and transplantation outcomes. Graphical abstract Improving Cardiac Resilience to Ischemia/Reperfusion: The Role of Butyrate in Mitochondrial and Metabolic Recovery
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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 | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".