Cytosolic reverse CrAT activity in cardiac tissue: potential importance for fuel selection
Bibliographic record
Abstract
The movement of lipids across mitochondrial membranes represents a rate-limiting step in fatty acid oxidation within the heart. A key regulatory point in this process is flux through carnitine palmitoyltransferase-I (CPT-I), an enzyme located on the outer mitochondrial membrane. Malonyl-CoA (M-CoA) is a naturally occurring inhibitor of CPT-I; therefore, the abundance of M-CoA has long been considered a major regulator of fatty acid oxidation. A recent paper published in the Biochemical Journal by Altamimi et al. (Biochem. J. (2018) 475, 959–976) provides evidence for a novel mechanism to produce M-CoA. Specifically, these authors identified carnitine acetyltransferase within the cytosol and further show that flux in the reverse direction forms acetyl-CoA, which is the necessary substrate for the subsequent synthesis of M-CoA. The elegant study design and intriguing data presented by Altamimi et al. provide further insights into the reciprocal regulation of substrate selection within the heart, with implications for fuel utilization and the development of cardiac diseases.
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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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.007 | 0.005 |
| Insufficient payload (model declined to judge) | 0.003 | 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".