Insights into the cardioprotective properties of n-3 PUFAs against ischemic heart disease via modulation of the innate immune system
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Ischemic heart disease (IHD) is a major cause of cardiovascular morbidity and mortality worldwide, which is characterized by an imbalance between cardiac oxygen supply and demand predominantly due to obstruction of coronary arteries. Activation of the innate immune system and the consequent inflammatory response plays a role in the pathogenesis of IHD. Where an excessive inflammatory response may contribute to adverse cardiac remodeling and fibrosis, making inflammation an important therapeutic target for improving outcomes of IHD. While there are many discrepancies in the literature, evidence from both bench and clinical research demonstrate important effects of n-3 polyunsaturated fatty acids (n-3 PUFA), eicosapentaenoic acid (EPA) and/or docosahexaenoic acid (DHA), toward IHD. N-3 PUFAs, and their metabolites, have been demonstrated to modulate various components of the immune system, including regulation of chemokines and cytokines, leukocyte chemotaxis and inflammasome formation. In this article, we provide an overview of the role the innate immune system has in IHD and focus on the immunomodulatory effects of n-3 PUFAs and their biologically active metabolites.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it