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Record W4384568101 · doi:10.1136/heartjnl-2023-bcs.214

214 How do n3-polyunsaturated fatty acids reduce vascular endothelial dysfunction due to inflammation? a literature review

2023· review· en· W4384568101 on OpenAlexaboutno aff
Rasi Mizori, Malik Takreem Ahmad

Bibliographic record

Venuenot available
Typereview
Languageen
FieldNursing
TopicFatty Acid Research and Health
Canadian institutionsnot available
Fundersnot available
KeywordsPolyunsaturated fatty acidEndothelial dysfunctionInflammationEndotheliumMedicineVasodilationInternal medicineBioinformaticsBiologyBiochemistryFatty acid

Abstract

fetched live from OpenAlex

Background For more than 50 years, there has been an ongoing debate about whether long chain n-3 polyunsaturated fatty acids can be used as therapeutic agents in cardiovascular disease (CVD). Interest in the association between n3-PUFAs and CVD grew when epidemiological studies suggested that within the Greenland Inuit, there is a connection between a high intake of n3-PUFAs and reduced incidence of CVD. Objective The objective of this literature review is to look at literature out there that investigates the correlation between consumption of n3-PUFAs and inflammation. Methodology A literature review was carried out to analyse the effects of an increased intake of n3-PUFAs on vascular endothelial dysfunction. PubMed and SCOPUS were used to search for relevant articles, and abstracts were screened using inclusion criteria of the terms: vascular endothelial dysfunction, inflammation, n3-polyunsaturated fatty acids, polyunsaturated fatty acids, cardiovascular disease. A total of 31 studies were included in the review. Results and discussion: The findings suggest an inversely proportional relationship between n3-PUFA intake and vascular endothelial dysfunction. N3-PUFAs affect the homeostatic production of vasoconstrictive and vasodilatory factors in numerous ways: reducing the production of pro-inflammatory eicosanoids, modulating the expression of certain inflammatory genes, affecting leucocyte chemotaxis and more. Endothelial dysfunction occurs when a damaged endothelium interferes with the balanced production of endothelial factors; hence n3-PUFAs have the potential to play a big role in reducing inflammation and, ultimately endothelial dysfunction. Conclusion By reducing inflammation through the various ways discussed, n3-PUFAs can reduce the incidence of the inflammatory pathway and, hence, decrease the incidence of cardiovascular disease, as seen in the Greenland Eskimo population over half a century ago. Conflict of Interest N/A

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.007
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.009
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0070.008
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0020.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0060.001

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.

Opus teacher head0.050
GPT teacher head0.362
Teacher spread0.311 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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