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Identification of individuals who benefit from omega-3 fatty acid supplementation to prevent coronary heart disease: a machine-learning analysis of the VITAL

European Journal of Epidemiology(2025)10.1007/s10654-025-01259-0Source: DataRank Database

Identification of individuals who benefit from omega-3 fatty acid supplementation to prevent coronary heart disease: a machine-learning analysis of the VITAL is a research paper published in European Journal of Epidemiology (2025). On theSindex it has a DataRank of 0.

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datarank_citation_only_1hop_v6· scope data_onlyMethodology

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Enrichment:Funding (19 grants)Impact (FWCI 0.00)OA: greenTopics (36)IDs (PubMed, PMC, OpenAlex)Annotations (1)SDGs (1)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (6)

Nancy R. Cook ORCID,Howard D. Sesso ORCID,Samia Mora ORCID,Julie E. Buring ORCID,JoAnn E. Manson ORCID

Live enrichment

PubMed:40569483 PMC:PMC12892195 OpenAlex:https://openalex.org/W4411702565

NIH

Grant: CA138962

NIH

Grant: DK112940

NIH

Grant: R01HL134811

NIH

Grant: K24 HL136852

NIH

Grant: R01HL134168

NIH

Grant: 1R01HL143227

NIH

Grant: R01HL 160799

NHLBI NIH HHS

Grant: R01 HL143227

NCCIH NIH HHS

Grant: R01 AT011729

NIDDK NIH HHS

Grant: R01 DK112940

NCI NIH HHS

Grant: U01 CA138962

NCI NIH HHS

Grant: R01 CA138962

National Institutes of Health

Grant: 5R01HL143227-03

Mediators of Systemic Inflammation and Heart Failure Risk in the Community

National Institutes of Health

Grant: 5R01DK112940-02

Circulating plasma metabolites, diet, and risk of type 2 diabetes

National Institutes of Health

Grant: 3R01HL134811-03S1

Reducing Inflammation for the Prevention of CVD: A Focus on Eicosanoid Pathways

National Institutes of Health

Grant: 7R01HL134168-04

Inflammatory Mediators, Cardiovascular Health, and Longevity in Women

National Institutes of Health

Grant: 5K24HL136852-03

Patient Centered Approaches to Preventing ASCVD Events

National Institutes of Health

Grant: 3R01CA138962-10S1

The VITamin D and OmegA-3 TriaL (VITAL)

National Institutes of Health

Grant: 5R01HL160799-02

Targeting the Active Resolution of Inflammation for Cardiovascular Disease Prevention

FWCI

0.00

Citation Percentile

0.1%

greenLicense: Springer Nature TDM

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC12892195/

publisherhttps://link.springer.com/content/pdf/10.1007/s10654-025-01259-0.pdf

publisherhttps://link.springer.com/article/10.1007/s10654-025-01259-0/fulltext.html

journalhttps://doi.org/10.1007/s10654-025-01259-0

Fields of Study

Fatty Acid Research and HealthMetabolomics and Mass Spectrometry StudiesDiabetes, Cardiovascular Risks, and Lipoproteins03 medical and health sciences0302 clinical medicine

MeSH Terms

Machine LearningAgedCoronary DiseaseFemaleHumansMaleMiddle AgedFatty Acids, Omega-3Dietary Supplements

Keywords

MedicineCoronary heart diseaseEpidemiologyIdentification (biology)DiseasePublic healthInternal medicinePathologyRandomized controlled trialOmega-3 Fatty AcidsTransportabilityIndividualized Treatment EffectMachine LearningMaleFatty Acids, Omega-3Dietary SupplementsHumansFemaleCoronary DiseaseMiddle AgedArticleAged

Sustainable Development Goals

SDG 0: Good health and well-being