Evidence map›Paper›PMID 39365172›Full record

SynthesisEuropean journal of preventive cardiology2025

Association of circulating fatty acids with cardiovascular disease risk: analysis of individual-level data in three large prospective cohorts and updated meta-analysis.

Fanchao Shi, Rajiv Chowdhury, Eleni Sofianopoulou, Albert Koulman, Luanluan Sun, Marinka Steur, Krasimira Aleksandrova, Christina C Dahm, Matthias B Schulze, Yvonne T van der Schouw and 30 more

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in European journal of preventive cardiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

23 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Article
  5. Review
  6. Review
  7. Observational
  8. Article
  9. Review
  10. Review
  11. Review
  12. Molecular and cellular mechanisms of pentadecanoic acid.World journal of biological chemistry · 2025
    Review
  13. Article
  14. Article
  15. Article
  16. Review
  17. Review
  18. Genetic and Functional Dissection of the NFKB2 Gene: Implications for Milk Fatty Acid Biosynthesis in Dairy Cattle.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2025
    Article
  19. Adrenic acid: A promising biomarker and therapeutic target (Review).International journal of molecular medicine · 2025
    Review
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

40 authors.

Fanchao ShiBHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0BB, UK.
Rajiv ChowdhuryStempel College of Public Health and Social Work, Florida International University, Miami, FL, USA.
Eleni SofianopoulouBHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0BB, UK.
Albert KoulmanMedical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge, UK.ORCID 0000-0001-9998-051X
Luanluan SunBHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0BB, UK.
Marinka SteurDivision of Human Nutrition and Health, Wageningen University, Wageningen, The Netherlands.
Krasimira AleksandrovaBiomarkers and Metabolism Research Group, Department of Epidemiological Methods and Etiological Research, Leibniz Institute for Prevention Research and Epidemiology, Bremen, Germany.ORCID 0000-0002-1275-1827
Christina C DahmDepartment of Public Health, Aarhus University, Aarhus, Denmark.ORCID 0000-0003-0481-2893
Matthias B SchulzeDepartment of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany.
Yvonne T van der SchouwJulius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
Claudia AgnoliEpidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.ORCID 0000-0003-4472-1179
Pilar AmianoCentro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.
Jolanda M A BoerNational Institute of Public Health and the Environment (RIVM), Bilthoven, The Netherlands.
Christian S BorkDepartment of Cardiology, Aalborg University Hospital, Aalborg, Denmark.
Natalia Cabrera-CastroCentro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.
Fabian EichelmannDepartment of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany.
Alexis ElbazParis-Saclay University, UVSQ, Inserm, Gustave Roussy, CESP, Villejuif, France.ORCID 0000-0001-9724-5490
Marta FarràsUnit of Nutrition and Cancer, Epidemiology Research Program, Catalan Institute of Oncology (ICO), Bellvitge Biomedical Research Institute (IDIBELL), 08908 L'Hospitalet de Llobregat, Spain.
Alicia K HeathDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.ORCID 0000-0001-6517-1300
Rudolf KaaksDepartment of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID 0000-0003-3751-3929
Verena KatzkeDepartment of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID 0000-0002-6509-6555
Pekka Keski-RahkonenNutrition and Metabolism Branch, International Agency for Research on Cancer (IARC/WHO), Lyon, France.
Giovanna MasalaClinical Epidemiology Unit, Institute for cancer research, prevention and clinical network (ISPRO), Florence, Italy.ORCID 0000-0002-5758-9069
Conchi Moreno-IribasInstituto de Salud Pública y Laboral de Navarra, 31003 Pamplona, Spain.
Salvatore PanicoSchool of Medicine, Federico II University, Naples, Italy.
Keren PapierCancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK.ORCID 0000-0002-4102-6835
Dafina PetrovaCentro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain.
J Ramón QuirósPublic Health Directorate, Asturias, Spain.
Fulvio RicceriCentre for Biostatistics, Epidemiology, and Public Health (C-BEPH), Department of Clinical and Biological Sciences, University of Turin, Turin, Italy.ORCID 0000-0001-8749-9737
Gianluca SeveriParis-Saclay University, UVSQ, Inserm, Gustave Roussy, CESP, Villejuif, France.
Anne TjønnelandThe Danish Cancer Institute, Strandboulevarden 49, 2100 Copenhagen O, Denmark.ORCID 0000-0003-4385-2097
Tammy Y N TongCancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK.
Rosario TuminoHyblean Association for Epidemiological Research (AIRE-ONLUS), Ragusa, Italy.ORCID 0000-0003-2666-414X
Nicholas J WarehamMedical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge, UK.
Elisabete WeiderpassInternational Agency for Research on Cancer (IARC/WHO), Lyon, France.
Emanuele Di AngelantonioBHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0BB, UK.ORCID 0000-0001-8776-6719
Nita G ForouhiMedical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge, UK.ORCID 0000-0002-5041-248X
John DaneshBHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0BB, UK.
Adam S ButterworthBHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0BB, UK.
Stephen KaptogeBHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0BB, UK.ORCID 0000-0002-1155-4872

Funding

Associazione Italiana per la Ricerca sul CancroBritish Heart Foundation SP/09/002Cambridge Biomedical Research Centre NIHR203312Cambridge Commonwealth European and International TrustCancer Research UK 29017Cancer Research UK 29186Cancer Research UK C864/A14136Cancer Research UK grant C16077/A29186Catalan Institute of OncologyChina Scholarship CouncilCompagnia di SanPaolo and National Research CouncilCounty Councils of Skåne and Västerbotten (SwedenDanish Cancer SocietyDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College LondonDutch Ministry of Public Health, Welfare and SportsDutch Prevention FundsDutch ZONEuropean Commission Framework Programme 7 HEALTH-F2-2012-279233European Research Council 268834EU Sixth Framework Programme LSHM_CT_2006_037197Federal Ministry of Education and ResearchGerman Cancer AidGerman Cancer Research CenterGerman Institute of Human Nutrition PotsdamRehbrueckeGustave RoussyHealth Research FundInstitut National de la Santé et de la Recherche MédicaleInstituto de Salud Carlos IIIInternational Agency for Research on CancerLigue Contre le CancerLK Research FundsMedical Research Council MC_UU_12015/1Medical Research Council MR/N003284/1Medical Research Council Epidemiology Unit MC_UU_00006/1Mutuelle Générale de l'Education NationaleNDPH fellowshipNetherlands Cancer RegistryNIHR Blood and Transplant Research Unit in Donor Health and Genomics NIHR BTRU-2014-10024NIHR Cambridge Biomedical Research Centre at the Cambridge University Hospitals NHS Foundation TrustNIHR Imperial Biomedical Research CentreRegional Governments of Andalucía, Asturias, Basque Country, Murcia and NavarraStatistics NetherlandsSwedish Cancer SocietySwedish Research CouncilUK Medical Research Council G0800270World Cancer Research FundWorld Health Organization 001Zorg Onderzoek Nederland
6 · The paper itself

Abstract

aimsAssociations of saturated and unsaturated fatty acids (FAs) with cardiovascular disease (CVD) remain controversial. We therefore aimed to investigate the prospective associations of objectively measured FAs with CVD, including incident coronary heart disease (CHD) and stroke, as well as CVD mortality. METHODS AND

resultsCirculating FA concentrations expressed as the percentage of total FAs were assayed in 172 891 participants without prior vascular disease at baseline from the European Prospective Investigation into Cancer and Nutrition-CVD (EPIC-CVD) (7343 CHD; 6499 stroke), UK Biobank (1825; 1474), and INTERVAL (285; 209) cohort studies. Hazard ratio (HR) per 1-standard deviation (SD) higher FA concentrations was estimated using Cox regression models and pooled by random-effects meta-analysis. Systematic reviews with meta-analysis published by 6 May 2023 on associations between FAs and CVDs were systematically searched and updated meta-analyses using random-effects model were conducted. Evidence from randomized controlled trials (RCTs) was also summarized. Higher concentrations of total saturated FAs (SFAs) were associated with higher cardiovascular risks in the combined analysis, with differential findings noted for SFA sub-types in further analysis restricted to EPIC-CVD: positive associations for even-chain SFA [HR for CHD 1.24 (95% CI: 1.18-1.32); stroke 1.23 (1.10-1.38)] and negative associations for odd-chain [0.82 (0.76-0.87); 0.73 (0.67-0.78)] and longer-chain [0.95 (0.80-1.12); 0.84 (0.72-0.99)] SFA. In the combined analysis, total n-3 polyunsaturated FA (PUFA) [0.91 (0.85-0.97)], including docosahexaenoic acid (DHA) [0.91 (0.84-0.98)], was negatively associated with incident CHD risk. Similarly, total n-6 PUFA [0.94 (0.91-0.98)], including linoleic acid (LA) [0.89 (0.83-0.95)], was negatively associated with incident stroke risk. In contrast, more detailed analyses in EPIC-CVD revealed that several downstream n-6 PUFAs of LA were positively associated with CHD risk. Updated meta-analyses of 37 FAs including 49 non-overlapping studies, involving between 7787 and 22 802 CHD cases and between 6499 and 14 221 stroke cases, showed broadly similar results as our combined empirical analysis and further suggested significant inverse associations of individual long-chain n-3 PUFAs and LA on both CHD and stroke. The findings of long-chain n-3 PUFAs were consistent with those from published RCTs on CHD despite insufficient evidence in monotherapy, while RCT evidence remained unclear for the rest of the explored FAs.

conclusionOur study provides an overview of the most recent evidence on the associations between objectively measured FAs and CVD outcomes. Collectively, the data reveal notable differences in associations by SFA sub-types and call for further studies, especially RCTs, to explore these links.

Indexed as

Cardiovascular DiseasesFatty AcidsAgedBiomarkersEuropeFemaleHeart Disease Risk FactorsHumansIncidenceMaleMiddle AgedProspective StudiesRisk AssessmentRisk FactorsBiomarkersFatty AcidsCardiovascular diseaseCohort studyCoronary heart diseaseFatty acidsMeta-analysisStroke

Identifiers

PMID39365172
PMCPMC11832215

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.