Evidence map›Paper›PMID 40404978›Full record

ArticleEuropean journal of clinical nutrition2025

Associations of common fats and oils with cardiometabolic health outcomes in the Framingham Offspring cohort.

Xinyi Zhou, Ioanna Yiannakou, Mengjie Yuan, Martha R Singer, Lynn L Moore

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Article in European journal of clinical nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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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

1 citing paper in PubMed.

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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Xinyi Zhou *Department of Medicine, Preventive Medicine and Epidemiology, Boston University Chobanian & Avedisian School of Medicine, 72 East Concord St, Boston, MA, 02118, USA.
Ioanna Yiannakou *Department of Medicine, Preventive Medicine and Epidemiology, Boston University Chobanian & Avedisian School of Medicine, 72 East Concord St, Boston, MA, 02118, USA.ORCID http://orcid.org/0000-0003-4910-0013
Mengjie YuanDepartment of Medicine, Preventive Medicine and Epidemiology, Boston University Chobanian & Avedisian School of Medicine, 72 East Concord St, Boston, MA, 02118, USA.
Martha R SingerDepartment of Medicine, Preventive Medicine and Epidemiology, Boston University Chobanian & Avedisian School of Medicine, 72 East Concord St, Boston, MA, 02118, USA.
Lynn L MooreDepartment of Medicine, Preventive Medicine and Epidemiology, Boston University Chobanian & Avedisian School of Medicine, 72 East Concord St, Boston, MA, 02118, USA. llmoore@bu.edu.ORCID http://orcid.org/0000-0002-1028-919X

Funding

U.S. Department of Health & Human Services | NIH | National Heart, Lung, and Blood Institute (NHLBI) N01-HC-25195, HHSN268201500001I and 75N92019D00031
6 · The paper itself

Abstract

BACKGROUND/

objectivesEvidence on the long-term associations between common fats and oils and cardiometabolic health is lacking. We evaluated the associations of butter, margarine, and non-hydrogenated oils with cardiometabolic risk (CMR) and the development of cardiovascular disease (CVD) and type 2 diabetes (T2DM) in the Framingham Offspring cohort. METHODS/SUBJECTS: We included 2459 subjects (≥30 years) with valid three-day food records. Multivariable Cox proportional hazards models were used to compute hazard ratios for incident CVD and T2DM over ~18 years; analysis of covariance was used to estimate adjusted mean levels of CMR factors (adiposity, insulin resistance, fasting glucose, lipids) over four years associated with baseline intakes of butter, margarine, and non-hydrogenated oils.

resultsHigher intakes of butter (>5 vs. 0 g/day) were associated with less insulin resistance (p = 0.0011), higher HDL-C levels (p = 0.0021), lower triglycerides (TG) (p = 0.0032), and lower TG:HDL ratio (p = 0.0052), as well as a 31% lower risk of T2DM (95% CI: 0.49, 0.97). Higher margarine intakes (>7 vs. <2 g/day) were associated with a 29% increased risk of CVD (95% CI:1.02, 1.63) and a 41% increased risk of T2DM (95% CI:1.02, 1.95). Lastly, higher consumption of non-hydrogenated oils (>7 vs. ≤2 g/day) was associated with a 0.6 kg/m

conclusionsMore than one teaspoon (5 g) of butter/day was beneficially associated with several CMR factors and a lower T2DM risk, while margarine was associated with an increased risk of both CVD and T2DM. These findings suggest butter may be a healthier dietary fat source for the benefit of CMR.

Indexed as

Cardiovascular DiseasesDiabetes Mellitus, Type 2DietDietary FatsAdultButterCardiometabolic Risk FactorsCohort StudiesFemaleHumansInsulin ResistanceMaleMargarineMiddle AgedProportional Hazards ModelsTriglyceridesButterDietary FatsMargarineTriglycerides

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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.