Evidence map›Paper›PMID 41922530›Full record

ArticleEuropean journal of clinical nutrition2026

Plant-based diet quality, fat mass, and cardiovascular disease: A mediation analysis of mid-aged adults in the UK Biobank.

Laura E Marchese, Sarah A McNaughton, Gilly A Hendrie, Barbara Brayner, Kacie M Dickinson, Katherine M Livingstone

Abstract read
In one paragraph

Article in European journal of clinical nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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

6 authors.

Laura E MarcheseInstitute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC, 3220, Australia. L.marchese@deakin.edu.au.ORCID http://orcid.org/0000-0002-1579-3969
Sarah A McNaughtonHealth and Well-Being Centre for Research Innovation, School of Human Movement and Nutrition Sciences, University of Queensland, St Lucia, QLD, 4067, Australia.
Gilly A HendrieCSIRO Health and Biosecurity, Adelaide, SA, 5000, Australia.
Barbara BraynerInstitute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC, 3220, Australia.
Kacie M Dickinson *Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Adelaide, SA, 5001, Australia.
Katherine M Livingstone *Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC, 3220, Australia.ORCID http://orcid.org/0000-0002-9682-7541

Funding

Department of Health | National Health and Medical Research Council (NHMRC) APP1173803
6 · The paper itself

Abstract

BACKGROUND/

objectivesEvidence supports plant-based diets for preventing cardiovascular diseases (CVD). Fat mass is a strong predictor of CVD, however it is unclear whether this mediates the relationship between plant-based diets and CVD. Thus, this study aimed to determine if longitudinal associations between plant-based diet quality indices and incidence of CVD events, CVD mortality and all-cause mortality were mediated by fat mass in mid-aged adults. SUBJECTS/

methodsDietary data (Oxford WebQ) from 14,233 adults from the UK Biobank were used to calculate adherence to three plant-based diet quality indices: an overall plant-based diet (PDI), a healthy plant-based diet (hPDI), and a less healthy plant-based diet (uPDI). Dual X-ray absorptiometry measured percentage fat mass. Cox proportional hazard ratios (95% CI) identified associations between the indices and CVD events, CVD mortality or all-cause mortality, and mediation analyses determined overall, direct, and indirect effects of fat mass.

resultsThe PDI and hPDI were inversely associated with fat mass, and the uPDI was positively associated (p < 0.001). In several models, fat mass was associated with CVD events, CVD mortality, and all-cause mortality after controlling for the plant-based diet quality indices. No association was found between the indices and health outcomes, with (direct effect) or without (total effect) the fat mass mediator (p ≥ 0.1). In several models there was a significant negative indirect effect for the PDI or hPDI on CVD events or CVD mortality via the fat mass mediator, and a significant positive indirect effect for the uPDI on CVD events and CVD mortality.

conclusionsNo evidence was found for an association between the plant-based diet quality indices on the outcomes without, as well as after accounting for fat mass. However, the significant indirect effects found suggest that fat mass may be a key mechanism linking plant-based diets to CVD.

Indexed as

Adipose TissueCardiovascular DiseasesDiet, Plant-BasedDiet, VegetarianFemaleHumansLongitudinal StudiesMaleMediation AnalysisMiddle AgedProportional Hazards ModelsUK BiobankUnited Kingdom

Identifiers

PMID41922530
PMCPMC13186692

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.