Evidence map›Paper›PMID 41373632›Full record

ArticleInternational journal of molecular sciences2025

Vitamin E and Fatty Acid Intake and Cardiometabolic Multimorbidity Risk: The Mediating Role of Plasma Lipid Metabolites.

Yannan Zhang, Yangyang Cen, Xiaoxia Li, Bowen Yang, Kaijun Xing, Linxi Lian, Yongjie Yu, Yi Zhao

Abstract read
In one paragraph

Article in International journal of molecular sciences, 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

The trial behind it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
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

8 authors.

Yannan ZhangSchool of Public Health, Ningxia Medical University, Yinchuan 750004, China.ORCID 0000-0001-5992-250X
Yangyang CenSchool of Public Health, Ningxia Medical University, Yinchuan 750004, China.
Xiaoxia LiSchool of Public Health, Ningxia Medical University, Yinchuan 750004, China.
Bowen YangSchool of Public Health, Ningxia Medical University, Yinchuan 750004, China.
Kaijun XingSchool of Public Health, Ningxia Medical University, Yinchuan 750004, China.
Linxi LianSchool of Public Health, Ningxia Medical University, Yinchuan 750004, China.
Yongjie YuSchool of Pharmacy, Ningxia Medical University, Yinchuan 750004, China.
Yi ZhaoSchool of Public Health, Ningxia Medical University, Yinchuan 750004, China.

Funding

National Natural Science Foundation of China 82103894National Natural Science Foundation of China 82460656Open Competition Mechanism to Select the Best Candidates for Key Research Projects of Ningxia Medical University XJKF230202Open Competition Mechanism to Select the Best Candidates for Key Research Projects of Ningxia Medical University XJKF240319
6 · The paper itself

Abstract

Cardiometabolic multimorbidity (CMM), defined as the co-occurrence of two or more of the following: diabetes, ischemic heart disease, stroke, and other cardiovascular diseases, is a leading cause of global mortality. Although vitamins and fatty acid are known to influence cardiometabolic diseases through lipid metabolism, the mediating role of lipid metabolites in linking dietary vitamins and fatty acid intake to CMM remains unclear. We conducted a case-control study based on the Ningxia cohort, including 200 patients with CMM and 200 age- and sex-matched controls. Dietary intake was assessed using a semi-quantitative food frequency questionnaire, and plasma lipid profiles were analyzed using ultra-performance liquid chromatography-tandem mass spectrometry. We assessed associations between dietary nutrients and CMM using logistic regression and their relationships with lipid metabolites via Pearson correlation. Mediation analysis identified lipid metabolites that link vitamin and fatty acid intake to CMM, and these mediators were incorporated into a predictive model. We found that higher intake of vitamin E (VE), total fatty acids (FA), polyunsaturated fatty acids (PUFA), and monounsaturated fatty acids (MUFA) was significantly associated with lower CMM risk (OR < 1, FDR ≤ 0.05). Lipid profiling identified 349 differentially abundant metabolites, primarily triglycerides and diglycerides, elevated in CMM patients. Mediation analysis revealed 292 significant pathways: dietary intake VE and PUFA was linked to lower CMM risk via modulation of glycerolipid metabolites, while dietary intake FA and MUFA was linked to lower risk through regulation of glycerophospholipids. A predictive model incorporating age, sex, dietary factors, and key mediating lipids achieved good discrimination (AUC: 0.765-0.812). These findings suggest that dietary intake of VE, FA, PUFA, and MUFA is associated with reduced CMM risk through modulation of plasma lipid metabolism, with specific lipid metabolites potentially acting as key mediators.

Indexed as

Cardiovascular DiseasesFatty AcidsLipidsVitamin EAgedCase-Control StudiesDietFemaleHumansLipid MetabolismMaleMiddle AgedMultimorbidityRisk FactorsFatty AcidsLipidsVitamin Ecardiometabolic multimorbidityfatty acidslipid metabolomicsmediation analysisvitamin Evitamins

Identifiers

PMID41373632
PMCPMC12691755

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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.