Serum free fatty acids mediate the association between metal elements and cardiometabolic diseases

BACKGROUND: Metal-associated free fatty acids (FFAs) on cardiometabolic diseases have rarely been studied. OBJECTIVE: To investigate metallomics-FFAs relationship, and identify FFAs as potential mediators linking metals to cardiometabolic diseases. METHODS: In a nationally representative survey, 18 metals (blood/serum/urine) and 30 serum FFAs were assessed. Weighted linear regression, least absolute shrinkage selection operator, quantile g-computation and receiver operating characteristic were used to analyze associations between metal exposure and FFAs, with mediation and bioinformatics analyses exploring underlying mechanisms. RESULTS: Blood selenium (Se), mercury (Hg), lead (Pb); serum copper (Cu), zinc (Zn); and urinary arsenic (As) were positively correlated with FFAs [effect range: 5.74% (95% CI: 2.71, 8.85) to 33.08% (95% CI: 28.73, 37.58)], whereas urinary tungsten, molybdenum, and cobalt showed negative associations [-6.17% (95% CI: -9.54, -2.68) to -9.68% (95% CI: -13.75, -5.42)]. Metal mixture was positively associated with most FFAs [15.66% (95% CI: 0.11, 33.62) to 60.35% (95% CI: 40.19, 83.42)]. Key contributors to FFAs disturbance include serum Cu/Zn, blood Hg/Pb, and urinary As. FFAs (primarily nervonic acid and docosapentaenoic acid) mediated the associations of blood metals (Pb, Hg, Se) and serum Zn with cardiometabolic markers (proportions: 6.98%-84.71%). Inflammatory pathways (e.g., IL-17, TNF) may link metal-induced FFA dysregulation to lipotoxicity and cardiometabolic risk. CONCLUSIONS: Our findings provide exploratory evidence connecting metallomics with FFAs and cardiometabolic diseases, suggesting FFAs as potential biomarkers for metal exposure and cardiometabolic diseases prevention.

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Journal
Ecotoxicology and Environmental Safety
Published
2026-04-15
DOI
https://doi.org/10.1016/j.ecoenv.2026.120146
Primary Topic
Heavy Metal Exposure and Toxicity
Type
article
Field-Weighted Citation Impact
0.00

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article

Serum free fatty acids mediate the association between metal elements and cardiometabolic diseases

Yayuan Mei, Shenglan Ke, Yuhan Liu, Ang Li et al.
Ecotoxicology and Environmental Safety
Heavy Metal Exposure and Toxicity
article

Serum free fatty acids mediate the association between metal elements and cardiometabolic diseases

Yayuan Mei, Shenglan Ke, Yuhan Liu, Ang Li, Weitao Su, Xiaobao Chen, Wanyi Liu, Hui Xu, Yutong Wang, Zheyuan Liu, Xiran Yang
article en

Abstract

BACKGROUND: Metal-associated free fatty acids (FFAs) on cardiometabolic diseases have rarely been studied. OBJECTIVE: To investigate metallomics-FFAs relationship, and identify FFAs as potential mediators linking metals to cardiometabolic diseases. METHODS: In a nationally representative survey, 18 metals (blood/serum/urine) and 30 serum FFAs were assessed. Weighted linear regression, least absolute shrinkage selection operator, quantile g-computation and receiver operating characteristic were used to analyze associations between metal exposure and FFAs, with mediation and bioinformatics analyses exploring underlying mechanisms. RESULTS: Blood selenium (Se), mercury (Hg), lead (Pb); serum copper (Cu), zinc (Zn); and urinary arsenic (As) were positively correlated with FFAs [effect range: 5.74% (95% CI: 2.71, 8.85) to 33.08% (95% CI: 28.73, 37.58)], whereas urinary tungsten, molybdenum, and cobalt showed negative associations [-6.17% (95% CI: -9.54, -2.68) to -9.68% (95% CI: -13.75, -5.42)]. Metal mixture was positively associated with most FFAs [15.66% (95% CI: 0.11, 33.62) to 60.35% (95% CI: 40.19, 83.42)]. Key contributors to FFAs disturbance include serum Cu/Zn, blood Hg/Pb, and urinary As. FFAs (primarily nervonic acid and docosapentaenoic acid) mediated the associations of blood metals (Pb, Hg, Se) and serum Zn with cardiometabolic markers (proportions: 6.98%-84.71%). Inflammatory pathways (e.g., IL-17, TNF) may link metal-induced FFA dysregulation to lipotoxicity and cardiometabolic risk. CONCLUSIONS: Our findings provide exploratory evidence connecting metallomics with FFAs and cardiometabolic diseases, suggesting FFAs as potential biomarkers for metal exposure and cardiometabolic diseases prevention.

Ecotoxicology and Environmental SafetyVol. 316
Hebei Medical University (CN), Fujian Medical University (CN), Capital Medical University (CN), Hubei University of Science and Technology (CN), Second Affiliated Hospital of Fujian Medical University (CN), Beijing Children’s Hospital (CN)
National Natural Science Foundation of China, China Postdoctoral Science Foundation, Natural Science Foundation of Fujian Province, Fujian Provincial Department of Science and Technology, Hebei Medical University, Fujian Medical University, National University's Basic Research Foundation of China, Fundamental Research Funds for the Central Universities, National Major Science and Technology Projects of China
Zero hunger
Openalex Percentile: Top 23%
Heavy Metal Exposure and Toxicity
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