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.
Authors
- Yayuan Mei (ORCID: https://orcid.org/0009-0005-7564-6580)
- Shenglan Ke
- Yuhan Liu (ORCID: https://orcid.org/0000-0002-8464-0771)
- Ang Li (ORCID: https://orcid.org/0000-0002-4439-7834)
- Weitao Su
- Xiaobao Chen
- Wanyi Liu
- Hui Xu
- Yutong Wang
- Zheyuan Liu
- Xiran Yang
Institutions
- 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)
Publication Details
- 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
Funders
- 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