Single and Combined Associations of Plasma and Urine Essential Trace Elements (Zn, Cu, Se, and Mn) with Cardiovascular Risk Factors in a Mediterranean Population
Metadatos
Afficher la notice complèteAuteur
Barragán, Rocío; Sánchez González, Cristina; Aranda Ramírez, Pilar; Llopis González, Juan; Rivas García, LorenzoEditorial
MDPI
Materia
Zinc Copper Selenium Manganese Cardiovascular risk factors Mixture Quantile-gcomputation
Date
2022-10-07Referencia bibliográfica
Barragán, R... [et al.]. Single and Combined Associations of Plasma and Urine Essential Trace Elements (Zn, Cu, Se, and Mn) with Cardiovascular Risk Factors in a Mediterranean Population. Antioxidants 2022, 11, 1991. [https://doi.org/10.3390/antiox11101991]
Patrocinador
Instituto de Salud Carlos III; Spanish Government Spanish Government CIBER 06/03 SAF2016-80532-R; Junta de Andalucia AGR145; Center for Forestry Research & Experimentation (CIEF); European Commission PROMETEO2017/017 APOSTD/2019/136 PROMETEO/2021/021; ERDF A way of making Europe; AEI PID2019-108858RB-I00Résumé
Trace elements are micronutrients that are required in very small quantities through diet but
are crucial for the prevention of acute and chronic diseases. Despite the fact that initial studies demonstrated
inverse associations between some of the most important essential trace elements (Zn, Cu,
Se, and Mn) and cardiovascular disease, several recent studies have reported a direct association
with cardiovascular risk factors due to the fact that these elements can act as both antioxidants and
pro-oxidants, depending on several factors. This study aims to investigate the association between
plasma and urine concentrations of trace elements and cardiovascular risk factors in a general population
from the Mediterranean region, including 484 men and women aged 18–80 years and considering
trace elements individually and as joint exposure. Zn, Cu, Se, and Mn were determined in plasma
and urine using an inductively coupled plasma mass spectrometer (ICP-MS). Single and combined
analysis of trace elements with plasma lipid, blood pressure, diabetes, and anthropometric variables
was undertaken. Principal component analysis, quantile-based g-computation, and calculation of
trace element risk scores (TERS) were used for the combined analyses. Models were adjusted for
covariates. In single trace element models, we found statistically significant associations between
plasma Se and increased total cholesterol and systolic blood pressure; plasma Cu and increased
triglycerides and body mass index; and urine Zn and increased glucose. Moreover, in the joint
exposure analysis using quantile g-computation and TERS, the combined plasma levels of Zn, Cu,
Se (directly), and Mn (inversely) were strongly associated with hypercholesterolemia (OR: 2.03;
95%CI: 1.37–2.99; p < 0.001 per quartile increase in the g-computation approach). The analysis of
urine mixtures revealed a significant relationship with both fasting glucose and diabetes (OR: 1.91;
95%CI: 1.01–3.04; p = 0.046). In conclusion, in this Mediterranean population, the combined effect of
higher plasma trace element levels (primarily Se, Cu, and Zn) was directly associated with elevated
plasma lipids, whereas the mixture effect in urine was primarily associated with plasma glucose. Both
parameters are relevant cardiovascular risk factors, and increased trace element exposures should be
considered with caution.