Plasma per- and polyfluoroalkyl substances (PFAS) and cardiometabolic risk factors in an elderly Spanish population
Nadine Khoury1, Nancy Babio1, María Ángeles Martínez2
1Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Alimentaciò, Nutrició, Desenvolupament i Salut Mental ANUT-DSM, Reus, Spain; Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain; Institut D'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain.
Background:
Per- and polyfluoroalkyl substances (PFAS) are persistent synthetic chemicals increasingly linked to cardiometabolic dysfunction. However, their joint effects as mixtures remain understudied, particularly in older adults.
Objective:
To evaluate associations between plasma concentrations of individual PFAS and PFAS mixtures and cardiometabolic risk factors in older adults with overweight/obesity and metabolic syndrome.
Methods:
We conducted a 1-year prospective study including 196 participants (men aged 55-75 and women 60-75) from the Reus center of the PREDIMED-Plus trial. Baseline plasma levels of perfluorooctanoic acid (PFOA), perfluorononanoic acid (PFNA), perfluorohexane sulfonic acid (PFHxS), and perfluorooctane sulfonic acid (PFOS) were measured using validated UHPLC-MS/MS methods. Associations with cardiometabolic markers -adiposity, blood pressure, lipids, and glucose metabolism- were assessed using multivariable linear regression and quantile g-computation models.
Results:
At baseline, participants in the highest tertile of log-transformed PFHxS had higher BMI [β = 1.42 kg/m2; 95 % CI: 0.29 to 2.55]. Those in the highest tertiles of PFOA and PFNA had greater waist circumference [PFOA: β = 2.75 cm; 95 % CI: 0.60 to 4.89; PFNA: β = 4.29 cm; 95 % CI: 2.41 to 6.17]. Diastolic blood pressure was inversely associated with PFOA, both categorically and continuously [β = -3.41 mm Hg; 95 % CI: -6.24 to -0.59; β = -3.36 mm Hg; 95 % CI: -5.96 to -0.75]. Longitudinally, higher PFNA was linked to increases in fasting glucose [β = 11.9; 95 % CI: 0.16 to 23.9], waist circumference [β = 2.23 cm; 95 % CI: 0.96 to 5.42] and inverse association with HDL-cholesterol concentrations [β = -3.11 mg/dL; 95 % CI: -5.69 to -0.53]. PFAS mixture analysis also showed positive associations with fasting glucose (β = 10.4 mg/dL; 95 % CI: 1.82 to 19.2) and HbA1c (β = 0.30 %; 95 % CI: 0.00 to 0.60), mainly driven by PFNA, PFOA, and PFOS.
Conclusions:
PFNA, PFOA, and their mixtures were associated with adverse changes in glucose metabolism, HDL-cholesterol, and adiposity in older adults at high cardiometabolic risk. These findings highlight the need to evaluate PFAS mixtures and conduct long-term studies to clarify underlying mechanisms.
More Related Videos
14:39Semi-Targeted Ultra-High-Performance Chromatography Coupled to Mass Spectrometry Analysis of Phenolic Metabolites in Plasma of Elderly Adults
Published on: April 22, 2022
06:35Implementation of a Hyperbolic Vortex Plasma Reactor for the Removal of Micropollutants in Water
Published on: July 25, 2025
Related Concept Videos
Pharmacokinetics in Geriatric Patients: Effect of Age on Drug Metabolism
Atherosclerosis III: Management
Blood Studies for Cardiovascular System II: CRP, Hcy, and Cardiac Natriuretic Peptide Markers
These markers indicate stress or strain on the heart muscle:
Natriuretic Peptides (BNP)
Cardiac myocytes produce these hormones in response to ventricular stretching...
Pharmacokinetics in Geriatric Patients: Effect of Age on Drug Distribution
Psychoneuroimmunology: Cardiovascular Disease
A key area of focus in PNI is the relationship between stress and coronary...
Cholesterol: Significance and Regulation
Considering cholesterol and...
