Aug 2026· International Journal of Hygiene and Environmental Health· Vol 277, pp.
114881
· 0 citations· 45 references
Medicine
TL;DR
PFAS exposure was associated with T2D, with TyG-related indices and metabolites potentially involved in this association, and palmitic acid, stearic acid, and glutamine might be involved in the pathways in the association between PFAS exposure and T2D risk.
Abstract
Per- and polyfluoroalkyl substances (PFAS), including emerging alternatives, have been implicated in type 2 diabetes (T2D), but epidemiological evidence remains inconsistent and the underlying mechanisms are unclear. We aimed to investigate the associations of individual and mixed PFAS exposure with T2D risk and to explore the roles of triglyceride-glucose (TyG)-related indices and metabolomic alterations. A total of 1647 participants (749 participants with T2D and 898 controls) were included. Multivariable logistic regression and weighted quantile sum (WQS) regression were used to evaluate the associations of single PFAS and mixed PFAS with T2D risk, respectively. Mediation analyses were conducted for TyG-related indices, and untargeted metabolomics and sequential mediation analyses were further performed in a nested case-control subset. Most individual PFAS were positively associated with T2D risk. Mixed-exposure analyses consistently showed that PFAS mixture was associated with increased T2D risk, with 6:2 FTS, PFNS, and PFPeS identified as the main contributors. Mediation analyses indicated that TyG-related indices (TyG, TyG-BMI, TyG-WC, and TyG-WHtR) were significantly associated with both PFAS mixture and T2D. Metabolomic analyses identified 35 shared metabolites associated with both PFAS mixture and T2D, mainly enriched in lipid-related pathways. Sequential mediation analyses further suggested that palmitic acid, stearic acid, and glutamine, together with TyG, might be involved in the pathways in the association between PFAS exposure and T2D risk. PFAS exposure was associated with T2D, with TyG-related indices and metabolites potentially involved in this association.
The observed effect modification by CYP19A1 rs2414098 suggests that hormonal pathways may contribute to the sex-specific associations, although this hypothesis requires confirmation in studies with direct hormone measurements and experimental validation.
Xu Cheng, Junya Gao, Lu Liu et al.· Environmental Health Perspec...· 0 citations
It is suggested that mixed PFAS exposure, particularly to PFOA and PFHpA, may induce impaired renal function, with increased blood lipids playing an important mediating role.
Dandan Xu, Z. Mo, Jie Xiang et al.· Environmental Pollution· 0 citations
Per- and polyfluoroalkyl substances (PFAS) are ubiquitous environmental contaminants linked to various diseases, yet their association with arterial stiffness remains unclear. Using data from 5209 U.S. adults in the National Health and Nutrition Examination Survey (2011-2018), the association between PFAS exposure and estimated pulse wave velocity (ePWV) was investigated via multiple statistical approaches. In single-exposure models, perfluorooctanoic acid (PFOA), perfluorooctanesulfonic acid (PFOS), and perfluorohexanesulfonic acid (PFHxS), but not perfluorononanoic acid (PFNA), were significantly associated with elevated ePWV. PFOS exhibited a nonlinear dose-response relationship. However, mixture analyses (Weighted Quantile Sum regression and Quantile G-computation models) detected no significant overall mixture effect. Exploratory component rankings and an Extreme Gradient Boosting model interpreted with SHapley Additive exPlanations consistently identified PFOS as the predominant driver. Exploratory mediation analyses suggested that oxidative stress (serum uric acid and gamma-glutamyl transferase [GGT]) and mineral homeostasis (serum calcium) may serve as potential mediating pathways, although the nonspecific signals for uric acid, and inconsistent GGT findings across PFAS congeners warrant cautious interpretation. Subgroup analyses indicated greater susceptibility in females and partnered individuals. Overall, these findings provide hypothesis-generating evidence for potential pathways and offer exploratory insights for prevention, while also highlighting the need for future studies employing more direct measures.
De-Xiang Xia, Rui Li, Chang Shu et al.· Ecotoxicology and Environmen...· 0 citations
It is demonstrated that adherence to a healthy lifestyle was associated with substantially weaker associations between 6:2 Cl-PFESA and PFDA exposures and hyperlipidemia, highlighting lifestyle modification may serve as a potential public health strategy to reduce environmental metabolic hazards.
Peiwen Li, Lianlong Yu, Xiao Zhang et al.· International Journal of Hyg...· 0 citations
Per- and polyfluoroalkyl substances (PFAS) are a class of neurotoxic persistent organic pollutants that may increase the risk of cognitive impairment and dementia, yet their association with schizophrenia (SCZ) remains unclear. This study aimed to investigate the relationship between plasma PFAS levels and the risk of schizophrenia. The concentrations of PFAS in plasma were measured using ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS). To evaluate the single and combined effects of PFAS exposure on the risk of schizophrenia, we employed multivariable logistic regression, restricted cubic splines (RCS), Bayesian kernel machine regression (BKMR), and generalized weighted quantile sum (gWQS) models. Logistic regression analysis revealed that, compared with the lowest quartile (Q1), the odds ratios (ORs) for PFOS and PFHxS in the highest quartile (Q4) were 0.17 (95% CI:0.09∼0.36) and 0.39 (95% CI:0.21∼0.71), respectively. RCS analysis suggested nonlinear relationships between PFUnDA, PFOS, PFOA, and PFHxS and schizophrenia. In the assessment of mixture exposure effects, the BKMR model indicated an overall negative association between PFAS mixtures and schizophrenia risk, and gWQS analysis further identified PFHxS as the component with the highest weight contribution. Additionally, correlations were observed between the levels of PFUnDA, PFOS, and PFHxS and inflammatory indices in patients with schizophrenia. Future large-scale prospective studies combined with toxicological mechanism research are needed to further validate these findings.
Xu-Lu Gao, Tian-Xian Wang, Yu-Yu He et al.· Ecotoxicology and Environmen...· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.