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May 15, 2026Environment International2 citationsOpen Access

Associations of PFAS and phthalate/DINCH metabolites with metabolic regulation in teenagers from the HBM4EU aligned studies

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ARAndrea Rodríguez-CarrilloBCB. CoxHHHamid Y. Hassen

Key Points

  • This research aims to assess the relationships between PFAS and phthalate/DINCH metabolites and various metabolic biomarkers in European teenagers.
  • Measured serum PFAS and urinary phthalate/DINCH metabolites in 1033 teenagers aged 12–17.
  • Analyzed metabolic biomarkers related to adipose-brain-liver interaction and oxidative stress.
  • Utilized single pollutant models, MANOVA, and BKMR models for statistical analysis.
  • PFAS exposure linked to higher levels of leptin, HDL, LDL, and cholesterol.
  • Phthalate/DINCH metabolites negatively associated with kisspeptin and HDL levels.
  • Observed associations suggest potential dyslipidemia due to contamination from PFAS and phthalates.

Abstract

• PFAS and Phthalates/DINCH metabolites were measured in 1033 European teenagers. • Biomarkers related to adipose-brain-liver cross-talk and oxidative stress were measured. • PFAS were associated with higher serum lipid, leptin, kisspeptin, and 8OHdG levels. • Phthalates/DINCH were associated with lower kisspeptin, adiponectin and 8OHdG. • All PFAS were associated with all selected metabolic biomarkers in MANOVA. Exposure to per- and polyfluoroalkyl substances (PFAS) and phthalates is widespread during adolescence, a critical developmental period for metabolic regulation. To assess associations of serum PFAS and urinary phthalate/DINCH metabolites-individually and as mixtures-with a unified panel of metabolic biomarkers representing adipose-brain-liver cross-talk and oxidative stress in European teenagers. Serum PFAS and urinary phthalate/DINCH metabolites were measured in 1033 European teenagers (12–17 years) from the Human Biomonitoring Initiative for Europe (HBM4EU) Aligned Studies. Metabolic biomarkers representing adipose (HDL, LDL, cholesterol, and triglycerides)-brain (leptin, adiponectin, and kisspeptin)–liver (glucose, insulin) cross-talk and oxidative stress (8-hydroxy-2′-deoxyguanosine, 8OHdG) were measured. The Body Mass Index z-score (zBMI) was calculated. Single pollutant models, multivariate MANOVA, quantile g-computation, and BKMR models were fit, including interaction terms with sex. Single pollutant models showed positive associations of PFAS and phthalate/DINCH metabolites with 8OHdG. PFAS were associated with higher leptin, HDL, LDL, and cholesterol, while some phthalate/DINCH metabolites were associated with lower kisspeptin, HDL, triglycerides, cholesterol, zBMI, and higher adiponectin. We observed weak but statistically significant associations between PFAS and phthalate/DINCH metabolites with the entire set of metabolic biomarkers in the MANOVA. The PFAS mixture was associated with higher kisspeptin, LDL, HDL, cholesterol, and 8OHdG. The phthalate/DINCH mixture was associated with lower HDL. Exposure to these contaminants may be related to dyslipidemia in teenagers. PFAS and phthalate/DINCH metabolites may exert opposite associations on metabolism, with the exception of increasing oxidative stress. Given the cross‑sectional design and potential residual confounding, longitudinal studies are warranted.

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Cite This Study

Rodríguez-Carrillo et al. (2026) studied this question.

synapsesocial.com/papers/6a06b74ce7dec685947aa4e4https://doi.org/10.1016/j.envint.2026.110302
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