Association between PFAS exposure and metabolic-related biomarkers in Spanish adolescents

Environ Res. 2025 May 15:273:121171. doi: 10.1016/j.envres.2025.121171. Epub 2025 Feb 19.

Abstract

Background: Per- and polyfluoroalkyl substances (PFAS) exert endocrine disruptive effects on the endocrine-metabolic axis. Emerging knowledge suggests that kisspeptin may play a key role in these effects.

Objective: To assess the cross-sectional association of blood PFAS concentrations with kisspeptin levels, KISS1 gene DNA methylation, and metabolic-related biomarkers in adolescent males from the Spanish INMA-Granada cohort.

Methods: Seven PFAS and twelve biomarkers (glucose-GLU, total cholesterol-TC, triglycerides, LDL, HDL, ALP, AST, ALT, GGT, total bilirubin-BILT, direct bilirubin-BILD, and urea) were measured in plasma and serum, respectively, from 129 adolescent males (15-17 yrs). Systolic and diastolic blood pressure (SBP, DBP), pulse, z-scored body mass index, kisspeptin protein levels (n = 104) and whole blood KISS1 DNA methylation (n = 117) were determined. Linear regression models, weighted quantile sum (WQS), and Bayesian kernel machine (BKMR) were fit.

Results: PFHpA was associated with lower GLU levels [% change per log-unit increase in plasma concentrations (95%CI) = -4.73 (-8.98;-0.28)], and PFUnDA with higher GLU, TC, and HDL levels. In models adjusted by kisspeptin level, PFOS was associated with higher SBP [3.42 (-0.12; 7.09)]. Additionally, PFNA and total PFAS concentrations were associated with higher kisspeptin levels [3.91 (0.55; 7.37) and 6.14 (0.47; 12.13), respectively]. Mixture models showed that combined PFAS exposure was associated with higher HDL, lower hepatic biomarkers (ALT, BILD) and higher kisspeptin levels.

Conclusion: Certain PFAS (e.g. PFUnDA) and their mixture were associated with metabolic-related biomarkers, mainly GLU, HDL, and SBP. These associations may be influenced by kisspeptin levels. More studies are needed to verify these observations.

Keywords: Effect biomarker; Endocrine disrupting chemicals; Kisspeptin; Metabolic marker; PFAS.

MeSH terms

  • Adolescent
  • Biomarkers / blood
  • Cross-Sectional Studies
  • DNA Methylation
  • Environmental Exposure*
  • Environmental Pollutants* / blood
  • Fluorocarbons* / blood
  • Fluorocarbons* / toxicity
  • Humans
  • Kisspeptins* / blood
  • Kisspeptins* / genetics
  • Male
  • Spain

Substances

  • Biomarkers
  • Kisspeptins
  • Fluorocarbons
  • Environmental Pollutants
  • KISS1 protein, human