# Untargeted Metabolomics Profiling of a PFAS-Exposed Flemish Population

**Authors:** María del Mar Delgado-Povedano, Haesong Sher, Leen Jacobs, Maria van de Lavoir, Rani Robeyns, Ann Colles, Eva Govarts, Elly Den Hond, Giulia Poma, Alexander L. N. van Nuijs, Adrian Covaci

PMC · DOI: 10.3390/metabo16020135 · Metabolites · 2026-02-15

## TL;DR

This study explores how exposure to PFAS chemicals affects metabolism in people living near a production facility, identifying specific lipid changes and a potential metabolic signature.

## Contribution

The study identifies a novel metabolic signature of PFAS exposure through untargeted metabolomics in a Flemish population.

## Key findings

- High PFAS exposure was linked to altered lipid metabolism, including upregulated phosphatidylglycerols and triacylglycerols.
- A panel of five metabolites showed moderate discrimination between high and low PFAS exposure groups (AUC = 0.753).
- Perturbations in glycerophospholipid and sphingolipid metabolism pathways were observed in PFAS-exposed individuals.

## Abstract

Background/Objectives: Per- and polyfluoroalkyl substances (PFAS) are persistent environmental pollutants that accumulate in humans through everyday exposure pathways, raising concern about long-term metabolic health effects in exposed populations. This study aimed to characterize PFAS-associated serum metabolic alterations in a Flemish population residing within a 3 km radius of a PFAS production facility using untargeted metabolomics and lipidomics. Methods: A cohort of 82 adults was stratified into high-exposure (n = 41, median total PFAS = 162.0 ng/mL) and low-exposure (n = 41, median total PFAS = 7.2 ng/mL) groups. Serum metabolic profiling was performed using four liquid chromatography–high-resolution mass spectrometry (LC-HRMS)-based platforms. Univariate and multivariate statistics were conducted to identify metabolites that were differentially expressed between both exposure groups. Results: The analysis revealed 38 altered metabolites. Overall, high PFAS exposure was characterized by upregulation of phosphatidylglycerols (PG), phosphatidylinositols, phosphatidylethanolamines (PE), and triacylglycerols (TG) and downregulation of sphingomyelins, with differential regulation of ceramides, hexosylceramides (HexCer), and phosphatidylcholines. Glycerophospholipid metabolism as well as sphingolipid metabolism pathways were identified as perturbed. Seven lipids and one amino acid showed weak-to-strong correlations (|r|= 0.23–0.61) with PFAS levels. A panel of five metabolites was selected to explore whether they collectively form a potential metabolic signature associated with PFAS exposure. This panel, including L-aspartic acid, PG 18:0_18:2, HexCer (d18:1/14:0), PE 16:0_18:3, and TG 16:0_20:5_22:6, showed moderate discrimination between residents with high and low PFAS levels (area under the curve, AUC = 0.753). Conclusions: This study identifies coordinated lipid metabolic changes associated with PFAS exposure and highlights a small, exploratory metabolite panel that may provide complementary insight into the biological effects of PFAS.

## Full-text entities

- **Genes:** Map1lc3b (microtubule-associated protein 1 light chain 3 beta) [NCBI Gene 67443] {aka 1010001C15Rik, Atg8, LC3b, MAP1A/MAP1B, Map1lc3}, PLAAT1 (phospholipase A and acyltransferase 1) [NCBI Gene 57110] {aka A-C1, H-REV107, HRASLS, HRASLS1, HRSL1, HSD28}, pfas (phosphoribosylformylglycinamidine synthase) [NCBI Gene 570437] {aka fd05a06, si:dkey-183n20.16, wu:fd05a06}, Pfas (phosphoribosylformylglycinamidine synthase (FGAR amidotransferase)) [NCBI Gene 237823] {aka 4432409B16Rik, FGAMS, FGAR-AT, FGARAT, Gm18, PURL}, Gabarap (gamma-aminobutyric acid receptor associated protein) [NCBI Gene 56486], Map1lc3a (microtubule-associated protein 1 light chain 3 alpha) [NCBI Gene 66734] {aka 1010001H21Rik, 4922501H04Rik, LC3, LC3a}, PPARA (peroxisome proliferator activated receptor alpha) [NCBI Gene 5465] {aka NR1C1, PPAR, PPAR-alpha, PPARalpha, hPPAR}, PFAS (phosphoribosylformylglycinamidine synthase) [NCBI Gene 5198] {aka FGAMS, FGAR-AT, FGARAT, GATD8, PURL}
- **Diseases:** injury to (MESH:D014947), dyslipidemia (MESH:D050171), NAFLD (MESH:D065626), Diabetes (MESH:D003920), cancer (MESH:D009369), PC (MESH:C535298), carcinogenesis (MESH:D063646), metabolic disorders (MESH:D008659), hemolysis (MESH:D006461), endocrine disruption (MESH:D004700), LIPID (MESH:D011017), necrosis (MESH:D009336)
- **Chemicals:** PFBA (MESH:C033094), Methanol (MESH:D000432), proline (MESH:D011392), PA (MESH:D011478), HCOOH (MESH:C030544), Glycerophospholipid (MESH:D020404), PI (MESH:D010716), PS (MESH:D010758), ammonia (MESH:D000641), Br (MESH:D001966), nitrogen (MESH:D009584), TG (MESH:D014280), acetonitrile (MESH:C032159), carbon (MESH:D002244), cholic acid (MESH:D019826), CDP-ethanolamine (MESH:C006933), polymer (MESH:D011108), lysophosphatidylinositol (MESH:C025449), amide (MESH:D000577), phospholipid (MESH:D010743), H2O (MESH:D014867), S1P (MESH:C060506), purines (MESH:D011687), cardiolipins (MESH:D002308), PFBS (MESH:C539348), Per- and polyfluoroalkyl substances (MESH:D005466), PI3P (MESH:C055525), LPE (MESH:C008301), (NH4)2CO3 (MESH:C040502), PG (MESH:D010715), PFDoA (MESH:C522391), Propionylcarnitine (MESH:C003223), dodecanoic acid (MESH:C030358), acetic acid (MESH:D019342), isopropanol (MESH:D019840), anandamide (MESH:C078814), PFDA (MESH:C036567), asparagine (MESH:D001216), cholesterol (MESH:D002784), PFOA (MESH:C023036), Cer (MESH:D002518), EtNP (MESH:C005448), Hippuric acid (MESH:C030514), AZOTE N28, N2 (-), PFNA (MESH:C101816), SM (MESH:D013109), phosphatidylethanolamine (MESH:C483858), silica (MESH:D012822), CDP-choline (MESH:D003566), Lysophospholipids (MESH:D008246), carnitine (MESH:D002331), L-aspartic acid (MESH:D001224), PFUnA (MESH:C586085), PFPeA (MESH:C000619812), urea (MESH:D014508), amino acid (MESH:D000596), D3 (MESH:D002762), PFHpA (MESH:C101815), Cl (MESH:D002713), PC (MESH:D010713)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Danio rerio (leopard danio, species) [taxon 7955], Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** HepaRG — Homo sapiens (Human), Hepatitis C infection, Cancer cell line (CVCL_9720)

## Full text

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## Figures

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## References

105 references — full list in the complete paper: https://tomesphere.com/paper/PMC12943362/full.md

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Source: https://tomesphere.com/paper/PMC12943362