Cited by 60Per- and polyfluoroalkyl substances researchFluorine in Organic ChemistrySynthesis and properties of polymers

Plasma levels of per- and polyfluoroalkyl substances (PFAS) are associated with altered levels of proteins previously linked to inflammation, metabolism and cardiovascular disease

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Dunder, Linda, Salihovic, Samira, Lind, P. Monica, Elmståhl, Sölve, Lind, Lars·2023·Environment International

Abstract

BACKGROUND: Per- and polyfluoroalkyl substances (PFAS) have been linked to immunotoxic and cardiometabolic effects in both experimental and epidemiological studies, but with conflicting results. AIM: The aim of the present study was to investigate potential associations between plasma PFAS levels and plasma levels of preselected proteomic biomarkers previously linked to inflammation, metabolism and cardiovascular disease. METHODS: Three PFAS (perfluorooctane sulfonic acid (PFOS), perfluorooctanoic acid (PFOA) and perfluorohexane sulfonic acid (PFHxS)) were measured by non-targeted metabolomics and 249 proteomic biomarkers were measured by the proximity extension assay (PEA) in plasma from 2,342 individuals within the Epidemiology for Health (EpiHealth) study from Sweden (45-75 years old, 50.6 % men). RESULTS: After adjustment for age and sex, 92% of the significant associations between PFOS concentrations and proteins were inverse (p < 0.0002, Bonferroni-adjusted). The results were not as clear for PFOA and PFHxS, but still with 80% and 64 % of the significant associations with proteins being inverse. After adjustment for age, sex, smoking, education, exercise habits and alcohol consumption, levels of epidermal growth factor receptor (EGFR), and paraoxonase type 3 (PON3) remained positively associated with all three PFAS, while resistin (RETN) and urokinase plasminogen activator surface receptor (uPAR) showed inverse associations with all three PFAS. CONCLUSIONS: Our findings imply that PFAS exposure is cross-sectionally linked to altered levels of proteins previously linked to inflammation, metabolism and cardiovascular disease in middle-aged humans.

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Crossref · 10.1016/j.envint.2023.107979

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  • Resistin and urokinase plasminogen activator (uPA) were inversely linked with all three analyzed PFAS compounds.

    “In addition, resistin (a hormone primarily produced by adipose tissue that plays a role in inflammation and insulin resistance) and urokinase plasminogen activator (uPA; a serine protease involved in tissue remodeling and cell migration) were inversely linked with all three PFAS compounds analyzed.”

    From Adverse health effects of PFAS (2025) · cites this paper as [7]

    Section 3.2 reports inverse associations between resistin (RETN) and all three PFAS. It reports the same for urokinase plasminogen activator surface receptor (uPAR), not urokinase plasminogen activator (uPA); these are different proteins. Page numbers were not provided in our copy. (LLM, conf=0.90)

    Experimental — accuracy not yet measured
  • After adjustment for confounders, the epidermal growth factor receptor and paraoxonase type 3 had a positive association with all three analyzed PFAS compounds (PFOS, PFOA, PFHxS).

    “including the receptor for epidermal growth factor (EGF; a protein involved in cell signaling pathways that control cell division and survival) and paraoxonase type 3 (a family of three enzymes known for their antioxidant and hydrolase activities) had a positive association with all three analyzed PFAS compounds7.”

    From Adverse health effects of PFAS (2025) · cites this paper as [7]

  • Dunder et al.'s analyses adjusted for confounders such as smoking, age, and alcohol.

    “After adjusting for confounders such as smoking, age, alcohol, and others, the following proteomic biomarkers were expressed”

    From Adverse health effects of PFAS (2025) · cites this paper as [7]

  • In Dunder et al.'s study, PFOS was inversely associated with specific proteomic biomarkers.

    “Their results revealed an inverse association between PFOS and specific proteomic biomarkers.”

    From Adverse health effects of PFAS (2025) · cites this paper as [7]

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Research works printed but not linked: 37

  1. Assarsson, E., Lundberg, M., Holmquist, G., Bjorkesten, J., Thorsen, S.B., Ekman, D., et al., 2014. Homogenous 96-plex PEA immunoassay exhibiting high sensitivity, specificity, and excellent scalability. PLoS One 9 (4), e95192.
  2. Benninghoff, A., 2007. Toxicoproteomics-the next step in the evolution of environmental biomarkers. Toxicological sciences : an official journal of the Society of Toxicology. 95 (1), 1-4.
  3. Chain EPanel oCitF, Knutsen H.K., Alexander J., Barregård L., Bignami M., Brüschweiler B., et al., 2018 Risk to human health related to the presence of perfluorooctane sulfonic acid and perfluorooctanoic acid in food. EFSA Journal. 16(12):e05194.
  4. Chain EPanel oCitF, Schrenk D., Bignami M., Bodin L., Chipman J.K., del Mazo J., et al., 2020 Risk to human health related to the presence of perfluoroalkyl substances in food. EFSA Journal. 18(9):e06223.
  5. Chang, E.T., Adami, H.O., Boffetta, P., Wedner, H.J., Mandel, J.S., 2016. A critical review of perfluorooctanoate and perfluorooctanesulfonate exposure and immunological health conditions in humans. Crit Rev Toxicol. 46 (4), 279-331.
  6. Cordner, A., Goldenman, G., Birnbaum, L.S., Brown, P., Miller, M.F., Mueller, R., et al., 2021. The True Cost of PFAS and the Benefits of Acting Now. Environ. Sci. Tech. 55 (14), 9630-9633.
  7. Costello, E., Rock, S., Stratakis, N., Eckel, S.P., Walker, D.I., Valvi, D., et al., 2022. Exposure to per-and Polyfluoroalkyl Substances and Markers of Liver Injury: A Systematic Review and Meta-Analysis. Environ. Health Perspect. 130 (4), 46001.
  8. Dorts, J., Kestemont, P., Marchand, P.-A., D'Hollander, W., Thézenas, M.-L., Raes, M., et al., 2011. Ecotoxicoproteomics in gills of the sentinel fish species, Cottus gobio, exposed to perfluorooctane sulfonate (PFOS). Aquat. Toxicol. 103 (1), 1-8.
  9. Filková, M., Haluzík, M., Gay, S., Senolt, L., 2009. The role of resistin as a regulator of inflammation: Implications for various human pathologies. Clinical immunology (Orlando, Fla). 133 (2), 157-170.
  10. Gerber, M., Boettner, A., Seidel, B., Lammert, A., Bär, J., Schuster, E., et al., 2005. Serum resistin levels of obese and lean children and adolescents: biochemical analysis and clinical relevance. J Clin Endocrinol Metab. 90 (8), 4503-4509.
  11. Glüge, J., Scheringer, M., Cousins, I.T., DeWitt, J.C., Goldenman, G., Herzke, D., et al., 2020. An overview of the uses of per-and polyfluoroalkyl substances (PFAS). Environ. Sci. Processes Impacts 22 (12), 2345-2373.
  12. Grandjean, P., Heilmann, C., Weihe, P., Nielsen, F., Mogensen, U.B., Budtz-Jørgensen, E., 2017. Serum Vaccine Antibody Concentrations in Adolescents Exposed to Perfluorinated Compounds. Environ. Health Perspect. 125 (7), 077018.
  13. Hagenaars, A., Vergauwen, L., Benoot, D., Laukens, K., Knapen, D., 2013. Mechanistic toxicity study of perfluorooctanoic acid in zebrafish suggests mitochondrial dysfunction to play a key role in PFOA toxicity. Chemosphere 91 (6), 844-856.
  14. Huang, Q., Zhang, J., Martin, F.L., Peng, S., Tian, M., Mu, X., et al., 2013. Perfluorooctanoic acid induces apoptosis through the p53-dependent mitochondrial pathway in human hepatic cells: a proteomic study. Toxicol. Lett. 223 (2), 211-220.
  15. Jamaluddin, M.S., Weakley, S.M., Yao, Q., Chen, C., 2012. Resistin: functional roles and therapeutic considerations for cardiovascular disease. Br J Pharmacol. 165 (3), 622-632.
  16. Koch, A., Jonsson, M., Yeung, L.W.Y., Kärrman, A., Ahrens, L., Ekblad, A., et al., 2020. Per-and Polyfluoroalkyl-Contaminated Freshwater Impacts Adjacent Riparian Food Webs. Environ. Sci. Tech. 54 (19), 11951-11960.
  17. Kota, S.K., Meher, L.K., Kota, S.K., Jammula, S., Krishna, S.V., Modi, K.D., 2013. Implications of serum paraoxonase activity in obesity, diabetes mellitus, and dyslipidemia. Indian J Endocrinol Metab. 17 (3), 402-412.
  18. Li, K., Sun, J., Yang, J., Roberts, S.M., Zhang, X., Cui, X., et al., 2017. Molecular Mechanisms of Perfluorooctanoate-Induced Hepatocyte Apoptosis in Mice Using Proteomic Techniques. Environ. Sci. Tech. 51 (19), 11380-11389.
  19. Lind, L., Elmståhl, S., Bergman, E., Englund, M., Lindberg, E., Michaelsson, K., et al., 2013. EpiHealth: a large population-based cohort study for investigation of gene- lifestyle interactions in the pathogenesis of common diseases. Eur. J. Epidemiol. 28 (2), 189-197.
  20. Lind, P.M., Salihovic, S., Stubleski, J., Karrman, A., Lind, L., 2018. Changes in plasma levels of perfluoroalkyl substances (PFASs) are related to increase in carotid intima- media thickness over 10 years -a longitudinal study. Environmental health : a global access science source. 17 (1), 59.
  21. Mazar, A.P., 2008. Urokinase plasminogen activator receptor choreographs multiple ligand interactions: implications for tumor progression and therapy. Clin. Cancer Res. 14 (18), 5649-5655.
  22. Montuori, N., Cosimato, V., Rinaldi, L., Rea, V.E., Alfano, D., Ragno, P., 2013. uPAR regulates pericellular proteolysis through a mechanism involving integrins and fMLF-receptors. Thromb. Haemost. 109 (2), 309-318.
  23. Ohmori, R., Momiyama, Y., Kato, R., Taniguchi, H., Ogura, M., Ayaori, M., et al., 2005. Associations between serum resistin levels and insulin resistance, inflammation, and coronary artery disease. J. Am. Coll. Cardiol. 46 (2), 379-380.
  24. Pennings, J.L., Jennen, D.G., Nygaard, U.C., Namork, E., Haug, L.S., van Loveren, H., et al., 2016. Cord blood gene expression supports that prenatal exposure to perfluoroalkyl substances causes depressed immune functionality in early childhood. J Immunotoxicol. 13 (2), 173-180.
  25. Pfohl, M., Ingram, L., Marques, E., Auclair, A., Barlock, B., Jamwal, R., et al., 2020. Perfluorooctanesulfonic Acid and Perfluorohexanesulfonic Acid Alter the Blood Lipidome and the Hepatic Proteome in a Murine Model of Diet-Induced Obesity. Toxicological sciences : an official journal of the Society of Toxicology. 178 (2), 311-324.
  26. Rappazzo, K.M., Coffman, E., Hines, E.P., 2017. Exposure to Perfluorinated Alkyl Substances and Health Outcomes in Children: A Systematic Review of the Epidemiologic Literature. Int. J. Environ. Res. Public Health 14 (7).
  27. Reddy, S.T., Wadleigh, D.J., Grijalva, V., Ng, C., Hama, S., Gangopadhyay, A., et al., 2001. Human Paraoxonase-3 Is an HDL-Associated Enzyme With Biological Activity Similar to Paraoxonase-1 Protein but Is Not Regulated by Oxidized Lipids. Arterioscler. Thromb. Vasc. Biol. 21 (4), 542-547.
  28. Reilly, M.P., Lehrke, M., Wolfe, M.L., Rohatgi, A., Lazar, M.A., Rader, D.J., 2005. Resistin Is an Inflammatory Marker of Atherosclerosis in Humans. Circulation 111 (7), 932-939.
  29. Scharmach, E., Buhrke, T., Lichtenstein, D., Lampen, A., 2012. Perfluorooctanoic acid affects the activity of the hepatocyte nuclear factor 4 alpha (HNF4α). Toxicol. Lett. 212 (2), 106-112.
  30. Shao, X., Ji, F., Wang, Y., Zhu, L., Zhang, Z., Du, X., et al., 2018. Integrative Chemical Proteomics-Metabolomics Approach Reveals Acaca/Acacb as Direct Molecular Targets of PFOA. Anal. Chem. 90 (18), 11092-11098.
  31. Shi, X., Yeung, L.W., Lam, P.K., Wu, R.S., Zhou, B., 2009. Protein profiles in zebrafish (Danio rerio) embryos exposed to perfluorooctane sulfonate. Toxicological sciences : an official journal of the Society of Toxicology. 110 (2), 334-340.
  32. Smith, H.W., Marshall, C.J., 2010. Regulation of cell signalling by uPAR. Nat. Rev. Mol. Cell Biol. 11 (1), 23-36.
  33. Steppan, C.M., Bailey, S.T., Bhat, S., Brown, E.J., Banerjee, R.R., Wright, C.M., et al., 2001. The hormone resistin links obesity to diabetes. Nature 409 (6818), 307-312.
  34. Tan, F., Jin, Y., Liu, W., Quan, X., Chen, J., Liang, Z., 2012. Global liver proteome analysis using iTRAQ labeling quantitative proteomic technology to reveal biomarkers in mice exposed to perfluorooctane sulfonate (PFOS). Environ. Sci. Tech. 46 (21), 12170-12177.
  35. Wang, J., Yan, S., Zhang, W., Zhang, H., Dai, J., 2015. Integrated proteomic and miRNA transcriptional analysis reveals the hepatotoxicity mechanism of PFNA exposure in mice. J. Proteome Res. 14 (1), 330-341.
  36. Wieduwilt, M.J., Moasser, M.M., 2008. The epidermal growth factor receptor family: biology driving targeted therapeutics. Cell Mol Life Sci. 65 (10), 1566-1584.
  37. Zhang, H., Lu, Y., Luo, B., Yan, S., Guo, X., Dai, J., 2014. Proteomic analysis of mouse testis reveals perfluorooctanoic acid-induced reproductive dysfunction via direct disturbance of testicular steroidogenic machinery. J. Proteome Res. 13 (7), 3370-3385.

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Authors
Dunder, L., Salihovic, S., Lind, P. M., Elmståhl, S., & Lind, L.
Affiliations
  • Uppsala University (SE)
  • Lund University (SE)
Corresponding author
Dunder, Linda
Venue
Environment International
Publisher
Elsevier BV
Published
2023-07
Volume
177
Pages
107979
ISSN
0160-4120 (ISSN-L)
OpenAlex
W4378070864
Cited by
60
References
2
Citations by year
2026: 18 · 2025: 24 · 2024: 16 · 2023: 2
FWCI
5.18
Type
journal article
Language
en
Open access
Locations
  • Environment International (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • KTH Publication Database DiVA (KTH Royal Institute of Technology) (submittedVersion, other-oa)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • Lund University Publications (Lund University) (submittedVersion)
Funders
  • Akademiska Sjukhuset
  • Vetenskapsrådet
Topics
  • Physical Sciences › Environmental Science › Environmental Chemistry › Per- and polyfluoroalkyl substances research
  • Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmaceutical Science › Fluorine in Organic Chemistry
  • Physical Sciences › Materials Science › Polymers and Plastics › Synthesis and properties of polymers
Keywords
per- and polyfluoroalkyl substances, PFOS, perfluorooctanoic acid, PFHxS, inflammation, cardiometabolic disease, cardiovascular disease, epidermal growth factor receptor, resistin, uPAR, immunotoxicity, middle-aged adults
MeSH terms
Aged, Caprylates, Cardiovascular Diseases, Environmental Pollutants, Female, Fluorocarbons, Humans, Inflammation, Male, Middle Aged, Sulfonic Acids, Alkanesulfonic Acids, Proteomics

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