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M F Coêlho AC, Charles D, Nøst TH, Cioni L, Huber S, Herzke D, Rylander C, Berg V, Sandanger TM. Temporal and cross-sectional associations of serum per- and polyfluoroalkyl substances (PFAS) and lipids from 1986 to 2016 - The Tromsø study. ENVIRONMENT INTERNATIONAL 2025; 199:109508. [PMID: 40339345 DOI: 10.1016/j.envint.2025.109508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Revised: 04/29/2025] [Accepted: 04/29/2025] [Indexed: 05/10/2025]
Abstract
INTRODUCTION Per- and polyfluoroalkyl substances (PFAS) have been linked to effects on human lipid profiles, with several epidemiological studies reporting associations between specific PFAS and blood lipid concentrations. However, these associations have been inconsistent, and most studies have focused on cross-sectional analyses with limited repeated measurements. OBJECTIVE In this study, we investigated associations between serum PFAS concentrations and major blood lipid classes over a 30-year period (1986-2016) and up to five time points. Lipids analyzed included total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and triglycerides (TG). METHODS This study included 145 participants from The Tromsø Study, Norway, who donated plasma samples three to five times over the study period. Linear mixed-effects (LME) models assessed longitudinal associations between PFAS and lipid classes, while multiple linear regression (MLR) models were used for cross-sectional associations. RESULTS LME models demonstrated positive longitudinal associations between perfluorooctanoic acid (PFOA), perfluorononanoic acid (PFNA), perfluorodecanoic acid (PFDA), perfluoroundecanoic acid (PFUnDA), perfluorododecanoic acid (PFDoDA), and perfluorotridecanoic acid (PFTrDA) with TC. Additionally, PFOA, PFDA, PFUnDA, PFDoDA, and PFTrDA were associated with LDL-C, and PFUnDA and summed perfluorooctane sulfonate isomers (∑PFOS) with HDL-C. Cross-sectional analyses corroborated positive associations between the six PFAS compounds and TC at least three times, but the LDL-C and HDL-C associations were not confirmed. Summed perfluorooctane sulfonamide isomers (∑PFOSA) showed a negative association with LDL-C longitudinally, but this was not confirmed cross-sectionally. No associations were observed between PFAS and TG, longitudinally or cross-sectionally. CONCLUSION Concentrations of multiple PFAS were positively associated with blood lipids in longitudinal analyses, with the most consistent associations observed between six PFCA compounds and TC. These findings highlight the need for further investigation into these complex associations.
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Affiliation(s)
- Ana Carolina M F Coêlho
- Department of Community Medicine, Faculty of Health Sciences, UiT - The Arctic University of Norway, Tromsø, Norway.
| | - Dolley Charles
- Department of Community Medicine, Faculty of Health Sciences, UiT - The Arctic University of Norway, Tromsø, Norway
| | - Therese Haugdahl Nøst
- Department of Community Medicine, Faculty of Health Sciences, UiT - The Arctic University of Norway, Tromsø, Norway; Department of Public Health and Nursing, Norwegian University of Science and Technology, Trondheim, Norway
| | - Lara Cioni
- Institute of Environmental Assessment and Water Research, Barcelona, Spain
| | - Sandra Huber
- Department of Laboratory Medicine, University Hospital of North Norway, Tromsø, Norway
| | - Dorte Herzke
- NILU, Tromsø, Norway; Norwegian Institute for Public Health, Oslo, Norway
| | - Charlotta Rylander
- Department of Community Medicine, Faculty of Health Sciences, UiT - The Arctic University of Norway, Tromsø, Norway
| | - Vivian Berg
- Department of Laboratory Medicine, University Hospital of North Norway, Tromsø, Norway; Department of Medical Biology, Faculty of Health Sciences, UiT - The Arctic University of Norway, Tromsø, Norway
| | - Torkjel M Sandanger
- Department of Community Medicine, Faculty of Health Sciences, UiT - The Arctic University of Norway, Tromsø, Norway; NILU, Tromsø, Norway
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2
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Manz KE. Considerations for Measurements of Aggregate PFAS Exposure in Precision Environmental Health. ACS MEASUREMENT SCIENCE AU 2024; 4:620-628. [PMID: 39713038 PMCID: PMC11659993 DOI: 10.1021/acsmeasuresciau.4c00052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 10/08/2024] [Accepted: 10/09/2024] [Indexed: 12/24/2024]
Abstract
Per- and polyfluoroalkyl substances (PFAS) have become a major focus of research due to their widespread environmental presence and adverse health effects associated with human exposure. PFAS include legacy and emerging structures and are characterized by a range of functional groups and carbon-fluorine chains that vary in length (from fewer than 3 carbons to more than 7 carbons). Research has linked PFAS exposure to an array of health concerns, ranging from developmental and reproductive disorders to immune system impairments and an increased risk of certain cancers. In this new era of personalized health, measuring markers of PFAS exposure in human biospecimens is an important part of environmental public health surveillance. PFAS are typically measured in human blood and tissues using targeted approaches, which quantify individual PFAS structures using specific instrumentation. The diversity and complexity of PFAS, the limitations of the targeted approaches due to the sheer number of structures, and the absence of publicly available analytical standards pose significant challenges for measurement methodologies. This perspective aims to describe aggregate PFAS exposure measurements and their potential for use in precision medicine applications including a discussion of the limitations and potential benefits of these aggregate measurements. As public health organizations, healthcare professionals, and the public look for guidance regarding the safe use of and exposure to PFAS, in a pragmatic cost-effective manner, the dynamic field of measurement science is poised to respond with innovative technological solutions to an important public health need.
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Affiliation(s)
- Katherine E. Manz
- Department
of Environmental Health Sciences, University
of Michigan, Ann Arbor, Michigan 48109, United States
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3
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Edlund J, Sdougkou K, Papazian S, Wu WYY, Martin JW, Harlid S. Chemical exposomics in biobanked plasma samples and associations with breast cancer risk factors. JOURNAL OF EXPOSURE SCIENCE & ENVIRONMENTAL EPIDEMIOLOGY 2024:10.1038/s41370-024-00736-0. [PMID: 39643621 DOI: 10.1038/s41370-024-00736-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Revised: 11/14/2024] [Accepted: 11/25/2024] [Indexed: 12/09/2024]
Abstract
BACKGROUND The chemical exposome includes exposure to numerous environmental and endogenous molecules, many of which have been linked to reproductive outcomes due to their endocrine-disrupting properties. As several breast cancer risk factors, including age and parity, are related to reproduction, it is imperative to investigate the interplay between such factors and the chemical exposome prior to conducting large scale exposome-based breast cancer studies. OBJECTIVE This pilot study aimed to provide an overview of the chemical exposome in plasma samples from healthy women and identify associations between environmental exposures and three risk factors for breast cancer: age, parity, and age at menarche. MATERIAL AND METHODS Plasma samples (n = 161), were selected based on reproductive history from 100 women participating in the Northern Sweden Health and Disease Study, between 1987 and 2006. Samples were analyzed by liquid chromatography high-resolution mass spectrometry (LC-HRMS) for 77 priority target analytes including contaminants and hormones, with simultaneous untargeted profiling of the chemical exposome and metabolome. Linear mixed effects models were applied to test associations between risk factors and chemical levels. RESULTS Fifty-five target analytes were detected in at least one individual and over 94,000 untargeted features were detected across all samples. Among untargeted features, 430 could be annotated and were broadly classified as environmental (246), endogenous (167) or ambiguous (17). Applying mixed effect models to features detected in at least 70% of the samples (16,778), we found seven targeted analytes (including caffeine and various per- and poly-fluoroalkyl substances) and 38 untargeted features, positively associated with age. The directionality of these associations reversed for parity, decreasing with increasing births. Seven separate targeted analytes were associated with age at menarche. SIGNIFICANCE This study demonstrates how a comprehensive chemical exposome approach can be used to inform future research prioritization regarding associations between known and unknown substances, reproduction, and breast cancer risk. IMPACT STATEMENT This study illustrates how chemical exposomics of long-term stored blood samples offers valuable insights to discover chemical exposures and their potential links to disease in humans, particularly those related to reproduction and breast cancer risk factors.
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Affiliation(s)
- Jessica Edlund
- Department of Diagnostics and Intervention, Oncology, Umeå University, Umeå, 901 87, Sweden
| | - Kalliroi Sdougkou
- Department of Environmental Science, Science for Life Laboratory, Stockholm University, Stockholm, 106 91, Sweden
| | - Stefano Papazian
- Department of Environmental Science, Science for Life Laboratory, Stockholm University, Stockholm, 106 91, Sweden
- National Facility for Exposomics, Metabolomics Platform, Science for Life Laboratory, Stockholm University, Solna, 171 65, Sweden
| | - Wendy Yi-Ying Wu
- Department of Diagnostics and Intervention, Oncology, Umeå University, Umeå, 901 87, Sweden
| | - Jonathan W Martin
- Department of Environmental Science, Science for Life Laboratory, Stockholm University, Stockholm, 106 91, Sweden
- National Facility for Exposomics, Metabolomics Platform, Science for Life Laboratory, Stockholm University, Solna, 171 65, Sweden
| | - Sophia Harlid
- Department of Diagnostics and Intervention, Oncology, Umeå University, Umeå, 901 87, Sweden.
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4
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Li J, Duan W, An Z, Jiang Z, Li L, Guo M, Tan Z, Zeng X, Liu X, Liu Y, Li A, Guo H. Legacy and alternative per- and polyfluoroalkyl substances spatiotemporal distribution in China: Human exposure, environmental media, and risk assessment. JOURNAL OF HAZARDOUS MATERIALS 2024; 480:135795. [PMID: 39278030 DOI: 10.1016/j.jhazmat.2024.135795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Revised: 08/22/2024] [Accepted: 09/08/2024] [Indexed: 09/17/2024]
Abstract
In recent decades, China's rapid development has led to significant environmental pollution from the widespread use of chemical products. Per- and polyfluoroalkyl substances (PFAS) are among the most concerning pollutants due to their persistence and bioaccumulation. This article assesses PFAS exposure levels, distribution, and health risks in Chinese blood, environment, and food. Out of 4037 papers retrieved from November 2022 to December 31, 2023, 351 articles met the criteria. Findings show perfluorooctanoic acid (PFOA) and perfluorooctane sulfonic acid (PFOS) as the main PFAS in both Chinese populations and the environment. The highest PFOA levels in Chinese populations were in Shandong (53.868 ng/mL), while Hubei had the highest PFOS levels (43.874 ng/mL). Similarly, water samples from Sichuan (2115.204 ng/L) and Jiangsu (368.134 ng/L) had the highest PFOA and PFOS levels, respectively. Although localized areas showed high PFAS concentrations. Additionally, developed areas had higher PFAS contamination. The researches conducted in areas such as Qinghai and Hainan remain limited, underscoring the imperative for further investigation. Temporal analysis indicates declining levels of some PFAS, but emerging alternatives require more research. Limited studies on PFAS concentrations in soil, atmosphere, and food emphasize the need for comprehensive research to mitigate human exposure.
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Affiliation(s)
- Jing Li
- Department of Toxicology, School of Public Health, Hebei Medical University, Shijiazhuang 050017, PR China
| | - Wenjing Duan
- Department of Toxicology, School of Public Health, Hebei Medical University, Shijiazhuang 050017, PR China
| | - Ziwen An
- Department of Toxicology, School of Public Health, Hebei Medical University, Shijiazhuang 050017, PR China
| | - Zexuan Jiang
- Department of Toxicology, School of Public Health, Hebei Medical University, Shijiazhuang 050017, PR China
| | - Longfei Li
- Department of Toxicology, School of Public Health, Hebei Medical University, Shijiazhuang 050017, PR China
| | - Mingmei Guo
- Department of Toxicology, School of Public Health, Hebei Medical University, Shijiazhuang 050017, PR China
| | - Zhenzhen Tan
- Department of Toxicology, School of Public Health, Hebei Medical University, Shijiazhuang 050017, PR China
| | - Xiuli Zeng
- Department of Toxicology, School of Public Health, Hebei Medical University, Shijiazhuang 050017, PR China
| | - Xuehui Liu
- Hebei Key Laboratory of Environment and Human Health, Hebei Province, Shijiazhuang 050017, PR China
| | - Yi Liu
- Department of Toxicology, School of Public Health, Hebei Medical University, Shijiazhuang 050017, PR China
| | - Ang Li
- Department of Epidemiology and Biostatistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing 100005, PR China; Center of Environmental and Health Sciences, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing 100005, PR China.
| | - Huicai Guo
- Department of Toxicology, School of Public Health, Hebei Medical University, Shijiazhuang 050017, PR China; Hebei Key Laboratory of Environment and Human Health, Hebei Province, Shijiazhuang 050017, PR China.
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5
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Tsai WJ, Hsieh WS, Chen PC, Liu CY. Prenatal Perfluoroalkyl Substance Exposure in Association with Global Histone Post-Translational Methylation in 2-Year-Old Children. TOXICS 2024; 12:876. [PMID: 39771091 PMCID: PMC11679469 DOI: 10.3390/toxics12120876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 11/26/2024] [Accepted: 11/28/2024] [Indexed: 01/11/2025]
Abstract
Perfluoroalkyl substances (PFASs) have elimination half-lives in years in humans and are persistent in the environment. PFASs can cross the placenta and impact fetal development. Exposure to PFASs may lead to adverse effects through epigenetic mechanisms. This study aimed to investigate whether prenatal exposure to perfluorooctyl sulfonate (PFOS), perfluorooctanoic acid (PFOA), perfluorononanoic acid (PFNA), and perfluoroundecanoic acid (PFUA) was associated with global histone methylation level changes among the 130 2-year-old children followed-up in a birth cohort study in Taiwan. PFOS, PFOA, PFNA, and PFUA were measured by UHPLC/MS/MS in cord blood. Global histone methylation levels were measured from the blood leukocytes of 2-year-old children by Western blotting. Multivariable regression analyses were applied to adjust for potential confounding effects. Among the 2-year-old children, an IQR increase in the natural log-transformed PFUA exposure was associated with an increased H3K4me3 level by 2.76-fold (95%CI = (0.79, 4.73), p = 0.007). PFOA and PFNA exposures was associated with a decreased H3K27me3 level by 2.35-fold (95%CI = (-4.29, -0.41), p = 0.01) and 2.01-fold (95%CI = (-4.00, -0.03), p = 0.04), respectively. Our findings suggest that prenatal PFAS exposure affected histone post-translational modifications.
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Affiliation(s)
- Wan-Ju Tsai
- Institute of Environmental and Occupational Health Sciences, College of Public Health, National Taiwan University, Taipei 100, Taiwan (P.-C.C.)
| | - Wu-Shiun Hsieh
- Department of Pediatrics, Cathay General Hospital, Taipei 106, Taiwan;
- Department of Pediatrics, National Taiwan University College of Medicine, Taipei 100, Taiwan
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Pau-Chung Chen
- Institute of Environmental and Occupational Health Sciences, College of Public Health, National Taiwan University, Taipei 100, Taiwan (P.-C.C.)
- Department of Environmental and Occupational Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
- National Institute of Environmental Health Sciences, National Health Research Institutes, Miaoli 350, Taiwan
- Department of Public Health, College of Public Health, National Taiwan University, Taipei 100, Taiwan
| | - Chen-Yu Liu
- Institute of Environmental and Occupational Health Sciences, College of Public Health, National Taiwan University, Taipei 100, Taiwan (P.-C.C.)
- Department of Public Health, College of Public Health, National Taiwan University, Taipei 100, Taiwan
- Global Health Program, College of Public Health, National Taiwan University, Taipei 100, Taiwan
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6
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Narasimhan K, Vaitheeswari, Choi E, Chandran NS, Eriksson JG, Bendt AK, Torta F, Mir SA. Integrated analysis of per- and polyfluoroalkyl substances and plasma lipidomics profiles in multi-ethnic Asian subjects for exposome research. Environ Health 2024; 23:105. [PMID: 39609840 PMCID: PMC11603991 DOI: 10.1186/s12940-024-01145-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Accepted: 11/18/2024] [Indexed: 11/30/2024]
Abstract
BACKGROUND Perfluoroalkyl and polyfluoroalkyl substances (PFAS) exposure has been associated with metabolic diseases, however, the underlying molecular pathogenesis remains to be understood. Integrated PFAS and lipidomic analysis has the potential to identify alterations in lipid metabolism pathways for exposome research. METHODS A targeted LC-MS/MS method was developed for the quantification of 14 PFAS from human plasma samples (n = 96). Concurrently, high coverage lipidomics was conducted for the quantification of 665 lipid species in the same plasma samples. Linear regression models were implemented to study the association of PFAS with plasma lipidome. RESULTS Women had lower levels of PFAS compared to men and Asian-Indians had lower levels of PFAS compared to both Chinese and Malay subjects. PFAS were positively associated with a number of lipid species from lysophospholipid, ceramide and triacylglycerol lipid classes. Phosphatidylinositol, acylcarnitine and sphingosine-1-phosphate were negatively associated with PFAS. Association studies revealed both shared and distinct relationship of PFAS with plasma lipids. CONCLUSIONS We demonstrate that the circulating levels of PFAS vary with age, ethnicity and sex within a multi-ethnic Asian population with potential implications in future biomonitoring and mitigation. Our comprehensive lipidomics methodology and association studies enabled us to characterize the relationship of circulating PFAS and lipidomic profiles. These results will help in better understanding of the molecular basis of PFAS exposure on human health outcomes.
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Affiliation(s)
| | - Vaitheeswari
- Singapore Lipidomics Incubator, Life Sciences Institute, National University of Singapore, Singapore, Singapore
| | - Ellie Choi
- Department of Dermatology, National University Hospital, Singapore, Singapore
| | | | - Johan G Eriksson
- Singapore Institute for Clinical Sciences, A*STAR, Singapore, Singapore
- Department of Obstetrics and Gynaecology and Human Potential Translational Research programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Folkhalsan Research Center, Helsinki, Finland
- Department of General Practice and Primary Health Care, University of Helsinki, Helsinki, Finland
| | - Anne K Bendt
- Singapore Lipidomics Incubator, Life Sciences Institute, National University of Singapore, Singapore, Singapore
| | - Federico Torta
- Singapore Lipidomics Incubator, Life Sciences Institute, National University of Singapore, Singapore, Singapore
- Department of Biochemistry and Precision Medicine Translational Programme, National University of Singapore, Singapore, 117596, Singapore
| | - Sartaj Ahmad Mir
- Singapore Lipidomics Incubator, Life Sciences Institute, National University of Singapore, Singapore, Singapore.
- Department of Biochemistry and Precision Medicine Translational Programme, National University of Singapore, Singapore, 117596, Singapore.
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7
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Bartell SM, Purdue MP, Rhee J, Nøst TH, Rusiecki J, Steenland K. How well does a single blood sample represent long-term exposure for epidemiological studies of PFOA among men in the general population? ENVIRONMENT INTERNATIONAL 2024; 192:109056. [PMID: 39388846 DOI: 10.1016/j.envint.2024.109056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 09/22/2024] [Accepted: 10/03/2024] [Indexed: 10/12/2024]
Abstract
Many epidemiological studies use a single blood sample per participant to assess exposure, but it is unclear how well a single sample represents longer term exposure. We performed a simulation study using summary statistics for repeated serum PFOA measurements from several previous studies in men to generate plausible serum concentrations over time, taking within-subject correlations into account. Simulated serum concentrations for controls were categorized into quintiles at each time point, and used to determine the extent of misclassification at each time point compared to the "true" long-term average exposure. We then generated case counts by quintile needed to produce an odds ratio (OR) of 1.5 for the highest vs. lowest quintile categorized based on long term exposure, and used the same misclassification rates observed in the controls to simulate misclassified exposure quintiles for cases. Comparing long term vs. single baseline exposure measures for repeated serum samples collected within about 5-13 years of each other revealed similar effect estimates, although there was a small bias to the null. Trend tests across quintiles were mostly significant using either baseline or long-term exposure. For the general population sample of men in Norway, with 5 repeated measurements over 28 years, serum PFOA was substantially lower prior to 1987, and using either of the two earliest samples as the exposure metric, compared to the long term average, produced larger bias to the null and non-significant trend tests; however using later time points as the exposure metric resulted in only a small bias. Using data based on studies of men, single baseline serum samples represented rather well the mean of repeated samples collectedup to 13 years apart, but were not always reliable surrogates for average exposure over 3 decades, during which time PFOA exposure levels in the general population have changed substantially.
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Affiliation(s)
- Scott M Bartell
- Department of Environmental and Occupational Health, Department of Statistics, and Department of Epidemiology and Biostatistics, University of California, Irvine, Irvine, CA, USA.
| | - Mark P Purdue
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Jongeun Rhee
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Therese H Nøst
- Department for Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway; HUNT Research Centre, NTNU Norwegian University of Science and Technology, Trondheim, Norway
| | - Jennifer Rusiecki
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Kyle Steenland
- Dept. of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
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8
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DeWitt JC, Glüge J, Cousins IT, Goldenman G, Herzke D, Lohmann R, Miller M, Ng CA, Patton S, Trier X, Vierke L, Wang Z, Adu-Kumi S, Balan S, Buser AM, Fletcher T, Haug LS, Heggelund A, Huang J, Kaserzon S, Leonel J, Sheriff I, Shi YL, Valsecchi S, Scheringer M. Zürich II Statement on Per- and Polyfluoroalkyl Substances (PFASs): Scientific and Regulatory Needs. ENVIRONMENTAL SCIENCE & TECHNOLOGY LETTERS 2024; 11:786-797. [PMID: 39156923 PMCID: PMC11325642 DOI: 10.1021/acs.estlett.4c00147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 03/27/2024] [Accepted: 03/29/2024] [Indexed: 08/20/2024]
Abstract
Per- and polyfluoroalkyl substances (PFASs) are a class of synthetic organic chemicals of global concern. A group of 36 scientists and regulators from 18 countries held a hybrid workshop in 2022 in Zürich, Switzerland. The workshop, a sequel to a previous Zürich workshop held in 2017, deliberated on progress in the last five years and discussed further needs for cooperative scientific research and regulatory action on PFASs. This review reflects discussion and insights gained during and after this workshop and summarizes key signs of progress in science and policy, ongoing critical issues to be addressed, and possible ways forward. Some key take home messages include: 1) understanding of human health effects continues to develop dramatically, 2) regulatory guidelines continue to drop, 3) better understanding of emissions and contamination levels is needed in more parts of the world, 4) analytical methods, while improving, still only cover around 50 PFASs, and 5) discussions of how to group PFASs for regulation (including subgroupings) have gathered momentum with several jurisdictions proposing restricting a large proportion of PFAS uses. It was concluded that more multi-group exchanges are needed in the future and that there should be a greater diversity of participants at future workshops.
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Affiliation(s)
- Jamie C. DeWitt
- Department
of Environmental and Molecular Toxicology, Oregon State University, Corvallis 97331, Oregon, United States
| | - Juliane Glüge
- Institute
of Biogeochemistry and Pollutant Dynamics, ETH Zürich, Zürich CH-8092, Switzerland
| | - Ian T. Cousins
- Department
of Environmental Science, Stockholm University, Stockholm SE-10691, Sweden
| | | | - Dorte Herzke
- NILU,
Tromsø 9296, Norway and Department of Food Safety, Norwegian
Institute of Public Health, Oslo 0213, Norway
| | - Rainer Lohmann
- Graduate
School of Oceanography, University of Rhode
Island, Narragansett 02882, Rhode Island, United States
| | - Mark Miller
- National
Institute of Environmental Health Sciences, U.S. Public Health Service, Research
Triangle Park 27709, North Carolina, United States
| | - Carla A. Ng
- Department
of Civil & Environmental Engineering and Environmental and Occupational
Health, University of Pittsburgh, Pittsburgh 15261, Pennsylvania, United States
| | - Sharyle Patton
- Health
and
Environment Program Commonweal, Bolinas 94924, California, United States
| | - Xenia Trier
- Department
of Plant and Environmental Sciences, Section for Environmental Chemistry
and Physics, University of Copenhagen, Copenhagen 1165, Denmark
| | - Lena Vierke
- German
Environment Agency (UBA), Dessau-Roßlau 06844, Germany
| | - Zhanyun Wang
- Empa-Swiss
Federal Laboratories for Materials Science and Technology, St. Gallen CH-9014, Switzerland
| | | | - Simona Balan
- California
Department of Toxic Substances Control, Safer Consumer Products Program, Berkeley 94710, California, United States
| | | | - Tony Fletcher
- Department
of Public Health, Environments & Society, London School of Hygiene & Tropical Medicine, London WC1H 9SH, U.K.
| | - Line Småstuen Haug
- Department
of Food Safety, Norwegian Institute of Public
Health, Oslo 0213, Norway
| | | | - Jun Huang
- School
of Environment, Tsinghua University, Beijing 100084, China
| | - Sarit Kaserzon
- Queensland
Alliance for Environmental Health Sciences, The University of Queensland, Queensland 4102, Australia
| | - Juliana Leonel
- Department
of Oceanography, Universidade Federal de
Santa Catarina, Florianopólis 40170110, Brazil
| | - Ishmail Sheriff
- School
of Civil Engineering, Universiti Sains Malaysia, Penang 14300, Malaysia
| | - Ya-Li Shi
- School
of Environment, Hangzhou Institute for Advanced Study, University
of Chinese Academy of Sciences, Hangzhou, CN, 310024 and State Key
Laboratory of Environmental Chemistry and Ecotoxicology, Research
Center for Eco-Environmental Sciences, Chinese
Academy of Sciences, Beijing 100085, China
| | - Sara Valsecchi
- Water
Research Institute-National Research Council, Brugherio 20861, Italy
| | - Martin Scheringer
- Institute
of Biogeochemistry and Pollutant Dynamics, ETH Zürich, Zürich CH-8092, Switzerland
- RECETOX, Masaryk
University, Brno 62500, Czech Republic
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9
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Cioni L, Nikiforov V, Benskin JP, Coêlho ACM, Dudášová S, Lauria MZ, Lechtenfeld OJ, Plassmann MM, Reemtsma T, Sandanger TM, Herzke D. Combining Advanced Analytical Methodologies to Uncover Suspect PFAS and Fluorinated Pharmaceutical Contributions to Extractable Organic Fluorine in Human Serum (Tromsø Study). ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:12943-12953. [PMID: 38985529 PMCID: PMC11271008 DOI: 10.1021/acs.est.4c03758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 06/27/2024] [Accepted: 06/27/2024] [Indexed: 07/12/2024]
Abstract
A growing number of studies have reported that routinely monitored per- and polyfluoroalkyl substances (PFAS) are not sufficient to explain the extractable organic fluorine (EOF) measured in human blood. In this study, we address this gap by screening pooled human serum collected over 3 decades (1986-2015) in Tromsø (Norway) for >5000 PFAS and >300 fluorinated pharmaceuticals. We combined multiple analytical techniques (direct infusion Fourier transform ion cyclotron resonance mass spectrometry, liquid chromatography-Orbitrap-high-resolution mass spectrometry, and total oxidizable precursors assay) in a three-step suspect screening process which aimed at unequivocal suspect identification. This approach uncovered the presence of one PFAS and eight fluorinated pharmaceuticals (including some metabolites) in human serum. While the PFAS suspect only accounted for 2-4% of the EOF, fluorinated pharmaceuticals accounted for 0-63% of the EOF, and their contribution increased in recent years. Although fluorinated pharmaceuticals often contain only 1-3 fluorine atoms, our results indicate that they can contribute significantly to the EOF. Indeed, the contribution from fluorinated pharmaceuticals allowed us to close the organofluorine mass balance in pooled serum from 2015, indicating a good understanding of organofluorine compounds in humans. However, a portion of the EOF in human serum from 1986 and 2007 still remained unexplained.
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Affiliation(s)
- Lara Cioni
- NILU,
Fram Centre, Tromsø NO-9296, Norway
- Department
of Community Medicine, UiT—the Arctic
University of Norway, Tromsø NO-9037, Norway
| | | | - Jonathan P. Benskin
- Department
of Environmental Science, Stockholm University, Stockholm SE-10691, Sweden
| | | | - Silvia Dudášová
- Helmholtz
Centre for Environmental Research—UFZ, Leipzig DE-04103, Germany
| | - Melanie Z. Lauria
- Department
of Environmental Science, Stockholm University, Stockholm SE-10691, Sweden
| | | | - Merle M. Plassmann
- Department
of Environmental Science, Stockholm University, Stockholm SE-10691, Sweden
| | - Thorsten Reemtsma
- Helmholtz
Centre for Environmental Research—UFZ, Leipzig DE-04103, Germany
| | - Torkjel M. Sandanger
- NILU,
Fram Centre, Tromsø NO-9296, Norway
- Department
of Community Medicine, UiT—the Arctic
University of Norway, Tromsø NO-9037, Norway
| | - Dorte Herzke
- NILU,
Fram Centre, Tromsø NO-9296, Norway
- Norwegian
Institute for Public Health, Oslo NO-0213, Norway
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10
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Palaniswamy S, Nevala L, Pesonen P, Rautio A, Järvelin MR, Abass K, Charles D. Environmental contaminants in Arctic human populations: Trends over 30 years. ENVIRONMENT INTERNATIONAL 2024; 189:108777. [PMID: 38838491 DOI: 10.1016/j.envint.2024.108777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 05/21/2024] [Accepted: 05/24/2024] [Indexed: 06/07/2024]
Abstract
INTRODUCTION Arctic Monitoring and Assessment Programme (AMAP) monitors persistent organic pollutant (POP) levels in the Arctic populations and assesses health effects related to exposure to them. Many internationally regulated POPs persist in humans and biota, while new Emerging Contaminants of Arctic Concern (ECAC), many of which are unregulated, present additional challenges. Biomonitoring offers valuable insights into temporal trends within human matrices, revealing critical information not only about the efficacy of international regulations but also serving as an early warning system for exposure and risks for human health. METHODS Data analyzed in this study is aggregated data presented in the AMAP Human Health in the Arctic assessments, which provide data on contaminant concentrations measured in human matrices from adults, and children across various population studies conducted in the Arctic since the 1980 s. Linear regression analyses were used to assess trends of various POPs including organochlorine (OCPs), polychlorinated biphenyls (PCBs), polybrominated diphenyl ethers (PBDEs) and per- and polyfluoroalkyl substances (PFAS), measured over time from the Arctic populations in Finland, Norway, Sweden, Denmark, Iceland, Canada and Alaska (USA). RESULTS Overall, decreasing trends were observed for PCBs and OCPs. Regulated PFAS showed decreasing trends, but increasing trends were observed for unregulated PFAS in certain populations. PBDEs showed decreasing or inconsistent trends in certain Arctic populations. CONCLUSIONS Decreasing trends are observed for legacy POPs, but the trends for new emerging contaminants are inconsistent. More focus is needed on biomonitoring the new emerging contaminants of concern in the Arctic and their implications on human health.
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Affiliation(s)
- Saranya Palaniswamy
- Research Unit of Population Health, Faculty of Medicine, University of Oulu, Oulu, Finland; Research Unit of Biomedicine and Internal Medicine, University of Oulu, Oulu, Finland; Arctic Health, Faculty of Medicine, University of Oulu, Oulu, Finland.
| | - Laura Nevala
- Department of Community Medicine, The Arctic University of Norway, Tromsø, Norway
| | - Paula Pesonen
- Northern Finland Birth Cohort, Infrastructure for Population Studies, Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Arja Rautio
- Research Unit of Biomedicine and Internal Medicine, University of Oulu, Oulu, Finland; Arctic Health, Faculty of Medicine, University of Oulu, Oulu, Finland; Thule Institute, University of Arctic, University of Oulu, Oulu, Finland
| | - Marjo-Riitta Järvelin
- Research Unit of Population Health, Faculty of Medicine, University of Oulu, Oulu, Finland; Unit of Primary Care, Oulu University Hospital, Oulu, Finland; Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom; Department of Life Sciences, College of Health and Life Sciences, Brunel University London, London, United Kingdom
| | - Khaled Abass
- Research Unit of Biomedicine and Internal Medicine, University of Oulu, Oulu, Finland; Arctic Health, Faculty of Medicine, University of Oulu, Oulu, Finland; Department of Environmental Health Sciences, College of Health Sciences, University of Sharjah, Sharjah, United Arab Emirates; Sharjah Institute for Medical Research (SIMR), University of Sharjah, United Arab Emirates; Research Institute of Science and Engineering, University of Sharjah, United Arab Emirates.
| | - Dolley Charles
- Department of Community Medicine, The Arctic University of Norway, Tromsø, Norway
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11
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Jones RR, Madrigal JM, Troisi R, Surcel HM, Öhman H, Kivelä J, Kiviranta H, Rantakokko P, Koponen J, Medgyesi DN, McGlynn KA, Sampson J, Albert PS, Ward MH. Maternal serum concentrations of per- and polyfluoroalkyl substances and childhood acute lymphoblastic leukemia. J Natl Cancer Inst 2024; 116:728-736. [PMID: 38092046 PMCID: PMC11077307 DOI: 10.1093/jnci/djad261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 11/09/2023] [Accepted: 11/27/2023] [Indexed: 05/09/2024] Open
Abstract
BACKGROUND Per- and polyfluoroalkyl substances (PFAS) are widespread and environmentally persistent chemicals with immunotoxic properties. Children are prenatally exposed through maternal transfer of PFAS to cord blood, but no studies have investigated the relationship with childhood leukemia. METHODS We measured maternal serum levels of 19 PFAS in first-trimester samples collected in 1986-2010 and evaluated associations with acute lymphoblastic leukemia in full-term offspring (aged younger than 15 years) for 400 cases and 400 controls in the Finnish Maternity Cohort, matched on sample year, mother's age, gestational age, birth order, and child's sex. We analyzed continuous and categorical exposures, estimating odds ratios (ORs) and 95% confidence intervals (CIs) via conditional logistic regression adjusted for maternal smoking and correlated PFAS (ρ ≥ ±0.3). We also stratified by calendar period, mean diagnosis age, and the child's sex. RESULTS N-methyl-perfluorooctane sulfonamidoacetic acid was associated with acute lymphoblastic leukemia in continuous models (per each doubling in levels: ORperlog2 = 1.22, 95% CI = 1.07 to 1.39), with a positive exposure-response across categories (OR>90th percentile = 2.52, 95% CI = 1.33 to 4.78; Ptrend = .01). Although we found no relationship with perfluorooctane sulfonic acid overall, an association was observed in samples collected in 1986-1995, when levels were highest (median = 17.9 µg/L; ORperlog2 = 4.01, 95% CI = 1.62 to 9.93). A positive association with perfluorononanoic acid was suggested among first births (Pinteraction = .06). The N-methyl-perfluorooctane sulfonamidoacetic acid association was mainly limited to children diagnosed before age 5 years (Pinteraction = .02). We found no consistent patterns of association with other PFAS or differences by sex. CONCLUSIONS These novel data offer evidence of a relationship between some PFAS and risk of the most common childhood cancer worldwide, including associations with the highest levels of perfluorooctanesulfonic acid and with a precursor, N-methyl-perfluorooctane sulfonamidoacetic acid.
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Affiliation(s)
- Rena R Jones
- Occupational & Environmental Epidemiology Branch, Division of Cancer Epidemiology & Genetics (DCEG), National Cancer Institute (NCI), Rockville, MD, USA
| | - Jessica M Madrigal
- Occupational & Environmental Epidemiology Branch, Division of Cancer Epidemiology & Genetics (DCEG), National Cancer Institute (NCI), Rockville, MD, USA
| | - Rebecca Troisi
- Trans-Divisional Research Program, DCEG, NCI, Rockville, MD, USA
| | - Heljä-Marja Surcel
- Biobank Borealis of Northern Finland/Oulu University Hospital, Oulu, Finland
- Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Hanna Öhman
- Biobank Borealis of Northern Finland/Oulu University Hospital, Oulu, Finland
- Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Juha Kivelä
- Biobank Borealis of Northern Finland/Oulu University Hospital, Oulu, Finland
| | - Hannu Kiviranta
- Environmental Health Unit, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Panu Rantakokko
- Environmental Health Unit, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Jani Koponen
- Environmental Health Unit, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Danielle N Medgyesi
- Occupational & Environmental Epidemiology Branch, Division of Cancer Epidemiology & Genetics (DCEG), National Cancer Institute (NCI), Rockville, MD, USA
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | | | | | | | - Mary H Ward
- Occupational & Environmental Epidemiology Branch, Division of Cancer Epidemiology & Genetics (DCEG), National Cancer Institute (NCI), Rockville, MD, USA
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12
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Zhang Y, Mustieles V, Martin L, Sun Y, Hillcoat A, Fang X, Bibi Z, Torres N, Coburn-Sanderson A, First O, Irene S, Petrozza JC, Botelho JC, Calafat AM, Wang YX, Messerlian C. Maternal and Paternal Preconception Serum Concentrations of Per and Polyfluoroalkyl Substances in Relation to Birth Outcomes. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:2683-2692. [PMID: 38290209 PMCID: PMC10924800 DOI: 10.1021/acs.est.3c07954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
Prenatal per and polyfluoroalkyl substances (PFAS) exposure is associated with adverse birth outcomes. There is an absence of evidence on the relationship between maternal and paternal preconception PFAS exposure and birth outcomes. This study included 312 mothers and 145 fathers with a singleton live birth from a preconception cohort of subfertile couples seeking fertility treatment at a U.S. clinic. PFAS were quantified in serum samples collected before conception. Gestational age (GA) and birthweight (BW) were abstracted from delivery records. We also assessed low birthweight (BW < 2500 g) and preterm birth (GA < 37 completed weeks). We utilized multivariable linear regression, logistic regression, and quantile-based g computation to examine maternal or paternal serum concentrations of individual PFAS and mixture with birth outcomes. Maternal serum concentrations of perfluorooctanesulfonate (PFOS), perfluorohexanesulfonate (PFHxS), and the total PFAS mixture were inversely associated with birthweight. Maternal PFOS concentration was associated with a higher risk of low birthweight. Conversely, paternal PFOS and PFHxS concentrations were imprecisely associated with higher birthweight. No associations were found for gestational age or preterm birth. The findings have important implications for preconception care. Future research with larger sample sizes would assist in validating these findings.
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Affiliation(s)
- Yu Zhang
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Vicente Mustieles
- University of Granada, Center for Biomedical Research (CIBM), Spain. Instituto de Investigación Biosanitaria Ibs GRANADA, Spain. Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Spain
| | - Leah Martin
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Yang Sun
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Alexandra Hillcoat
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Xin Fang
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Zainab Bibi
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Nicole Torres
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Ayanna Coburn-Sanderson
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Olivia First
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Souter Irene
- Department of Obstetrics and Gynecology, Vincent Center for Reproductive Biology, Massachusetts General Hospital Fertility Center, Boston, MA, USA
| | - John C. Petrozza
- Department of Obstetrics and Gynecology, Vincent Center for Reproductive Biology, Massachusetts General Hospital Fertility Center, Boston, MA, USA
| | - Julianne C. Botelho
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Antonia M. Calafat
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Yi-Xin Wang
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Carmen Messerlian
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Obstetrics and Gynecology, Vincent Center for Reproductive Biology, Massachusetts General Hospital Fertility Center, Boston, MA, USA
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13
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Kuo KY, Chen Y, Chuang Y, Lin P, Lin YJ. Worldwide serum concentration-based probabilistic mixture risk assessment of perfluoroalkyl substances among pregnant women, infants, and children. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2023; 268:115712. [PMID: 38000299 DOI: 10.1016/j.ecoenv.2023.115712] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Revised: 11/11/2023] [Accepted: 11/15/2023] [Indexed: 11/26/2023]
Abstract
Pregnant women, infants, and children are particularly vulnerable to perfluoroalkyl substances (PFASs), yet little is known about related health risks. Here, we aimed to study the four main PFASs: perfluorooctanesulfonic acid (PFOS), perfluorooctanoic acid (PFOA), perfluorononanoic acid (PFNA), and perfluorohexanesulfonic acid (PFHxS), and assess the mixture risks of co-exposure to PFASs for pregnant women and children as well as for infants associated with maternal PFAS exposure at national and global scales, based on biomonitoring data on serum. We conducted a literature search and aggregated 69 data sources across 22 countries/regions from 2010 to 2020 to profile the serum concentrations of these four PFASs in pregnant women and children. Based on toxicity assessments by regulatory authorities, we determined conservative reference levels (RfLs) in the serum for the primary adverse effects of PFASs, including hepatic, developmental, and immune effects. The cumulative hazard quotient (HQ) was combined with probabilistic analysis to compare serum levels with RfLs and to quantify mixture risks. Our analysis revealed that PFOS was the dominant PFAS in maternal and child serum worldwide, with median levels 2.5-10 times higher than those of PFOA, PFNA, and PFHxS. The estimated global median serum levels of PFOS were 6.17 ng/mL for pregnant women and 4.85 ng/mL for children, and their immune effects in pregnant women and children are concerning as their cumulative HQs could exceed 1. For infants, the cumulative HQs for both developmental and immune effects could also be > 1, suggesting that maternal exposure to PFASs during pregnancy and breastfeeding may pose concerns for infant development and immunity. Our national and global serum database and risk assessment offer additional insights into PFAS exposures and mixture risks in susceptible populations, serving as a reference for evaluating the effectiveness of ongoing regulatory mitigation measures.
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Affiliation(s)
- Kuan-Yu Kuo
- Institute of Food Safety and Health Risk Assessment, National Yang Ming Chiao Tung University, Taipei 112, Taiwan
| | - Yu Chen
- Institute of Food Safety and Health Risk Assessment, National Yang Ming Chiao Tung University, Taipei 112, Taiwan
| | - Yi Chuang
- Institute of Food Safety and Health Risk Assessment, National Yang Ming Chiao Tung University, Taipei 112, Taiwan
| | - Pinpin Lin
- National Institute of Environmental Health Sciences, National Health Research Institutes, Miaoli County 350, Taiwan
| | - Yi-Jun Lin
- Institute of Food Safety and Health Risk Assessment, National Yang Ming Chiao Tung University, Taipei 112, Taiwan; National Institute of Environmental Health Sciences, National Health Research Institutes, Miaoli County 350, Taiwan.
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14
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Pumarega J, Gasull M, Koponen J, Campi L, Rantakokko P, Henríquez-Hernández LA, Aguilar R, Donat-Vargas C, Zumbado M, Villar-García J, Rius C, Santiago-Díaz P, Vidal M, Jimenez A, Iglesias M, Dobaño C, Moncunill G, Porta M. Prepandemic personal concentrations of per- and polyfluoroalkyl substances (PFAS) and other pollutants: Specific and combined effects on the incidence of COVID-19 disease and SARS-CoV-2 infection. ENVIRONMENTAL RESEARCH 2023; 237:116965. [PMID: 37652221 DOI: 10.1016/j.envres.2023.116965] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 08/17/2023] [Accepted: 08/22/2023] [Indexed: 09/02/2023]
Abstract
OBJECTIVE To investigate the specific and combined effects of personal concentrations of some per- and polyfluoroalkyl substances (PFAS), other persistent organic pollutants (POPs), and chemical elements -measured in individuals' blood several years before the pandemic- on the development of SARS-CoV-2 infection and COVID-19 disease in the general population. METHODS We conducted a prospective cohort study in 240 individuals from the general population of Barcelona. PFAS, other POPs, and chemical elements were measured in plasma, serum, and whole blood samples, respectively, collected in 2016-2017. PFAS were analyzed by liquid chromatography-triple quadrupole mass spectrometry. SARS-CoV-2 infection was detected by rRT-PCR in nasopharyngeal swabs and/or antibody serology in blood samples collected in 2020-2021. RESULTS No individual PFAS nor their mixtures were significantly associated with SARS-CoV-2 seropositivity or COVID-19 disease. Previously identified mixtures of POPs and elements (Porta et al., 2023) remained significantly associated with seropositivity and COVID-19 when adjusted for PFAS (all OR > 4 or p < 0.05). Nine chemicals comprised mixtures associated with COVID-19: thallium, ruthenium, lead, benzo[b]fluoranthene, DDD, other DDT-related compounds, manganese, tantalum, and aluminium. And nine chemicals comprised the mixtures more consistently associated with SARS-CoV-2 seropositivity: thallium, ruthenium, lead, benzo[b]fluoranthene, DDD, gold, and (protectively) selenium, indium, and iron. CONCLUSIONS The PFAS studied were not associated with SARS-CoV-2 seropositivity or COVID-19. The results confirm the associations between personal blood concentrations of some POPs and chemical elements and the risk of COVID-19 and SARS-CoV-2 infection in what remains the only prospective and population-based cohort study on the topic. Mixtures of POPs and chemical elements may contribute to explain the heterogeneity in the risks of SARS-CoV-2 infection and COVID-19 in the general population.
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Affiliation(s)
- José Pumarega
- School of Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain; Hospital del Mar Research Institute, Barcelona, Spain; CIBER de Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain.
| | - Magda Gasull
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER de Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain; Universitat Pompeu Fabra, Barcelona, Catalonia, Spain
| | - Jani Koponen
- Finnish Institute for Health and Welfare (THL), Kuopio, Finland
| | - Laura Campi
- Hospital del Mar Research Institute, Barcelona, Spain
| | - Panu Rantakokko
- Finnish Institute for Health and Welfare (THL), Kuopio, Finland
| | - Luis A Henríquez-Hernández
- Toxicology Unit, Research Institute of Biomedical and Health Sciences (IUIBS), Universidad de Las Palmas de Gran Canaria, Canary Islands, Spain; CIBER de Obesidad y Nutrición (CIBEROBN), Madrid, Spain
| | - Ruth Aguilar
- ISGlobal, Hospital Clínic - Universitat de Barcelona, Barcelona, Spain
| | - Carolina Donat-Vargas
- CIBER de Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain; ISGlobal, Campus Mar, Barcelona, Spain; Cardiovascular and Nutritonal Epidemiology Unit, Institut of Enviornmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Manuel Zumbado
- Toxicology Unit, Research Institute of Biomedical and Health Sciences (IUIBS), Universidad de Las Palmas de Gran Canaria, Canary Islands, Spain; CIBER de Obesidad y Nutrición (CIBEROBN), Madrid, Spain
| | | | - Cristina Rius
- CIBER de Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain; Universitat Pompeu Fabra, Barcelona, Catalonia, Spain; Agència de Salut Pública de Barcelona, Barcelona, Spain
| | | | - Marta Vidal
- ISGlobal, Hospital Clínic - Universitat de Barcelona, Barcelona, Spain; CIBER de Enfermedades Infecciosas (CIBERINFEC), Barcelona, Spain
| | - Alfons Jimenez
- ISGlobal, Hospital Clínic - Universitat de Barcelona, Barcelona, Spain; CIBER de Enfermedades Infecciosas (CIBERINFEC), Barcelona, Spain
| | - Mar Iglesias
- Hospital del Mar Research Institute, Barcelona, Spain
| | - Carlota Dobaño
- ISGlobal, Hospital Clínic - Universitat de Barcelona, Barcelona, Spain; CIBER de Enfermedades Infecciosas (CIBERINFEC), Barcelona, Spain
| | - Gemma Moncunill
- ISGlobal, Hospital Clínic - Universitat de Barcelona, Barcelona, Spain; CIBER de Enfermedades Infecciosas (CIBERINFEC), Barcelona, Spain
| | - Miquel Porta
- School of Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain; Hospital del Mar Research Institute, Barcelona, Spain; CIBER de Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain; Universitat Pompeu Fabra, Barcelona, Catalonia, Spain.
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15
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Hull SD, Deen L, Petersen KU, Jensen TK, Hammer P, Wils RS, Frankel HN, Ostrowski SR, Tøttenborg SS. Time trends in per- and polyfluoroalkyl substances (PFAS) concentrations in the Danish population: A review based on published and newly analyzed data. ENVIRONMENTAL RESEARCH 2023; 237:117036. [PMID: 37659637 DOI: 10.1016/j.envres.2023.117036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 08/28/2023] [Accepted: 08/30/2023] [Indexed: 09/04/2023]
Abstract
INTRODUCTION Per- and polyfluoroalkyl substances (PFAS) are persistent chemicals used in many industries and everyday consumer products and exposure has been linked to several adverse health outcomes. Currently, no systematic monitoring of PFAS levels in the general Danish population has been conducted. OBJECTIVE To study temporal trends of PFAS concentrations in the Danish population. MATERIALS AND METHODS In August 2023, we performed a search for original peer-reviewed reports in PubMed using combinations of search terms for PFAS and Denmark. Reports were included if they comprised a Danish study population and direct measurements of PFAS in serum or plasma samples. Scatter plots of medians presented in the reports were used to visualize time-trends of PFAS concentrations among Danish individuals. RESULTS We included 29 reports based on a total of 18,231 individuals from 19 Danish study populations. A total of 24 PFAS measured in serum or plasma were presented in the reports, the most frequent being PFOS, PFOA, PFDA, PFNA, PFHpA, PFHpS, and PFHxS. Median concentrations of PFOS ranged from 4.0 ng/mL to 44.5 ng/mL, PFOA ranged from 0.8 ng/mL to 9.7 ng/mL, while lower concentrations were presented for the other PFAS. Median concentrations of PFOS and PFOA increased from 1988 until the late 1990s followed by a decrease until 2021. A less clear time-trend were observed for the other PFAS. CONCLUSION Blood concentrations of PFOS and PFOA in the Danish population have declined substantially from the late 1990s until 2021 reflecting a phase-out of the production and regulation of the use of these PFAS. Time-trends for PFDA, PFNA, PFHpA, PFHpS, and PFHxS were less evident, yet a tendency toward a decline was observed. As only some of the compounds are measured, it is not possible to determine if the decrease in some PFAS is outweighed by an increase in others.
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Affiliation(s)
- Sidsel Dan Hull
- Department of Occupational and Environmental Medicine, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Denmark.
| | - Laura Deen
- Department of Occupational and Environmental Medicine, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Denmark
| | - Kajsa Ugelvig Petersen
- Department of Occupational and Environmental Medicine, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Denmark
| | - Tina Kold Jensen
- Department of Clinical Pharmacology, Pharmacy and Environmental Medicine, Institute for Public Health, University of Southern, Denmark
| | - Paula Hammer
- Department of Occupational and Environmental Medicine, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Denmark; Department of Occupational and Social Medicine, Holbaek University Hospital, Denmark
| | - Regitze Sølling Wils
- Department of Occupational and Environmental Medicine, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Denmark
| | - Hannah Nørtoft Frankel
- Department of Occupational and Environmental Medicine, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Denmark
| | - Sisse Rye Ostrowski
- Department of Clinical Immunology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Sandra Søgaard Tøttenborg
- Department of Occupational and Environmental Medicine, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Denmark; Department of Public Health, University of Copenhagen, Denmark
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16
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Cioni L, Plassmann M, Benskin JP, Coêlho ACM, Nøst TH, Rylander C, Nikiforov V, Sandanger TM, Herzke D. Fluorine Mass Balance, including Total Fluorine, Extractable Organic Fluorine, Oxidizable Precursors, and Target Per- and Polyfluoroalkyl Substances, in Pooled Human Serum from the Tromsø Population in 1986, 2007, and 2015. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023; 57:14849-14860. [PMID: 37747946 PMCID: PMC10569050 DOI: 10.1021/acs.est.3c03655] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 09/09/2023] [Accepted: 09/11/2023] [Indexed: 09/27/2023]
Abstract
Of the thousands of per- and polyfluoroalkyl substances (PFAS) known to exist, only a small fraction (≤1%) are commonly monitored in humans. This discrepancy has led to concerns that human exposure may be underestimated. Here, we address this problem by applying a comprehensive fluorine mass balance (FMB) approach, including total fluorine (TF), extractable organic fluorine (EOF), total oxidizable precursors (TOP), and selected target PFAS, to human serum samples collected over a period of 28 years (1986, 2007, and 2015) in Tromsø, Norway. While concentrations of TF did not change between sampling years, EOF was significantly higher in 1986 compared to 2007 and 2015. The ∑12PFAS concentrations were highest in 2007 compared to 1986 and 2015, and unidentified EOF (UEOF) decreased from 1986 (46%) to 2007 (10%) and then increased in 2015 (37%). While TF and EOF were not influenced by sex, women had higher UEOF compared to men, opposite to target PFAS. This is the first FMB in human serum to include TOP, and it suggests that precursors with >4 perfluorinated carbon atoms make a minor contribution to EOF (0-4%). Additional tools are therefore needed to identify substances contributing to the UEOF in human serum.
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Affiliation(s)
- Lara Cioni
- NILU,
Fram Centre, Tromsø NO-9296, Norway
- Department
of Community Medicine, UiT − The
Arctic University of Norway, Tromsø NO-9037, Norway
| | - Merle Plassmann
- Department
of Environmental Science, Stockholm University, Stockholm SE-106 91, Sweden
| | - Jonathan P. Benskin
- Department
of Environmental Science, Stockholm University, Stockholm SE-106 91, Sweden
| | | | - Therese H. Nøst
- Department
of Community Medicine, UiT − The
Arctic University of Norway, Tromsø NO-9037, Norway
| | - Charlotta Rylander
- Department
of Community Medicine, UiT − The
Arctic University of Norway, Tromsø NO-9037, Norway
| | | | - Torkjel M. Sandanger
- NILU,
Fram Centre, Tromsø NO-9296, Norway
- Department
of Community Medicine, UiT − The
Arctic University of Norway, Tromsø NO-9037, Norway
| | - Dorte Herzke
- NILU,
Fram Centre, Tromsø NO-9296, Norway
- Norwegian
Institute for public Health, Oslo NO-0213, Norway
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17
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Spyrakis F, Dragani TA. The EU's Per- and Polyfluoroalkyl Substances (PFAS) Ban: A Case of Policy over Science. TOXICS 2023; 11:721. [PMID: 37755732 PMCID: PMC10536631 DOI: 10.3390/toxics11090721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2023] [Revised: 08/16/2023] [Accepted: 08/19/2023] [Indexed: 09/28/2023]
Abstract
The proposal by the European Chemicals Agency (ECHA) to ban over 12,000 per- and polyfluoroalkyl substances (PFAS) has sparked a debate about potential consequences for the economy, industry, and the environment. Although some PFAS are known to be harmful, a blanket ban may lead to significant problems in attempting to replace PFAS-based materials for environmental transition, as well as in medical devices and everyday products. Alternative materials may potentially be less safe, as a rush to replace PFAS would reduce the time needed for toxicological analyses. Studies have shown that PFAS exhibit a diverse range of mechanisms of action, biopersistence, and bioaccumulation potential, and should thus not be treated as a single group. This is particularly true for the class of fluoropolymers. A targeted approach that considers the specific risks and benefits of each chemical may be more effective. Moreover, the proposed ban may also have unintended consequences for the environment as PFAS use is also associated with benefits such as reducing greenhouse-gas emissions and improving energy efficiency. Policymakers must carefully weigh up the potential consequences before making a final decision on the ban.
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Affiliation(s)
- Francesca Spyrakis
- Department of Drug Science and Technology, University of Turin, 10125 Turin, Italy;
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18
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Wielsøe M, Long M, Bossi R, Vorkamp K, Bonefeld-Jørgensen EC. Persistent organic pollutant exposures among Greenlandic adults in relation to lifestyle and diet: New data from the ACCEPT cohort. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 827:154270. [PMID: 35245549 DOI: 10.1016/j.scitotenv.2022.154270] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 02/20/2022] [Accepted: 02/27/2022] [Indexed: 06/14/2023]
Abstract
High concentrations of persistent organic pollutants (POPs) in blood of the Greenlandic population are well known. The exposure is mainly through traditional food intake, including marine mammals and seabirds. The present study aimed to follow up on POP concentrations (organochlorine pesticides, polychlorinated biphenyls, per- and polyfluoroalkyl substances, and halogenated flame retardants (HFRs)) and relations to lifestyle and diet of the mothers included in the Greenlandic ACCEPT cohort (3-5 years after inclusion in 2013-15) and to include the children's fathers. This new data collection in 2019-20 included blood samples for measurement of POP concentrations and lifestyle and food frequency questionnaires from 101 mothers and 76 fathers aged 24-55 years living in Nuuk, Sisimiut, and Ilulissat, Greenland. The mothers' intra-individual median percentage decrease in POP concentrations from inclusion to this follow-up (3-5 years later) was 16-58%, except for mirex (0% change). Median concentrations of POPs were 1.4-4.6 times higher in fathers than in mothers. The POPs differed by residential town with generally higher concentrations in Ilulissat compared to Sisimiut and Nuuk. We report, for the first time, novel HFRs in human samples from Greenland. However, concentrations were low and only dechlorane plus (with its anti-isomer) was detected in >50% of the samples. Most POPs correlated positively with age and n-3/n-6 fatty acid ratio. The lipophilic POPs correlated positively with the percentage of life lived in Greenland, whereas few POPs correlated positively with BMI, income (personal and household), education, and alcohol intake. The POPs generally associated positively with the intake of marine mammals, seabirds, and dried fish, while few POPs associated positively with Greenlandic fish intake. In contrast, POPs generally associated negatively with imported meat products intake. The study findings may be of interest for future dietary recommendations in Greenland. We discuss the potential explanations for the findings and suggestions for future research.
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Affiliation(s)
- Maria Wielsøe
- Centre for Arctic Health & Molecular Epidemiology, Department of Public Health, Aarhus University, Bartholins Allé 2, 8000 Aarhus, Denmark.
| | - Manhai Long
- Centre for Arctic Health & Molecular Epidemiology, Department of Public Health, Aarhus University, Bartholins Allé 2, 8000 Aarhus, Denmark
| | - Rossana Bossi
- Department of Environmental Science, Aarhus University, Frederiksborgvej 399, 4000 Roskilde, Denmark
| | - Katrin Vorkamp
- Department of Environmental Science, Aarhus University, Frederiksborgvej 399, 4000 Roskilde, Denmark
| | - Eva Cecilie Bonefeld-Jørgensen
- Centre for Arctic Health & Molecular Epidemiology, Department of Public Health, Aarhus University, Bartholins Allé 2, 8000 Aarhus, Denmark; Greenland Centre for Health Research, University of Greenland, Manutooq 1, 3905 Nuussuaq, Greenland.
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19
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Margolis R, Sant KE. Associations between Exposures to Perfluoroalkyl Substances and Diabetes, Hyperglycemia, or Insulin Resistance: A Scoping Review. J Xenobiot 2021; 11:115-129. [PMID: 34564296 PMCID: PMC8482218 DOI: 10.3390/jox11030008] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 09/07/2021] [Accepted: 09/09/2021] [Indexed: 01/09/2023] Open
Abstract
Per- and polyfluoroalkyl substances (PFASs) are persistent environmental pollutants that are commonly found in the human body due to exposures via drinking water, surfactants used in consumer materials, and aqueous film-forming foams (AFFFs). PFAS exposure has been linked to adverse health effects such as low infant birth weights, cancer, and endocrine disruption, though increasingly studies have demonstrated that they may perturb metabolic processes and contribute to dysfunction. This scoping review summarizes the chemistry of PFAS exposure and the epidemiologic evidence for associations between exposure to per- and polyfluoroalkyl substances and the development of diabetes, hyperglycemia, and/or insulin resistance. We identified 11 studies on gestational diabetes mellitus, 3 studies on type 1 diabetes, 7 studies on type 2 diabetes, 6 studies on prediabetes or unspecified diabetes, and 15 studies on insulin resistance or glucose tolerance using the SCOPUS and PubMed databases. Approximately 24 reported positive associations, 9 negative associations, 2 non-linear associations, and 2 inverse associations, and 8 reported no associations found between PFAS and all diabetes search terms. Cumulatively, these data indicate the need for further studies to better assess these associations between PFAS exposure and diabetes.
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Affiliation(s)
| | - Karilyn E. Sant
- School of Public Health, San Diego State University, San Diego, CA 92182, USA;
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20
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Piva E, Giorgetti A, Ioime P, Morini L, Freni F, Faro FL, Pirani F, Montisci M, Fais P, Pascali JP. Hair determination of per- and polyfluoroalkyl substances (PFAS) in the Italian population. Toxicology 2021; 458:152849. [PMID: 34217792 DOI: 10.1016/j.tox.2021.152849] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 06/24/2021] [Accepted: 06/29/2021] [Indexed: 11/25/2022]
Abstract
Per- and polyfluoroalkyl substances (PFAS) are anthropogenic chemicals present in the environment and defined as persistent organic pollutants (POPs). The interest in these forms of contaminants is related to the toxic consequences for health derived from exposures and bioaccumulation processes. The present research aims at assessing differences in the exposure of PFAS in the Italian population by hair analyses. To this aim, 20 compounds of the PFAS family were investigated in hair of 86 Italian subjects distributed across the regions of Veneto, Emilia-Romagna, Lombardy and Marche. The applied method was ad hoc developed in a previous research and included SPE extraction and LC-QTOF analysis. In the analyzed population, 66.4 % had quantifiable amounts of one or more PFAS molecules (up to 4 compounds); mean PFAS content, expressed as sum of PFAS, was 0.1457 ng/g, ranging from "not detected" to 0.85 ng/g (SD 0.1867). PFOA and PFOS were the chemicals most frequently detected, with mean concentrations of 0.1402 ng/g and 0.1155 ng/g, respectively. PFBA was detected in 9.3 % of subjects with a mean concentration of 0.3760 ng/g; PFNA in 3.5 % of subjects with mean concentration 0.12 ng/g; PFDA was found in one subject at the concentration of 0.541 ng/g. PFUnA and PFHxS were detected below the limit of quantification. The overall results displayed differences in the presence and prevalence of PFAS in hair of the Italian population on a geographical base. On the contrary, no significatively differences in the amount of PFAS were observed when considering gender or age classes. On this base, hair can be considered a good diagnostic tool to assess PFAS exposure on a regional-scaled base. Of course, more studies are required to infer PFAS internal dose from hair results due to its peculiar detection window and to interpretative issues derived from external contamination.
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Affiliation(s)
- E Piva
- dtoLABS, Via Pozzuoli, 13C/13D, 30038, Spinea, VE, Italy
| | - A Giorgetti
- Department of Medical and Surgical Sciences, Unit of Legal Medicine, University of Bologna, Via Irnerio 49, 40126, Bologna, Italy
| | - P Ioime
- dtoLABS, Via Pozzuoli, 13C/13D, 30038, Spinea, VE, Italy
| | - L Morini
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Via Forlanini, 12, 27100, Pavia, Italy
| | - F Freni
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Via Forlanini, 12, 27100, Pavia, Italy
| | - F Lo Faro
- Department of Excellence of Biomedical Sciences and Public Health, University "Politecnica delle Marche" of Ancona, Via Conca 71, 60126, Ancona, Italy
| | - F Pirani
- Department of Excellence of Biomedical Sciences and Public Health, University "Politecnica delle Marche" of Ancona, Via Conca 71, 60126, Ancona, Italy
| | - M Montisci
- Department of Cardiologic, Thoracic and Vascular Sciences, University of Padova, Via Giustiniani, 2, 35127, Padova, Italy
| | - P Fais
- Department of Medical and Surgical Sciences, Unit of Legal Medicine, University of Bologna, Via Irnerio 49, 40126, Bologna, Italy
| | - J P Pascali
- Department of Cardiologic, Thoracic and Vascular Sciences, University of Padova, Via Giustiniani, 2, 35127, Padova, Italy.
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