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Soudani M, Hegg L, Rime C, Coquoz C, Grosjean DB, Danza F, Solcà N, Lucarini F, Staedler D. Determination of per- and polyfluoroalkyl substances (PFAS) in six different fish species from Swiss lakes. Anal Bioanal Chem 2024; 416:6377-6386. [PMID: 39349836 PMCID: PMC11541325 DOI: 10.1007/s00216-024-05524-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 08/21/2024] [Accepted: 08/26/2024] [Indexed: 11/07/2024]
Abstract
Per- and polyfluoroalkyl substances (PFAS) are persistent environmental contaminants with bioaccumulation potential, particularly affecting aquatic ecosystems and human health also via fish consumption. There is therefore a need for reliable extraction methods and studies to accurately assess PFAS levels in fish, crucial for understanding bioaccumulation and potential toxicological effects on both fish and humans through consumption. This study investigated PFAS levels in freshwater fish from Swiss lakes, focusing on six common species: Coregonus wartmanni, Cyprinus carpio, Oncorhynchus mykiss, Perca fluviatilis, Salmo trutta, and Squalius cephalus. Utilizing an optimized QuEChERS extraction method, 15 PFAS were analyzed in 218 fish fillet samples using liquid chromatography-mass spectrometry (LC-MS/MS). The results were compared to EU regulations and EFSA guidelines for tolerable weekly intake (TWI), with a specific focus on correlations between fish size and PFAS concentration. Our findings reveal significant PFAS contamination, particularly in Perca fluviatilis with perfluorooctane sulfonic acid (PFOS) and perfluorohexane sulfonic acid (PFHxS) levels often exceeding EU safety limits. TWI, calculated for a person of 70 kg body weight and an intake of 200 g of fish fillet, is exceeded in 95% of Coregonus wartmanni, 100% of Squalius cephalus, and in 55%, 50%, and 36% of the specimens Oncorhynchus mykiss, Salmo trutta, and Perca fluviatilis respectively. Correlation analysis between PFAS concentration and fish size in 121 Salmo trutta specimens revealed significant positive correlations for perfluorobutane sulfonic acid (PFBS), perfluorodecanoic acid (PFDA), and perfluorohexane sulfonic acid (PFHxS), and a negative correlation for perfluoropentanoic acid (PFPeA). These results underscore the critical need for continuous monitoring and regulatory efforts to mitigate PFAS exposure risks to both ecosystems and human health.
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Affiliation(s)
- Mylène Soudani
- TIBIO Suisse Romande, Chemin de Bérée 4C, 1010, Lausanne, Switzerland
| | - Lucie Hegg
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Route de La Corniche 2, 1066, Epalinges-Lausanne, Switzerland
| | - Camille Rime
- TIBIOLab Sàrl, Route d'Yverdon 34, 1373, Chavornay, Switzerland
| | - Camille Coquoz
- Département de La Mobilité, du Territoire Et de L'environnement (DMTE), Service de L'environnement (SEN), Avenue de La Gare 25, 1950, Sion, Switzerland
| | - Denise Bussien Grosjean
- Direction de L'environnement Industriel, Urbain Et Rural, Direction Générale de L'environnement, Etat de Vaud, Chemin Des Boveresses 155, 1066, Epalinges, Switzerland
| | - Francesco Danza
- Dipartimento del Territorio, Divisione Dell'Ambiente, Sezione Della Protezione Dell'aria Dell'acqua E del Suolo, Via Franco Zorzi 13, 6501, Bellinzona, Switzerland
| | - Nicola Solcà
- Dipartimento del Territorio, Divisione Dell'Ambiente, Sezione Della Protezione Dell'aria Dell'acqua E del Suolo, Via Franco Zorzi 13, 6501, Bellinzona, Switzerland
| | - Fiorella Lucarini
- TIBIO Suisse Romande, Chemin de Bérée 4C, 1010, Lausanne, Switzerland.
- School of Engineering and Architecture of Fribourg, Institute of Chemical Technology, HES-SO University of Applied Sciences and Arts of Western Switzerland, Boulevard de Pérolles 80, 1700, Fribourg, Switzerland.
| | - Davide Staedler
- TIBIO Suisse Romande, Chemin de Bérée 4C, 1010, Lausanne, Switzerland.
- Department of Biomedical Sciences, University of Lausanne, Rue du Bugnon 27, 1011, Lausanne, Switzerland.
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Kowalska D, Sosnowska A, Zdybel S, Stepnik M, Puzyn T. Predicting bioconcentration factors (BCFs) for per- and polyfluoroalkyl substances (PFAS). CHEMOSPHERE 2024; 364:143146. [PMID: 39181470 DOI: 10.1016/j.chemosphere.2024.143146] [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: 05/22/2024] [Revised: 08/06/2024] [Accepted: 08/19/2024] [Indexed: 08/27/2024]
Abstract
The bioconcentration factor (BCF) is an important parameter that gives information regarding the ability of a contaminant to be taken up by organisms from the water. Per- and polyfluoroalkyl substances (PFAS) are widespread in the environment, causing concern regarding their impact on human health. Due to the lack of available bioaccumulation data for most compounds in the PFAS group, we developed a quantitative structure-property relationship (QSPR) model to predict the log BCF for fish (taxonomic class Teleostei), based on experimental data available for the most studied 33 representatives of this group of compounds. Furthermore, we implemented the developed model to predict log BCF for an external dataset of 2209 PFAS. Consequently, 1045 PFAS were found not to be bioaccumulative, 208 were classified as bioaccumulative, and 956 were predicted to be very bioaccumulative. Finally, we obtained the high correlation (R2 = 0.844) between the log BCFs obtained in laboratory and field studies for 13 PFAS. In silico analyses indicate that PFAS bioconcentration depends on the size (chain length - number of CF2 groups in alkyl tail/chain) of a molecule, as well as on the atomic distribution properties. In general, long-chain PFAS - above 8 and 6 carbon atoms for perfluorinated carboxylic acids (PFCAs)and perfluorinated sulfonic acids (PFSAs), respectively - tend to bioconcentrate more compared to the short-chain ones. In conclusion, predicting BCF on fish is possible for a wide range of fluorinated compounds, which can be further used for estimating PFAS behavior in the environment.
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Affiliation(s)
| | - Anita Sosnowska
- QSAR Lab, ul. Trzy Lipy 3, Gdańsk, Poland; Laboratory of Environmental Chemometrics, Faculty of Chemistry, University of Gdansk, Wita Stwosza 63, 80-308, Gdansk, Poland.
| | - Szymon Zdybel
- QSAR Lab, ul. Trzy Lipy 3, Gdańsk, Poland; Laboratory of Environmental Chemometrics, Faculty of Chemistry, University of Gdansk, Wita Stwosza 63, 80-308, Gdansk, Poland
| | | | - Tomasz Puzyn
- QSAR Lab, ul. Trzy Lipy 3, Gdańsk, Poland; Laboratory of Environmental Chemometrics, Faculty of Chemistry, University of Gdansk, Wita Stwosza 63, 80-308, Gdansk, Poland.
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Xiong J, Li Z. Predicting PFAS fate in fish: Assessing the roles of dietary, respiratory, and dermal uptake in bioaccumulation modeling. ENVIRONMENTAL RESEARCH 2024; 252:119036. [PMID: 38701889 DOI: 10.1016/j.envres.2024.119036] [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: 03/02/2024] [Revised: 04/25/2024] [Accepted: 04/26/2024] [Indexed: 05/05/2024]
Abstract
An increasing number of per- and polyfluoroalkyl substances (PFAS) exposed to the environment may pose a threat to organisms and human beings. However, there is a lack of simulations comprehensively addressing and comparing the bioaccumulation of PFAS across all three major exposure routes (oral, inhalation, and dermal), especially for dermal uptake. In this study, we proposed a physiologically based kinetic (PBK) model for PFAS, aiming to predict bioaccumulation factors (BAF) in fish by considering these diverse exposure routes. 15 PFAS were used for model validation, and 11 PFAS from Taihu Lake were used for exposure contribution modeling. Approximately 64% of estimations fell within 10-fold model bias from measurements in Taihu Lake, underscoring the potential efficacy of the developed PBK model in predicting BAFs for fish. The dermal route emerges as a contributor to short-chain PFAS exposure. For example, it ranged widely from 46% to 75% (mean) for all modeling short-chain PFAS (C6-C7) in Taihu Lake. It indicated the criticality of considering dermal exposure for PFAS in fish, highlighting a gap in field studies to unravel cutaneous intake mechanisms and contributions. For longer carbon chains of PFAS (C8-C12), dermal exposure accounted for 2%-27% for all species of aquatic organisms. The fish's lipid fraction and water content played a significant role in the contribution of PFAS intake through cutaneous exposure and inhalation. Kow had a significant positive correlation with skin intake rate (p < 0.05) and gill intake rate (p < 0.001), while having a significant negative correlation with skin intake (p < 0.05) and skin intake contribution (p < 0.001). Based on the proposed modeling approach, we have introduced a simulation spreadsheet for projecting PFAS BAFs in fish tissues, hopefully broadening the predictive operational tool for a variety of chemical species.
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Affiliation(s)
- Jie Xiong
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, Guangdong, 518107, China
| | - Zijian Li
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, Guangdong, 518107, China.
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Tanabe P, Key PB, Chung KW, Pisarski EC, Reiner JL, Rodowa AE, Magnuson JT, DeLorenzo ME. Mixture Effects of Per- and Polyfluoroalkyl Substances on Embryonic and Larval Sheepshead Minnows ( Cyprinodon variegatus). TOXICS 2024; 12:91. [PMID: 38276726 PMCID: PMC10819493 DOI: 10.3390/toxics12010091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 01/08/2024] [Accepted: 01/10/2024] [Indexed: 01/27/2024]
Abstract
Per- and polyfluoroalkyl substances (PFAS) are ubiquitous and persistent environmental contaminants originating from many everyday products. Perfluorooctane sulfonic acid (PFOS) and perfluorooctanoic acid (PFOA) are two PFAS that are commonly found at high concentrations in aquatic environments. Both chemicals have previously been shown to be toxic to fish, as well as having complex and largely uncharacterized mixture effects. However, limited information is available on marine and estuarine species. In this study, embryonic and larval sheepshead minnows (Cyprinodon variegatus) were exposed to several PFAS mixtures to assess lethal and sublethal effects. PFOS alone was acutely toxic to larvae, with a 96 h LC50 of 1.97 mg/L (1.64-2.16). PFOS + PFOA resulted in a larval LC50 of 3.10 (2.62-3.79) mg/L, suggesting an antagonistic effect. These observations were supported by significant reductions in malondialdehyde (105% ± 3.25) and increases in reduced glutathione concentrations (43.8% ± 1.78) in PFOS + PFOA exposures compared to PFOS-only treatments, indicating reduced oxidative stress. While PFOA reduced PFOS-induced mortality (97.0% ± 3.03), perfluorohexanoic acid (PFHxA) and perfluorobutanoic acid (PFBA) did not. PFOS alone did not affect expression of peroxisome proliferator-activated receptor alpha (pparα) but significantly upregulated apolipoprotein A4 (apoa4) (112.4% ± 17.8), a downstream product of pparα, while none of the other individually tested PFAS affected apoa4 expression. These findings suggest that there are antagonistic interactions between PFOA and PFOS that may reduce mixture toxicity in larval sheepshead minnows through reduced oxidative stress. Elucidating mechanisms of toxicity and interactions between PFAS will aid environmental regulation and management of these ubiquitous pollutants.
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Affiliation(s)
- Philip Tanabe
- National Oceanic and Atmospheric Administration, National Ocean Service, National Centers for Coastal Ocean Science, Charleston, SC 29412, USA; (P.B.K.); (K.W.C.); (E.C.P.); (M.E.D.)
| | - Peter B. Key
- National Oceanic and Atmospheric Administration, National Ocean Service, National Centers for Coastal Ocean Science, Charleston, SC 29412, USA; (P.B.K.); (K.W.C.); (E.C.P.); (M.E.D.)
| | - Katy W. Chung
- National Oceanic and Atmospheric Administration, National Ocean Service, National Centers for Coastal Ocean Science, Charleston, SC 29412, USA; (P.B.K.); (K.W.C.); (E.C.P.); (M.E.D.)
| | - Emily C. Pisarski
- National Oceanic and Atmospheric Administration, National Ocean Service, National Centers for Coastal Ocean Science, Charleston, SC 29412, USA; (P.B.K.); (K.W.C.); (E.C.P.); (M.E.D.)
| | - Jessica L. Reiner
- National Institute of Standards and Technology, Charleston, SC 29412, USA;
| | - Alix E. Rodowa
- National Institute of Standards and Technology, Gaithersburg, MD 20899, USA;
| | - Jason T. Magnuson
- U.S. Geological Survey, Columbia Environmental Research Center, Columbia, MO 65201, USA;
| | - Marie E. DeLorenzo
- National Oceanic and Atmospheric Administration, National Ocean Service, National Centers for Coastal Ocean Science, Charleston, SC 29412, USA; (P.B.K.); (K.W.C.); (E.C.P.); (M.E.D.)
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Xie J, Tu S, Hayat K, Lan R, Chen C, Leng T, Zhang H, Lin T, Liu W. Trophodynamics of halogenated organic pollutants (HOPs) in aquatic food webs. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 899:166426. [PMID: 37598971 DOI: 10.1016/j.scitotenv.2023.166426] [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: 03/31/2023] [Revised: 08/13/2023] [Accepted: 08/17/2023] [Indexed: 08/22/2023]
Abstract
Halogenated organic pollutants (HOPs) represent hazardous and persistent compounds characterized by their capacity to accumulate within organisms and endure in the environment. These substances are frequently transmitted through aquatic food webs, engendering potential hazards to ecosystems and human well-being. The trophodynamics of HOPs in aquatic food webs has garnered worldwide attention within the scientific community. Despite comprehensive research endeavors, the prevailing trajectory of HOPs, whether inclined toward biomagnification or biodilution within global aquatic food webs, remains unresolved. Furthermore, while numerous studies have probed the variables influencing the trophic magnification factor (TMF), the paramount determinant remains elusive. Collating a compendium of pertinent literature encompassing TMFs from the Web of Science between 1994 and 2023, our analysis underscores the disparities in attention accorded to legacy HOPs compared to emerging counterparts. A discernible pattern of biomagnification characterizes the behavior of HOPs within aquatic food webs. Geographically, the northern hemisphere, including Asia, Europe, and North America, has demonstrated greater biomagnification than its southern hemisphere counterparts. Utilizing a boosted regression tree (BRT) approach, we reveal that the food web length and type emerge as pivotal determinants influencing TMFs. This review provides a valuable basis for gauging ecological and health risks, thereby facilitating the formulation of robust standards for managing aquatic environments.
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Affiliation(s)
- Jingqian Xie
- College of Marine Ecology and Environment, Shanghai Ocean University, Shanghai, China
| | - Shuyi Tu
- College of Marine Sciences, Shanghai Ocean University, Shanghai, China
| | - Kashif Hayat
- Key Laboratory of Pollution Exposure and Health Intervention, Interdisciplinary Research Academy, Zhejiang Shuren University, Hangzhou 310015, China
| | - Ruo Lan
- College of Marine Ecology and Environment, Shanghai Ocean University, Shanghai, China
| | - Chuchu Chen
- College of Marine Ecology and Environment, Shanghai Ocean University, Shanghai, China
| | - Tiantian Leng
- College of Marine Sciences, Shanghai Ocean University, Shanghai, China
| | - Hanlin Zhang
- College of Marine Ecology and Environment, Shanghai Ocean University, Shanghai, China
| | - Tian Lin
- College of Marine Ecology and Environment, Shanghai Ocean University, Shanghai, China.
| | - Weiping Liu
- Key Laboratory of Pollution Exposure and Health Intervention, Interdisciplinary Research Academy, Zhejiang Shuren University, Hangzhou 310015, China; MOE Key Laboratory of Environmental Remediation and Ecosystem Health, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, China.
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Miranda DA, Zachritz AM, Whitehead HD, Cressman SR, Peaslee GF, Lamberti GA. Occurrence and biomagnification of perfluoroalkyl substances (PFAS) in Lake Michigan fishes. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 895:164903. [PMID: 37355115 DOI: 10.1016/j.scitotenv.2023.164903] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 05/22/2023] [Accepted: 06/12/2023] [Indexed: 06/26/2023]
Abstract
We measured perfluoroalkyl substances (PFAS) in prey and predator fish from Lake Michigan (USA) to investigate the occurrence and biomagnification of these compounds in this important ecosystem. Twenty-one PFAS were analyzed in 117 prey fish obtained from sites across Lake Michigan and in 87 salmonids collected in four lake quadrants. The mean concentration of sum (∑) PFAS above the method detection limit was 12.7 ± 6.96 ng g-1 wet weight in predator fish (all of which were salmonids) and 10.7 ± 10.4 ng g-1 in prey fish, with outlier levels found in slimy sculpin, Cottus cognatus (187 ± 12.2 ng g-1 ww). Perfluorooctanoic sulfonic acid (PFOS) was the most frequently detected and most abundant compound of the 21 PFAS, occurring in 98 % of individuals with a mean concentration of 9.86 ± 6.36 ng g-1 ww without outliers. Perfluoroalkyl carboxylates (PFCA) concentrations were higher in prey fish than in predators, with some compounds such as perfluorooctanoic acid (PFOA) being detected in higher frequency in prey fish. Besides PFOS, detection of several long-chain (C8-C12) PFCAs were observed in >80 % of the prey fish. Overall, the observed concentrations in Lake Michigan fish were lower than those reported in other Laurentian Great Lakes except for Lake Superior. Biomagnification factors (BMFs) for PFOS exceeded 1.0 (range, 1.80 to 5.12) in all predator-prey relationships analyzed, indicating biomagnification of these compounds, whereas BMFs of other long-chain PFCAs varied according to the fish species. PFAS were found in all fish species measured from Lake Michigan and commonly biomagnified from prey to predator fish, strongly suggesting a dietary connection.
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Affiliation(s)
- Daniele A Miranda
- Department of Biological Sciences, University of Notre Dame, Notre Dame, IN 46556, United States; Environmental Change initiative, University of Notre Dame, Notre Dame, IN 46556, United States; Department of Physics and Astronomy, University of Notre Dame, Notre Dame, IN 46556, United States.
| | - Alison M Zachritz
- Department of Biological Sciences, University of Notre Dame, Notre Dame, IN 46556, United States
| | - Heather D Whitehead
- Department of Physics and Astronomy, University of Notre Dame, Notre Dame, IN 46556, United States; Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, United States
| | - Shannon R Cressman
- U.S. Fish and Wildlife Service, Green Bay Fish and Wildlife Conservation Office, New Franken, WI 54229, United States
| | - Graham F Peaslee
- Environmental Change initiative, University of Notre Dame, Notre Dame, IN 46556, United States; Department of Physics and Astronomy, University of Notre Dame, Notre Dame, IN 46556, United States
| | - Gary A Lamberti
- Department of Biological Sciences, University of Notre Dame, Notre Dame, IN 46556, United States; Environmental Change initiative, University of Notre Dame, Notre Dame, IN 46556, United States
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