1
|
Yun X, Hillis M, Alston E, Sales CM, Spooner DE, Kurz MJ, Suri R, McKenzie ER. Effects of dissolved cations, dissolved organic carbon, and exposure concentrations on per- and polyfluoroalkyl substances bioaccumulation in freshwater algae. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2025; 376:126388. [PMID: 40348273 DOI: 10.1016/j.envpol.2025.126388] [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: 02/21/2025] [Revised: 04/09/2025] [Accepted: 05/06/2025] [Indexed: 05/14/2025]
Abstract
Per- and polyfluoroalkyl substances (PFAS) have attracted global attention because of their persistence, toxicity, bioaccumulation potential, and associated adverse effects. As important primary producers, freshwater algae constitute the base of the food web in freshwater aquatic ecosystems. However, the effects of key environmental factors on PFAS uptake and bioaccumulation in freshwater algae have not been thoroughly studied. In this study, three bioaccumulation experiments were conducted to evaluate the influence of dissolved cations, dissolved organic carbon, and exposure concentrations on PFAS bioaccumulation in algae. Among the 14 studied PFAS, seven long-chain PFAS tended to bioaccumulate in algae. Elevated divalent cations (Ca2+ and Mg2+) and dissolved organic carbon did not significantly change the algal bioconcentration factors (BCFs) of PFAS, suggesting complexity of the interactions among PFAS, environmental factors, and biotic activities. Additionally, increasing exposure concentrations (0.5, 1, 5, and 10 μg/L of each PFAS) increased PFAS concentrations in algae but decreased the BCF values. This indicated that attention should be paid to the application of BCFs in future studies, including ecological risk assessment. Moreover, fluorotelomer sulfonic acids (FTSs) were incompletely recovered, suggesting that biotransformation occurred. Further studies should be conducted to evaluate whether algae play a role in FTSs biotransformation and to determine the mechanisms. Studying the impacts of key environmental factors on PFAS bioaccumulation in algae is crucial for understanding the bioaccumulation processes that occur at the lowest trophic level and that eventually affect the dynamics of entire aquatic ecosystems.
Collapse
Affiliation(s)
- Xiaoyan Yun
- Civil and Environmental Engineering Department, Temple University, Philadelphia, PA, 19122, USA
| | - Maya Hillis
- Department of Civil, Architectural, and Environmental Engineering, Drexel University, Philadelphia, PA, 19104, USA
| | - Erica Alston
- Department of Civil, Architectural, and Environmental Engineering, Drexel University, Philadelphia, PA, 19104, USA
| | - Christopher M Sales
- Department of Civil, Architectural, and Environmental Engineering, Drexel University, Philadelphia, PA, 19104, USA
| | - Daniel E Spooner
- Department of Biology, Lock Haven University, Commonwealth University of Pennsylvania, Lock Haven, PA, 17745, USA
| | - Marie J Kurz
- Academy of Natural Sciences of Drexel University, Philadelphia, PA, 19103, USA; Environmental Sciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Rominder Suri
- Civil and Environmental Engineering Department, Temple University, Philadelphia, PA, 19122, USA
| | - Erica R McKenzie
- Civil and Environmental Engineering Department, Temple University, Philadelphia, PA, 19122, USA.
| |
Collapse
|
2
|
Sani A, Abdullahi IL, Salisu A, Tukur HM, Maigari AK. A machine learning multimodal profiling of Per- and Polyfluoroalkyls (PFAS) distribution across animal species organs via clustering and dimensionality reduction techniques. Food Res Int 2025; 211:116463. [PMID: 40356129 DOI: 10.1016/j.foodres.2025.116463] [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: 02/08/2025] [Revised: 03/16/2025] [Accepted: 04/15/2025] [Indexed: 05/15/2025]
Abstract
Per- and polyfluoroalkyl substances (PFAS) contamination in aquatic and terrestrial organisms poses significant environmental and health risks. This study quantified 15 PFAS compounds across various tissues (liver, kidney, gill, muscle, skin, lung, blood, breast, feather) from fish (Clarias gariepinus, Oreochromis niloticus, Lates niloticus, Tilapia zilli), livestock (camel, cow, sheep, ram, goat), and birds (pigeon, chicken, turkey). Among the fishes, C. gariepinus exhibited the highest PFAS accumulation, with PFOA (46.5 ng/g) and PFTrDA (50.1 ng/g) dominant in liver and kidney, while O. niloticus showed elevated PFTrDA (56.87 ng/g) and PFUnDA (29.43 ng/g). In livestock, camel liver contained high PFNA (9.22 ng/g), and cow liver had the highest PFOS (8.1 ng/g). Among the birds, pigeon liver showed the highest PFNA (7.83 ng/g). To analyze PFAS distribution patterns, dimensionality reduction and clustering techniques were employed. Principal Component Analysis (PCA) captured 68.28 % of total variance, revealing two distinct clusters whereby fish species are strongly related with higher PFAS concentration, while poultry showed unique PFAS profiles when compared to other types of meat. Clustering of PFOS, PFOA, and other PFAS compounds near the center explained their influence across the general meat types particularly the fish species, while t-Distributed Stochastic Neighbor Embedding (t-SNE) confirmed clear separations in high-dimensional space. Clustering analyses, including K-means, hierarchical clustering, DBSCAN, and Gaussian Mixture Models (GMM), identified well-defined patterns, with DBSCAN and GMM detecting overlapping categories and outliers. Feature importance analysis using a Random Forest model highlighted total PFAS as the most significant predictor, with PFHxA and PFDODA also contributing strongly, while organ type and species played a lesser role. These findings demonstrate the effectiveness of unsupervised learning techniques in characterizing PFAS bioaccumulation patterns across species and tissues, providing valuable information for ecological and toxicological risk assessments.
Collapse
Affiliation(s)
- Ali Sani
- Department of Biological Sciences, Faculty of Life Sciences, Bayero University, Kano 3011, Nigeria.
| | - Ibrahim Lawal Abdullahi
- Department of Biological Sciences, Faculty of Life Sciences, Bayero University, Kano 3011, Nigeria
| | - Abba Salisu
- Department of Biological Sciences, Faculty of Life Sciences, Bayero University, Kano 3011, Nigeria
| | - Habibu Magaji Tukur
- Department of Biology, Yusuf Maitama Sule College of Education and Advanced Studies, Ghari LGA, Kano, Nigeria
| | - Ahmad Kabir Maigari
- Department of Veterinary Parasitology and Entomology, Faculty of Veterinary Medicine, Bayero University, Kano 3011, Nigeria
| |
Collapse
|
3
|
Gardiner CL, Petali JM, Chen CY, Giffard NG, Fernando S, Holsen TM, Varghese JR, Romano ME, Crawford KA. Evaluating the environmental occurrence of per- and polyfluoroalkyl substances (PFAS) and potential exposure risk for recreational shellfish harvesters in the Great Bay Estuary, New Hampshire. THE SCIENCE OF THE TOTAL ENVIRONMENT 2025; 986:179747. [PMID: 40449359 DOI: 10.1016/j.scitotenv.2025.179747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2025] [Revised: 05/21/2025] [Accepted: 05/22/2025] [Indexed: 06/03/2025]
Abstract
BACKGROUND Shellfish may be an important contributor to PFAS exposure from seafood consumption. Yet, shellfish consumption patterns are distinct from other seafood varieties and PFAS exposure via shellfish consumption has not been well studied, especially among recreational harvesters who may be exposed to PFAS through direct consumption of shellfish, incidental ingestion of sediment, and dermal absorption. METHODS Collocated surface water, sediment, and bivalve shellfish samples were collected in the Great Bay Estuary, a prominent estuary in New Hampshire, USA with multiple known PFAS sources. All media were analyzed for 27 PFAS compounds via UPLC-MS/MS. Human health risk of PFAS exposure from recreational shellfish harvesting was estimated for typical and high seafood consumers across multiple exposure routes using available health guidance values. RESULTS PFAS were detected in all Great Bay water, sediment, and shellfish samples. PFAS concentrations varied spatially, and profiles varied by media type, with shorter chain compounds found in water and longer chain compounds found in sediment and shellfish. For adults, PFAS exposure risk from recreational shellfish harvesting was greatest from direct consumption of shellfish (>99 % of estimated daily PFAS dose), followed by dermal absorption and incidental sediment ingestion. For children, dermal absorption and incidental ingestion were also important, contributing up to 10 % of estimated daily exposure. PFAS exposure risk from consuming razor clams exceeded the reference hazard quotient of 1 for multiple compounds among the general population that consumes typical or greater amounts of seafood, and among persons of childbearing age and young children who consume high amounts of seafood. CONCLUSIONS High frequency recreational shellfish harvesting and consumption may increase exposure to certain PFAS.
Collapse
Affiliation(s)
| | - Jonathan M Petali
- Environmental Health Program, New Hampshire Department of Environmental Services, Concord, NH, USA; Battelle Memorial Institute, Columbus, OH, USA
| | - Celia Y Chen
- Department of Biological Sciences, Dartmouth College, Hanover, NH, USA
| | - Nathan G Giffard
- Department of Biological Sciences, Dartmouth College, Hanover, NH, USA
| | - Sujan Fernando
- Center for Air Resources Engineering and Science, Clarkson University, Potsdam, NY, USA
| | - Thomas M Holsen
- Center for Air Resources Engineering and Science, Clarkson University, Potsdam, NY, USA; Department of Chemical and Biomolecular Engineering, Clarkson University, Potsdam, NY, USA
| | - Juby R Varghese
- Center for Air Resources Engineering and Science, Clarkson University, Potsdam, NY, USA
| | - Megan E Romano
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | | |
Collapse
|
4
|
Pastorino P, Elia AC, Mossotto C, Gabetti A, Maganza A, Renzi M, Pizzul E, Faggio C, Prearo M, Barceló D. Potential ecotoxicological effects of global change on organisms inhabiting high-mountain lakes in the Alps. THE SCIENCE OF THE TOTAL ENVIRONMENT 2025; 975:179180. [PMID: 40185005 DOI: 10.1016/j.scitotenv.2025.179180] [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: 01/24/2025] [Revised: 03/16/2025] [Accepted: 03/17/2025] [Indexed: 04/07/2025]
Abstract
High-mountain lakes in the Alps are highly sensitive freshwater ecosystems, increasingly impacted by climate change, pollution, and anthropogenic disturbances. This discussion assesses the ecotoxicological effects of global change such as rising temperatures, earlier snowmelt, glacier retreat, permafrost thaw, increased ultraviolet radiation, and pollutant deposition on aquatic organisms. A systematic literature search identified only nine studies explicitly addressing these ecotoxicological aspects. Given the limited availability of studies on Alpine high-mountain lakes, this analysis draws mainly on research from other high-altitude aquatic ecosystems. Rising temperatures alter metabolic rates, species distributions, pathogen susceptibility, and trophic interactions, disrupting ecological balance. Glacier retreat and permafrost thaw modify nutrient cycling, favoring cyanobacteria over diatoms, with cascading effects on food webs. These temperature shifts also increase oxygen demand and metabolic stress in aquatic organisms. Biofilm and zooplankton community shifts further destabilize food web dynamics, while macroinvertebrate assemblages become dominated by thermophilic taxa, affecting organic matter decomposition and nutrient availability. Amphibians are particularly vulnerable, as warming facilitates disease outbreaks like chytridiomycosis. Additionally, glacial melt and permafrost thaw release toxic substances, which bioaccumulate across trophic levels, inducing oxidative stress and reproductive impairments in fish, amphibians, and invertebrates. Contaminant biomagnification threatens entire food webs, compromising ecosystem as well as human health. Increased ultraviolet radiation exacerbates oxidative stress and interacts with pollutants, intensifying physiological damage. Future research should prioritize long-term monitoring, controlled exposure experiments, and predictive models. Conservation strategies must mitigate contaminants and enhance ecosystem resilience to protect biodiversity in these fragile environments.
Collapse
Affiliation(s)
- Paolo Pastorino
- Istituto Zooprofilattico Sperimentale del Piemonte, Liguria e Valle d'Aosta, via Bologna 148, 10154 Torino, Italy.
| | - Antonia Concetta Elia
- Dipartimento di Chimica, Biologia e Biotecnologie, Università degli Studi di Perugia, via Elce di Sotto 8, 06123 Perugia, Italy
| | - Camilla Mossotto
- Istituto Zooprofilattico Sperimentale del Piemonte, Liguria e Valle d'Aosta, via Bologna 148, 10154 Torino, Italy
| | - Alice Gabetti
- Istituto Zooprofilattico Sperimentale del Piemonte, Liguria e Valle d'Aosta, via Bologna 148, 10154 Torino, Italy
| | - Alessandra Maganza
- Istituto Zooprofilattico Sperimentale del Piemonte, Liguria e Valle d'Aosta, via Bologna 148, 10154 Torino, Italy
| | - Monia Renzi
- Dipartimento di Scienze della Vita, Università degli Studi di Trieste, via L. Giorgieri 10, 34127 Trieste, Italy
| | - Elisabetta Pizzul
- Dipartimento di Scienze della Vita, Università degli Studi di Trieste, via L. Giorgieri 10, 34127 Trieste, Italy
| | - Caterina Faggio
- Department of Chemical, Biological, Pharmaceutical and Environmental Sciences, University of Messina, 98166 Messina, Italy; Department of Ecosustainable Marine Biotechnology, Stazione Zoologica Anton Dohrn, 80121 Naples, Italy
| | - Marino Prearo
- Istituto Zooprofilattico Sperimentale del Piemonte, Liguria e Valle d'Aosta, via Bologna 148, 10154 Torino, Italy
| | - Damià Barceló
- Chemistry and Physics Department, University of Almeria, 04120 Almería, Spain
| |
Collapse
|
5
|
Chambial P, Thakur N, Kushawaha J, Kumar R. Per- and polyfluoroalkyl substances in environment and potential health impacts: Sources, remediation treatment and management, policy guidelines, destructive technologies, and techno-economic analysis. THE SCIENCE OF THE TOTAL ENVIRONMENT 2025; 969:178803. [PMID: 40020591 DOI: 10.1016/j.scitotenv.2025.178803] [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: 10/21/2024] [Revised: 01/22/2025] [Accepted: 02/07/2025] [Indexed: 03/03/2025]
Abstract
Per- and polyfluoroalkyl Substances (PFAS), also known as forever chemicals and ubiquitous persistence, pose significant public health challenges due to their potential toxicity, particularly in drinking water and soil contamination. However, PFAS occurrence and their concentrations in different environmental matrices vary globally, but factors influencing trends, transport, fate, toxicity, and interactions with co-contaminants remain largely unexplored. Therefore, this review critically examines the state-of-the-art worldwide PFAS sources, distribution, and pathways, and evaluates how PFASs are processed in wastewater treatment, generally, which causes severe problems with the quality and safety of drinking water. Importantly, the review also underscores health issues due to PFAS consumption and recent research trends on developing effective treatment strategies to manage PFAS contamination. Potential effects of PFAS were linked to urban land use and the proportion of wastewater effluent in streamflow. Besides, major emphasis was provided on challenges for conventional treatment, destructive technologies, environmental accumulation, precursor transformation, and cost-investment related to PFAS removal technologies. To combat PFAS contamination, this review proposes a framework that promotes the comprehensive identification of prevalent compounds, with a focus on their eradication through knowledge-based and targeted analysis. Additionally, it explores the ongoing debate surrounding PFAS laws and legal frameworks, offering ideas for enhancing contamination management. Lastly, this review provides a strategic plan for improving response and preparedness, serving as a foundation for addressing future environmental challenges and informing health risk assessments.
Collapse
Affiliation(s)
- Priyanka Chambial
- Department of Biosciences (UIBT), Chandigarh University, Ludhiana, Punjab 140413, India
| | - Neelam Thakur
- Department of Zoology, Sardar Patel University, Vallabh Government College, Mandi, Himachal Pradesh 175001, India.
| | - Jyoti Kushawaha
- Department of Environmental Studies, Ramanujan College, University of Delhi, New Delhi 110019, India
| | - Rakesh Kumar
- Department of Biosystems Engineering, Auburn University, Auburn, AL 36849, USA.
| |
Collapse
|
6
|
Nuchan P, Kovitvadhi U, Sangsawang A, Kovitvadhi S, Klaimala P, Srakaew N. Potential utilization of bivalve hemolymph as a biomonitoring tool for assessment of atrazine contamination. JOURNAL OF HAZARDOUS MATERIALS 2025; 485:136927. [PMID: 39706011 DOI: 10.1016/j.jhazmat.2024.136927] [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: 10/21/2024] [Revised: 12/10/2024] [Accepted: 12/16/2024] [Indexed: 12/23/2024]
Abstract
This study evaluated temporally dynamic bioaccumulation, fates, and biotransformation of atrazine (ATZ) in bivalve hemolymph. Male and female mussels, Hyriopsis bialata, were exposed to ATZ at environmentally-relevant (0.02 and 0.2 mg/L) and high (2 mg/L) concentrations. Untreated mussels served as a control. The hemolymph was collected from the anterior adductor muscle during 28 days of exposure. Pooled hemolymph from individuals of the same sex was subjected to chromatographic analysis of ATZ and its derivatives: desethylatrazine (DEA), desisopropylatrazine (DIA), and hydroxyatrazine (HA). The hemolymph was also used to determine phase I biotransformation via 7-ethoxyresorufin-O-deethylase activity. ATZ-treated mussels showed bioaccumulation of ATZ and its derivatives in their hemolymph, but the control mussels had none. There were no gender-dependent bioaccumulation patterns for these compounds, among which DEA revealed dose- and time-dependent bioaccumulation. Besides, hemolymph-to-water concentration ratios (HWRs) of DEA exhibited concentration and time dependency on nominal ATZ concentrations, especially in the female mussels. ATZ exposure generally did not alter phase I biotransformation capacity in the hemolymph. Interestingly, DEA, aside from ATZ, was a promising candidate marker representing degrees of ATZ contamination. Overall, this study offered opportunity for utilizing the bivalve hemolymph of minimal amounts for rapid, time-series biomonitoring of ATZ contamination in water.
Collapse
Affiliation(s)
- Pattanan Nuchan
- Department of Zoology, Faculty of Science, Kasetsart University, Chatuchak, Bangkok 10900, Thailand
| | - Uthaiwan Kovitvadhi
- Department of Zoology, Faculty of Science, Kasetsart University, Chatuchak, Bangkok 10900, Thailand
| | - Akkarasiri Sangsawang
- Department of Aquaculture, Faculty of Fisheries, Kasetsart University, Chatuchak, Bangkok 10900, Thailand
| | - Satit Kovitvadhi
- Department of Agriculture, Faculty of Science and Technology, Bansomdejchaopraya Rajabhat University, Thonburi, Bangkok 10600, Thailand
| | - Pakasinee Klaimala
- Impact of Pesticide Use Subdivision, Pesticide Research Group, Agricultural Production Science Research and Development Office, Department of Agriculture, Ministry of Agriculture and Cooperatives, Chatuchak, Bangkok 10900, Thailand
| | - Nopparat Srakaew
- Department of Zoology, Faculty of Science, Kasetsart University, Chatuchak, Bangkok 10900, Thailand.
| |
Collapse
|
7
|
Anik AH, Basir MS, Sultan MB, Alam M, Rahman MM, Tareq SM. Unveiling the emerging concern of per- and polyfluoroalkyl substances (PFAS) and their potential impacts on estuarine ecosystems. MARINE POLLUTION BULLETIN 2025; 212:117554. [PMID: 39837172 DOI: 10.1016/j.marpolbul.2025.117554] [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: 08/03/2024] [Revised: 12/01/2024] [Accepted: 01/09/2025] [Indexed: 01/23/2025]
Abstract
Per- and polyfluoroalkyl substances (PFAS) have become ubiquitous chemicals that pose potentially serious threats to both human health and the integrity of the ecosystem. This review compiles current knowledge on PFAS contamination in estuaries, focusing on sources, abundance, distribution, fate, and toxic mechanisms. It also addresses the health risks associated with these compounds and identifies research gaps, offering recommendations for future studies. Estuaries are essential for maintaining biodiversity and serve as protective natural buffers against pollution flowing from land to sea. However, PFAS, known for their persistence and bioaccumulation potential, are detected in estuarine waters, sediments, and biota worldwide, with varying concentrations based on geographic locations and environmental matrices. Sources of PFAS in estuaries include routine items like nonstick kitchenware, industrial emissions, landfill sites, civilian and military airfields, and runoff from firefighting activities. The fate of PFAS in estuarine ecosystems is influenced by hydrology, biogeochemical interactions, and proximity to pollution sources.
Collapse
Affiliation(s)
- Amit Hasan Anik
- Department of Environmental Science, Bangladesh University of Professionals (BUP), Dhaka 1216, Bangladesh.
| | - Md Samium Basir
- Department of Environmental Science, Bangladesh University of Professionals (BUP), Dhaka 1216, Bangladesh
| | - Maisha Binte Sultan
- Department of Environmental Science, Bangladesh University of Professionals (BUP), Dhaka 1216, Bangladesh
| | - Mahbub Alam
- Department of Environmental Science, Bangladesh University of Professionals (BUP), Dhaka 1216, Bangladesh; Department of Environmental Health Sciences, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States
| | - Md Mostafizur Rahman
- Department of Environmental Science, Bangladesh University of Professionals (BUP), Dhaka 1216, Bangladesh; Laboratory of Environmental Health and Ecotoxicology, Department of Environmental Sciences, Jahangirnagar University, Dhaka 1342, Bangladesh.
| | - Shafi M Tareq
- Department of Environmental Science, Bangladesh University of Professionals (BUP), Dhaka 1216, Bangladesh; Hydrobiogeochemistry and Pollution Control Laboratory, Department of Environmental Sciences, Jahangirnagar University, Dhaka 1342, Bangladesh.
| |
Collapse
|
8
|
Munoz G, Taxil-Paloc A, Desrosiers M, Vo Duy S, Liu M, Houde M, Liu J, Sauvé S. Zwitterionic, cationic, and anionic PFAS in freshwater sediments from AFFF-impacted and non-impacted sites of Eastern Canada. JOURNAL OF HAZARDOUS MATERIALS 2025; 484:136634. [PMID: 39637784 DOI: 10.1016/j.jhazmat.2024.136634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Revised: 10/31/2024] [Accepted: 11/21/2024] [Indexed: 12/07/2024]
Abstract
Zwitterionic, cationic, and anionic per- and polyfluoroalkyl substances (PFAS) were investigated in freshwater sediments of Canada, including sites impacted by aqueous film-forming foams (AFFFs). The first step of the project involved optimizing the extraction method with equilibrated sediment-water-AFFF samples. The analytical method had acceptable linearity, accuracy, and precision in the sediment matrix, and was further validated with NIST SRM 1936. In the second step of the project, the method was applied to determine over 70 target PFAS in field-collected sediments (n = 102). At federal contaminated sites of Ontario, Newfoundland, and Québec (ditches and creeks at international airports with fire training or fire equipment testing areas), summed PFAS averaged 30 ng/g (maximum of 160 ng/g) with molecular patterns dominated by perfluorooctane sulfonate (maximum PFOS: 84 ng/g). Based on maximum observed concentrations >10 ng/g, other key PFAS at these AFFF-impacted sites included negative ion mode perfluorohexane sulfonate, perfluorohexane sulfonamide, fluorotelomer sulfonates (6:2 FTS and 8:2 FTS) and 5:3 fluorotelomer acid, and positive ion mode N-dimethylammoniopropyl perfluorohexane sulfonamide and 5:1:2 fluorotelomer betaine. In contrast, environmental sediment samples collected at a larger spatial scale (province-wide survey) were characterized by low ΣPFAS (generally <1 ng/g), with PFOS/PFOA below chronic toxicity thresholds for aquatic life.
Collapse
Affiliation(s)
- Gabriel Munoz
- Department of Chemistry, Université de Montréal, Montréal, QC H2V 0B3, Canada; Centre d'expertise en analyse environnementale du Québec, ministère de l'Environnement, de la Lutte contre les changements climatiques, de la Faune et des Parcs, Québec, QC G1P 3W8, Canada
| | - Alice Taxil-Paloc
- Department of Chemistry, Université de Montréal, Montréal, QC H2V 0B3, Canada; Sciences Sorbonne Université, Paris 75005, France
| | - Mélanie Desrosiers
- Centre d'expertise en analyse environnementale du Québec, ministère de l'Environnement, de la Lutte contre les changements climatiques, de la Faune et des Parcs, Québec, QC G1P 3W8, Canada
| | - Sung Vo Duy
- Department of Chemistry, Université de Montréal, Montréal, QC H2V 0B3, Canada; Centre d'expertise en analyse environnementale du Québec, ministère de l'Environnement, de la Lutte contre les changements climatiques, de la Faune et des Parcs, Québec, QC G1P 3W8, Canada
| | - Min Liu
- Department of Chemistry, Université de Montréal, Montréal, QC H2V 0B3, Canada; Department of Civil Engineering, McGill University, Montréal, QC H3A 0G4, Canada
| | - Magali Houde
- Aquatic Contaminants Research Division, Environment and Climate Change Canada, Montréal, QC H2Y 2E7, Canada
| | - Jinxia Liu
- Department of Civil Engineering, McGill University, Montréal, QC H3A 0G4, Canada
| | - Sébastien Sauvé
- Department of Chemistry, Université de Montréal, Montréal, QC H2V 0B3, Canada.
| |
Collapse
|
9
|
Ogunbiyi OD, Lemos L, Brinn RP, Quinete NS. Bioaccumulation potentials of per-and polyfluoroalkyl substances (PFAS) in recreational fisheries: Occurrence, health risk assessment and oxidative stress biomarkers in coastal Biscayne Bay. ENVIRONMENTAL RESEARCH 2024; 263:120128. [PMID: 39389194 DOI: 10.1016/j.envres.2024.120128] [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: 07/04/2024] [Revised: 09/06/2024] [Accepted: 10/07/2024] [Indexed: 10/12/2024]
Abstract
Per-and polyfluoroalkyl substances (PFAS) are a group of synthetic, highly fluorinated, and emerging chemicals that are reported to be used for both industrial and domestic applications. Several PFAS have demonstrated persistent, bioaccumulative and toxic tendencies in marine organisms. Therefore, this research aims to characterize and quantify these compounds in both recreational fisheries and surface water samples, including estimating their bioaccumulation potentials. In addition, we assessed the potential contribution of biomonitoring tools such as oxidative stressors and morphological index on fish and ecological health. Finally, human health risk assessment was performed based on available toxicological data on limited PFAS. All PFAS were detected in at least one sample except for N-EtFOSAA in lobster which was below the method detection limit. ƩPFAS body burden ranged from 0.15 to 3.40 ng/g wet weight (ww) in blackfin tuna samples and 0.37-5.15 ng/g ww in lobster samples, respectively. Wilcoxon rank paired test (α = 0.05) shows that there is statistical significance (ρ < 0.05) of ƩPFAS between species. Bioaccumulation factors (BAF) suggest an increasing trend in PFAS classes (PFCAs < PFSAs < FTSs), with higher BAFs observed in tuna compared to lobster. Long-chain PFESAs and FASAA were reported at higher concentrations in lobster compared to Blackfin tuna due to their bioavailability through sediment-sorption interactions. Although Fulton's condition factor (FCF) indicates healthy fish conditions, oxidative stress biomarkers suggest that tuna and lobster might be under stress, which can weaken their immune system against exposure to emerging contaminants such as PFAS. Hazard risk (HR) suggests a low risk to human health based on the consumption of the studied species; however, the risk of contaminant exposure may be higher than estimated. This study is aimed at improving food safety by providing better understanding of how PFAS infiltrate into human diet and incorporating data on influence of contaminant exposure and environmental stressors on marine health.
Collapse
Affiliation(s)
- Olutobi Daniel Ogunbiyi
- Department of Chemistry and Biochemistry, Florida International University, 3000 NE 151ST St, Biscayne Bay Campus, Marine Science Building, North Miami, FL, 33181, USA; Institute of Environment, Florida International University, 11200 SW 8th Street, Modesto A. Maidique Campus, Miami, FL, 33199, USA.
| | - Leila Lemos
- Institute of Environment, Florida International University, 11200 SW 8th Street, Modesto A. Maidique Campus, Miami, FL, 33199, USA
| | - Richard P Brinn
- Department of Biological Sciences -Institute of Environment-LACC, Florida International University, 11200 SW 8th Street, Modesto A. Maidique Campus, Miami, FL, 33199, USA
| | - Natalia Soares Quinete
- Department of Chemistry and Biochemistry, Florida International University, 3000 NE 151ST St, Biscayne Bay Campus, Marine Science Building, North Miami, FL, 33181, USA; Institute of Environment, Florida International University, 11200 SW 8th Street, Modesto A. Maidique Campus, Miami, FL, 33199, USA.
| |
Collapse
|
10
|
Gkika IS, Kraak MHS, van Gestel CAM, ter Laak TL, van Wezel AP, Hardy R, Sadia M, Vonk JA. Bioturbation Affects Bioaccumulation: PFAS Uptake from Sediments by a Rooting Macrophyte and a Benthic Invertebrate. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:20607-20618. [PMID: 39523560 PMCID: PMC11580174 DOI: 10.1021/acs.est.4c03868] [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: 04/18/2024] [Revised: 10/24/2024] [Accepted: 10/25/2024] [Indexed: 11/16/2024]
Abstract
Despite the widespread presence of per- and polyfluoroalkyl substances (PFAS) in freshwater environments, only a few studies have addressed their bioaccumulation in macrophytes and benthic invertebrates. This study therefore aimed at investigating the presence of 40 PFAS in sediments, assessing their bioaccumulation in a rooting macrophyte (Myriophyllum spicatum) and a benthic invertebrate (Lumbriculus variegatus) and examining the effects of the presence and bioturbation activity of the invertebrate on PFAS bioaccumulation in the plants. The macrophytes were exposed to sediments originating from a reference and a PFAS-contaminated site. The worms were introduced in half of the replicates, and at the end of the experiment, PFAS were quantified in all environmental compartments. Numerous targeted PFAS were detected in both sediments and taken up by both organisms, with summed PFAS concentrations in organisms largely exceeding concentrations in the original sediments. Bioaccumulation differed between organisms and the two sediments. The presence of the worms significantly reduced the PFAS concentrations in the plant tissues, but for some compounds, root bioaccumulation increased in the presence of the worms. This effect was most prominent for the degradable PFAS precursors. It is concluded that organisms affect the environmental fate of PFAS, emphasizing that contaminant-macroinvertebrate interactions are two-sided.
Collapse
Affiliation(s)
- Ioanna S. Gkika
- Department
of Freshwater and Marine Ecology (FAME), Institute for Biodiversity
and Ecosystem Dynamics (IBED), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Michiel H. S. Kraak
- Department
of Freshwater and Marine Ecology (FAME), Institute for Biodiversity
and Ecosystem Dynamics (IBED), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Cornelis A. M. van Gestel
- Amsterdam
Institute for Life and Environment (A-LIFE), Faculty of Science, Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Thomas L. ter Laak
- Department
of Freshwater and Marine Ecology (FAME), Institute for Biodiversity
and Ecosystem Dynamics (IBED), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
- KWR
Water Research Institute, P.O. Box 1072, 3430 BB Nieuwegein, The Netherlands
| | - Annemarie P. van Wezel
- Department
of Freshwater and Marine Ecology (FAME), Institute for Biodiversity
and Ecosystem Dynamics (IBED), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Robert Hardy
- Department
of Freshwater and Marine Ecology (FAME), Institute for Biodiversity
and Ecosystem Dynamics (IBED), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Mohammad Sadia
- Department
of Freshwater and Marine Ecology (FAME), Institute for Biodiversity
and Ecosystem Dynamics (IBED), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - J. Arie Vonk
- Department
of Freshwater and Marine Ecology (FAME), Institute for Biodiversity
and Ecosystem Dynamics (IBED), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| |
Collapse
|
11
|
Pickard HM, Ruyle BJ, Haque F, Logan JM, LeBlanc DR, Vojta S, Sunderland EM. Characterizing the Areal Extent of PFAS Contamination in Fish Species Downgradient of AFFF Source Zones. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:19440-19453. [PMID: 39412174 PMCID: PMC11526379 DOI: 10.1021/acs.est.4c07016] [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: 07/09/2024] [Revised: 09/06/2024] [Accepted: 09/24/2024] [Indexed: 10/30/2024]
Abstract
Most monitoring programs next to large per- and polyfluoroalkyl substances (PFAS) sources focus on drinking water contamination near source zones. However, less is understood about how these sources affect downgradient hydrological systems and food webs. Here, we report paired PFAS measurements in water, sediment, and aquatic biota along a hydrological gradient away from source zones contaminated by the use of legacy aqueous film-forming foam (AFFF) manufactured using electrochemical fluorination. Clustering analysis indicates that the PFAS composition characteristic of AFFF is detectable in water and fishes >8 km from the source. Concentrations of 38 targeted PFAS and extractable organofluorine (EOF) decreased in fishes downgradient of the AFFF-contaminated source zones. However, PFAS concentrations remained above consumption limits at all locations within the affected watershed. Perfluoroalkyl sulfonamide precursors accounted for approximately half of targeted PFAS in fish tissues, which explain >90% of EOF across all sampling locations. Suspect screening analyses revealed the presence of a polyfluoroketone pharmaceutical in fish species, and a fluorinated agrochemical in water that likely does not accumulate in biological tissues, suggesting the presence of diffuse sources such as septic system and agrochemical inputs throughout the watershed in addition to AFFF contamination. Based on these results, monitoring programs that consider all hydrologically connected regions within watersheds affected by large PFAS sources would help ensure public health protection.
Collapse
Affiliation(s)
- Heidi M. Pickard
- Harvard
John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts 02138, United States
| | - Bridger J. Ruyle
- Harvard
John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts 02138, United States
- Department
of Global Ecology, Carnegie Institution
for Science, Stanford, California 94305, United States
| | - Faiz Haque
- Harvard
John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts 02138, United States
| | - John M. Logan
- Massachusetts
Division of Marine Fisheries, New
Bedford, Massachusetts 02744, United States
| | - Denis R. LeBlanc
- U.S.
Geological Survey, Emeritus Scientist, New
England Water Science Center, Northborough, Massachusetts 01532, United States
| | - Simon Vojta
- Graduate
School of Oceanography, University of Rhode
Island, Narragansett, Rhode Island 02882, United States
| | - Elsie M. Sunderland
- Harvard
John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts 02138, United States
- Department
of Earth and Planetary Sciences, Harvard
University, Cambridge, Massachusetts 02138, United States
| |
Collapse
|
12
|
Koban LA, King T, Huff TB, Furst KE, Nelson TR, Pfluger AR, Kuppa MM, Fowler AE. Passive biomonitoring for per- and polyfluoroalkyl substances using invasive clams, C. fluminea. JOURNAL OF HAZARDOUS MATERIALS 2024; 472:134463. [PMID: 38723486 DOI: 10.1016/j.jhazmat.2024.134463] [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: 08/30/2023] [Revised: 03/10/2024] [Accepted: 04/26/2024] [Indexed: 05/30/2024]
Abstract
Per- and polyfluoroalkyl substances (PFAS) are a class of toxic manufactured chemicals in commercial and consumer products. They are resistant to environmental degradation and mobile in soil, air, and water. This study used the introduced bivalve Corbicula fluminea as a passive biomonitor at sampling locations in a primary drinking water source in Virginia, USA. Many potential PFAS sources were identified in the region. Perfluorohexane sulfonate (PFHxS) and 6:2 fluorotelomer sulfonic acid (6:2 FTS) levels were highest downstream of an airport. The highest levels of short-chain carboxylic acids were in locations downstream of a wastewater treatment plant. Measured PFAS concentrations varied by location in C. fluminea, sediment, and surface water samples. Two compounds were detected across all three mediums. Calculated partitioning coefficients confirm bioaccumulation of PFAS in C. fluminea and sorption to sediment. C. fluminea bioaccumulated two PFAS not found in the other mediums. Perfluoroalkyl carboxylic acids and short-chain compounds dominated in clam tissue, which contrasts with findings of accumulation of longer-chain and perfluorosulfonic acids in fish. These findings suggest the potential for using bivalves to complement other organisms to better understand the bioaccumulation of PFAS and their fate and transport in a freshwater ecosystem.
Collapse
Affiliation(s)
- Lauren A Koban
- Department of Environmental Science and Policy, George Mason University, 4400 University Drive, Fairfax, VA 22030, USA.
| | - Tabitha King
- Department of Environmental Science and Policy, George Mason University, 4400 University Drive, Fairfax, VA 22030, USA.
| | - Thomas B Huff
- Department of Environmental Science and Policy, George Mason University, 4400 University Drive, Fairfax, VA 22030, USA.
| | - Kirin E Furst
- Department of Civil, Environmental, and Infrastructure Engineering, George Mason University, 4400 University Drive, Fairfax, VA 22030, USA.
| | - T Reid Nelson
- Department of Environmental Science and Policy, George Mason University, 4400 University Drive, Fairfax, VA 22030, USA.
| | - Andrew R Pfluger
- Department of Geography & Environmental Engineering, United States Military Academy, 745 Brewerton Road, West Point, NY 10996, USA.
| | - Mrudula Meghana Kuppa
- Department of Civil, Environmental, and Infrastructure Engineering, George Mason University, 4400 University Drive, Fairfax, VA 22030, USA.
| | - Amy E Fowler
- Department of Environmental Science and Policy, George Mason University, 4400 University Drive, Fairfax, VA 22030, USA.
| |
Collapse
|
13
|
Rekik H, Arab H, Pichon L, El Khakani MA, Drogui P. Per-and polyfluoroalkyl (PFAS) eternal pollutants: Sources, environmental impacts and treatment processes. CHEMOSPHERE 2024; 358:142044. [PMID: 38648982 DOI: 10.1016/j.chemosphere.2024.142044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 04/03/2024] [Accepted: 04/04/2024] [Indexed: 04/25/2024]
Abstract
Per- and polyfluoroalkyl substances (PFAS) have become a growing environmental concern due to their tangible impacts on human health. However, due to the large number of PFAS compounds and the analytical difficulty to identify all of them, there are still some knowledge gaps not only on their impact on human health, but also on how to manage them and achieve their effective degradation. PFAS compounds originate from man-made chemicals that are resistant to degradation because of the presence of the strong carbon-fluorine bonds in their chemical structure. This review consists of two parts. In the first part, the environmental effects of fluorinated compound contamination in water are covered with the objective to highlight how their presence in the environment adversely impacts the human health. In the second part, the focus is put on the different techniques available for the degradation and/or separation of PFAS compounds in different types of waters. Examples of removal/treatment of PFAS present in either surface or ground water are presented.
Collapse
Affiliation(s)
- Hela Rekik
- Institut National de la Recherche Scientifique (INRS) - Centre Eau Terre Environnement (ETE), 490 Rue de la Couronne, Québec (QC), G1K 9A9, Canada
| | - Hamed Arab
- Institut National de la Recherche Scientifique (INRS) - Centre Eau Terre Environnement (ETE), 490 Rue de la Couronne, Québec (QC), G1K 9A9, Canada
| | - Loick Pichon
- Institut National de la Recherche Scientifique, Centre Énergie, Matériaux et Télécommunications, 1650, Blvd, Lionel-Boulet, Varennes, QC, J3X-1P7, Canada
| | - My Ali El Khakani
- Institut National de la Recherche Scientifique, Centre Énergie, Matériaux et Télécommunications, 1650, Blvd, Lionel-Boulet, Varennes, QC, J3X-1P7, Canada
| | - Patrick Drogui
- Institut National de la Recherche Scientifique (INRS) - Centre Eau Terre Environnement (ETE), 490 Rue de la Couronne, Québec (QC), G1K 9A9, Canada.
| |
Collapse
|
14
|
Wang N, Jagani R, Nwobodo N, Ma J. Toxicity of environmentally relevant concentration of PFAS chemicals in Lumbriculus variegatus (Oligochaeta, Lumbriculidae) - A multi-bioindicator study. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2023; 268:115722. [PMID: 37992644 DOI: 10.1016/j.ecoenv.2023.115722] [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: 05/31/2023] [Revised: 10/30/2023] [Accepted: 11/19/2023] [Indexed: 11/24/2023]
Abstract
PFAS, or per- and polyfluoroalkyl substances, are a family of man-made chemicals found in a variety of products from non-stick cookware and food wrappers to firefighting foams. PFAS are persistent and widely distributed in the environment, including aquatic environments. In this study we examined the impact of PFAS chemicals on the physiological and behavioral endpoints of Lumbriculus variegatus (i.e., blackworms). Lumbriculus variegatus is a species of freshwater annelid worm that plays key roles in shallow freshwater ecosystems. At an environmentally relevant concentration of 1 μg/L, 12-day aqueous exposure to long chain PFAS, including PFOA, PFOS and PFDA, each markedly slowed the pulse rate of the dorsal blood vessel in L. variegatus, indicating a suppressive effect on blood circulation. The mean pulse rate was reduced from 9.6 beats/minute to 6.2 and 7.0 beats/min in PFOA and PFOS, respectively (P < 0.0001). Further, PFOA, PFOS and PFDA reduced the escape responsiveness of L. variegatus to physical stimulation. The percentage of worms showing normal escape behavior was reduced from 99.0% in control to 90.6% in the PFOS exposed group (P < 0.01). In a chronic (4 week) growth study, exposure to overlying water and sediment spiked with PFOA, PFOS or PFDA reduced the total biomass and the number of worms, indicating a suppressive effect on worm population growth. For instance, PFOA and PFDA reduced the total dry biomass by 26.3% and 28.5%, respectively, compared to the control (P < 0.05). The impact of PFAS on blackworm physiology is accompanied by an increase in lipid peroxidation. The level of malondialdehyde (MDA), an indicator of lipid peroxidation, and catalase, a major antioxidant enzyme, were markedly increased in PFOA, PFOS and PFDA exposed groups. Interestingly, exposure to PFHxA, a short chain PFAS, had no detectable effect on any of the measured endpoints. Our results demonstrate that L. variegatus is highly sensitive to the toxic impact of long chain PFAS chemicals as measured by multiple endpoints including blood circulation, behavior, and population growth. Such toxicity may have a detrimental impact on L. variegatus and the freshwater ecosystems where it resides.
Collapse
Affiliation(s)
| | - Ravikumar Jagani
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY,USA
| | - Nigel Nwobodo
- Department of Pharmacology and Systems Physiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Jianyong Ma
- Department of Pharmacology and Systems Physiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
| |
Collapse
|
15
|
Yun X, Kurz MJ, Suri R, McKenzie ER. A modified QuEChERS sample processing method for the determination of per- and polyfluoroalkyl substances (PFAS) in environmental biological matrices. MethodsX 2023; 11:102290. [PMID: 37577167 PMCID: PMC10413343 DOI: 10.1016/j.mex.2023.102290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 07/16/2023] [Indexed: 08/15/2023] Open
Abstract
QuEChERS (quick, easy, cheap, effective, rugged, and safe) sample processing methods have previously been applied to a range of compounds and matrices. This study presents a modified QuEChERS sample processing method that was validated and employed for 24 per- and polyfluoroalkyl substances (PFAS) for various biological matrices. PFAS are a group of synthetic chemicals that have attracted substantial attention as some compounds are acknowledged to be persistent, toxic, and bioaccumulative. It is crucial to determine PFAS in diverse environmental matrices. Currently, limited sample processing methods for PFAS in biological matrices are available and the majority only focus on a few compounds such as perfluorooctanesulfonic acid (PFOS) and perfluorooctanoic acid (PFOA). Thus, there is a demand to develop a sample processing method which is effective for many commonly tested PFAS compounds in environmental biological samples. In this study, the detailed sample processing procedures and method performance are described. The highlights of this method are: •The extraction solvent and salts were adjusted for PFAS extraction from environmental biological matrices.•The modified QuEChERS method is effective for extraction and cleanup from a variety of matrices including algae, plants, invertebrates, amphibians, and fish.
Collapse
Affiliation(s)
- Xiaoyan Yun
- Civil and Environmental Engineering Department, Temple University, Philadelphia, PA 19122, USA
| | - Marie J Kurz
- Academy of Natural Sciences of Drexel University, Philadelphia, PA 19103, USA
- Environmental Sciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Rominder Suri
- Civil and Environmental Engineering Department, Temple University, Philadelphia, PA 19122, USA
| | - Erica R McKenzie
- Civil and Environmental Engineering Department, Temple University, Philadelphia, PA 19122, USA
| |
Collapse
|