Chapter
Jun 2, 2022

Appraisal of the Position of Water Distribution Systems as a PFAS Exposure Pathway

Publication: World Environmental and Water Resources Congress 2022

ABSTRACT

Regulatory guidelines implementation for per- and polyfluoroalkyl substances (PFAS) is getting attention globally due to the rising concern about its presence in water sources, direct exposure, and toxic properties. The majority of the legal frameworks primarily emphasize perfluorooctanoic acid (PFOA), an anionic organic PFAS. Latest studies found polyfluoroalkyl amides (FA) as a central precursor to PFOA formation in aquatic systems and established the Hofmann-type rearrangement as the dominant PFOA formation pathway during the chlorination of zwitterionic/cationic FA. Intriguingly, higher PFOA concentrations have been identified in water treatment plants after disinfection also. Hence, there is a probability of transforming FA to toxic PFOA during delivery via water distribution systems (WDS). The PFOA formation in the WDS could become an indirect PFAS exposure source and a probable cause for acute and chronic health risks to the communities. We aim to evaluate the involvement of WDS as an exposure pathway for PFOA. We examined the kinetics of PFOA formation during chlorination in aquatic systems. The kinetic relationships were transformed into mathematical equations and were applied to develop an EPANET-MSX-based WDS quality model. Uncertainty analysis was incorporated into the mechanistic modeling using the Monte Carlo method. The data set obtained on model application to a real WDS was applied for human health risk assessment by calculating the daily intake of PFOA contaminated water using USA population parameters. Our study found the one to eight years old age group to be most susceptible to PFASs exposure beyond the tolerable limit of 3 ng/kg/day.

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REFERENCES

Abhijith, G. R., Kadinski, L., and Ostfeld, A. (2021). “Modeling Bacterial Regrowth and Trihalomethane Formation in Water Distribution Systems.” Water (Switzerland), 13, 463.
Abhijith, G. R., and Mohan, S. (2020). “Random Walk Particle Tracking embedded Cellular Automata model for predicting temporospatial variations of chlorine in water distribution systems.” Environmental Processes, 7(1), 271–296.
Abhijith, G. R., and Ostfeld, A. (2021). “Model-based investigation of the formation, transmission, and health risk of perfluorooctanoic acid, a member of PFASs group, in drinking water distribution systems.” Water Research, Elsevier Ltd, 204(August), 117626.
Appleman, T. D., Higgins, C. P., Quiñones, O., Vanderford, B. J., Kolstad, C., Zeigler-Holady, J. C., and Dickenson, E. R. V. (2014). “Treatment of poly- and perfluoroalkyl substances in U.S. full-scale water treatment systems.” Water Research, 51, 246–255.
ASTDR (Agency for Toxic Substances and Disease Registry). (2018). Toxicological Profile for Per- and Polyfluoroalkyl Substances: Draft for public comment. Atlanta, Georgia, USA.
Barzen-Hanson, K. A., Roberts, S. C., Choyke, S., Oetjen, K., McAlees, A., Riddell, N., McCrindle, R., Ferguson, P. L., Higgins, C. P., and Field, J. A. (2017). “Discovery of 40 Classes of Per- and Polyfluoroalkyl Substances in Historical Aqueous Film-Forming Foams (AFFFs) and AFFF-Impacted Groundwater.” Environmental Science and Technology, 51(4), 2047–2057.
Buck, R. C., Franklin, J., Berger, U., Conder, J. M., Cousins, I. T., De Voogt, P., Jensen, A. A., Kannan, K., Mabury, S. A., and van Leeuwen, S. P. J. (2011). “Perfluoroalkyl and polyfluoroalkyl substances in the environment: Terminology, classification, and origins.” Integrated Environmental Assessment and Management, 7(4), 513–541.
California Environmental Agency. (2019). State Water Board Updates Guidelines for Testing and Reporting PFOA and PFOS As It Assesses Scope of Problem. Sacremento, CA.
Clark, R. M. (1998). “Chlorine demand and TTHM formation kinetics: A second-order model.” Journal of Environmental Engineering, 124(1), 16–24.
Cordner, A., De La Rosa, V. Y., Schaider, L. A., Rudel, R. A., Richter, L., and Brown, P. (2019). “Guideline levels for PFOA and PFOS in drinking water: the role of scientific uncertainty, risk assessment decisions, and social factors.” Journal of Exposure Science and Environmental Epidemiology, Springer US, 29(2), 157–171.
D’Agostino, L. A., and Mabury, S. A. (2017). “Certain Perfluoroalkyl and Polyfluoroalkyl Substances Associated with Aqueous Film Forming Foam Are Widespread in Canadian Surface Waters.” Environmental Science and Technology, 51(23), 13603–13613.
DiGiano, F. A., and Zhang, W. (2004). “Uncertainty Analysis in a Mechanistic Model of Bacterial Regrowth in Distribution Systems.” Environmental Science & Technology, 38(22), 5925–5931.
Dunne, A. (2020). “NYS Adopts Drinking Water Standards For Three Emerging Contaminants.” WAMC Northeast Public Radio, <https://www.wamc.org/post/nys-adopts-drinking-water-standards-three-emerging-contaminants>(Mar. 26, 2021).
Elala, D., Labhasetwar, P., and Tyrrel, S. F. (2011). “Deterioration in water quality from supply chain to household and appropriate storage in the context of intermittent water supplies.” Water Science & Technology: Water Supply, 11(4), 400–408.
Eliades, D. G., Kyriakou, M., Vrachimis, S. G., and Polycarpou, M. M. (2016). “EPANET-MATLAB Toolkit : An Open-Source Software for Interfacing EPANET with MATLAB.” Computing and Control for the Water Industry CCWI 2016, 1–8.
Fryar, C. D., Carroll, M. D., Gu, Q., Afful, J., and Ogdeb, C. L. (2021). “Anthropometric Reference Data for Children and Adults: United States, 2015–2018.” National Center for Health Statistics. Vital Health Stat, Washington, DC, 3(46), 1–44.
Grandjean, A. C. (2005). “Water requirements, impinging factors and recommended intakes.” Nutrients in Drinking Water, World Health Organization, Geneva, 25–40.
Howden, L. M., and Meyer, J. A. (2011). Age and Sex Composition : 2010. US Census Bureau, Washington, DC.
Kiéné, L., Lu, W., and Lévi, Y. (1998). “Relative importance of the phenomena responsible for chlorine decay in drinking water distribution systems.” Water Science and Technology, 38(6 pt 5), 219–227.
Liu, L., Qu, Y., Huang, J., and Weber, R. (2021). “Per- and polyfluoroalkyl substances (PFASs) in Chinese drinking water: risk assessment and geographical distribution.” Environmental Sciences Europe, Springer Berlin Heidelberg, 33(1).
Lorber, M., and Egeghy, P. P. (2011). “Simple intake and pharmacokinetic modeling to characterize exposure of Americans to perfluoroctanoic acid, PFOA.” Environmental Science and Technology, 45(19), 8006–8014.
Michigan Department of Environment Great Lakes and Energy. (2019). “PFAS MCLs and Drinking Water.” Michigan PFAS Action Response Team, <https://www.michigan.gov/pfasresponse/0,9038,7-365-95571_99970---,00.html>(Mar. 26, 2021).
Minnesota Department of Health. (2017). PFOA and Drinking Water. Saint Paul, MN.
Ostfeld, A., Uber, J. G., Salomons, E., Berry, J. W., Hart, W. E., Phillips, C. A., Watson, J.-P., Dorini, G., Jonkergouw, P., Kapelan, Z., di Pierro, F., Khu, S.-T., Savic, D., Eliades, D., Polycarpou, M., Ghimire, S. R., Barkdoll, B. D., Gueli, R., Huang, J. J., McBean, E. A., James, W., Krause, A., Leskovec, J., Isovitsch, S., Xu, J., Guestrin, C., VanBriesen, J., Small, M., Fischbeck, P., Preis, A., Propato, M., Piller, O., Trachtman, G. B., Wu, Z. Y., and Walski, T. (2008). “The Battle of the Water Sensor Networks (BWSN): A Design Challenge for Engineers and Algorithms.” Journal of Water Resources Planning and Management, 134(6), 556–568.
Rossman, L. A., Clark, R. M., and Grayman, W. M. (1994). “Modeling Chlorine Residuals in Drinking‐Water Distribution Systems.” J. Environ. Eng., 120(4), 803–820.
Thompson, J., Eaglesham, G., and Mueller, J. (2011). “Concentrations of PFOS, PFOA and other perfluorinated alkyl acids in Australian drinking water.” Chemosphere, Elsevier Ltd, 83(10), 1320–1325.
USEPA. (2016). Drinking water health advisory for perfluorooctanoic acid (PFOA). Washington, DC.
USEPA. (2019). “Chapter 3-Ingestion of Water and Other Select Liquids.” Exposure Factors Handbook, Washington, DC, 1–157.
Wang, T., Wang, P., Meng, J., Liu, S., Lu, Y., Khim, J. S., and Giesy, J. P. (2015). “A review of sources, multimedia distribution and health risks of perfluoroalkyl acids (PFAAs) in China.” Chemosphere, Elsevier Ltd, 129, 87–99.
WHO. (2017). Guidelines for Drinking-water Quality - Fourth Edition incorporating the First Addendum. (World Helath Organization, ed.), Geneva.
Xiao, F. (2017). “Emerging poly- and perfluoroalkyl substances in the aquatic environment: A review of current literature.” Water Research, Elsevier Ltd, 124, 482–495.
Xiao, F., Hanson, R. A., Golovko, S. A., Golovko, M. Y., and Arnold, W. A. (2018). “PFOA and PFOS Are Generated from Zwitterionic and Cationic Precursor Compounds during Water Disinfection with Chlorine or Ozone.” Environmental Science and Technology Letters, 5(6), 382–388.
Xiao, X., Ulrich, B. A., Chen, B., and Higgins, C. P. (2017). “Sorption of Poly- and Perfluoroalkyl Substances (PFASs) Relevant to Aqueous Film-Forming Foam (AFFF)-Impacted Groundwater by Biochars and Activated Carbon.” Environmental Science and Technology, 51(11), 6342–6351.

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World Environmental and Water Resources Congress 2022
Pages: 945 - 956

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Published online: Jun 2, 2022

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Gopinathan R. Abhijith [email protected]
1Postdoctoral Fellow, Dept. of Civil and Environmental Engineering, Technion–Israel Institute of Technology, Haifa, Israel. Email: [email protected]
Avi Ostfeld [email protected]
2Professor, Dept. of Civil and Environmental Engineering, Technion–Israel Institute of Technology, Haifa, Israel. Email: [email protected]

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