Dynamic exposure and body burden models for per- and polyfluoroalkyl substances (PFAS) enable management of food safety risks in cattle

Environment International - Tập 180 - Trang 108218 - 2023
Antti T. Mikkonen1,2, Jennifer Martin2, Richard N. Upton1, Jan-Louis Moenning3, Jorge Numata3, Mark P. Taylor2, Michael S. Roberts1,4, Lorraine Mackenzie1,5
1University of South Australia, Clinical and Health Sciences, Adelaide, South Australia, Australia
2Environment Protection Authority Victoria, EPA Science, Centre for Applied Sciences, Macleod, Victoria 3085 Australia
3German Federal Institute for Risk Assessment BfR, Department Safety in the Food Chain, Max-Dohrn-Str. 8-10, 10589 Berlin, Germany
4University of Queensland, Frazer Institute, Queensland, Australia
5Basil Hetzel Institute for Translational Health Research, The Queen Elizabeth Hospital, Woodville South, South Australia, Australia

Tài liệu tham khảo

Aarons, 2005, Physiologically based pharmacokinetic modelling: a sound mechanistic basis is needed: Editors’ view, Br. J. Clin. Pharmacol., 60, 581, 10.1111/j.1365-2125.2005.02560.x Adamson, 2022, Characterization of relevant site-specific PFAS fate and transport processes at multiple AFFF sites, Environm. Adv., 7 AgVIC. 2018. Assessment of Agricultural Land Capability in Melbourne’s Green Wedge and Peri-urban Areas. https://www.planning.vic.gov.au/__data/assets/pdf_file/0022/433345/Agriculture_Victoria_Research_Final_Technical_Report.pdf. Appuhamy, 2016, Prediction of drinking water intake by dairy cows, J. Dairy Sci., 99, 7191, 10.3168/jds.2016-10950 Ashauer, 2013, Highly time-variable exposure to chemicals-toward an assessment strategy: Highly Time-Variable Exposure to Chemicals, Integr. Environ. Assess. Manag., 9, e27, 10.1002/ieam.1421 ATSDR - Toxicological Profile: Perfluoroalkyls. 2020 May 6. [accessed 2020 May 6]. https://www.atsdr.cdc.gov/toxprofiles/tp.asp?id=1117&tid=237. ATSDR. 2021. Toxicological Profile for Perfluoroalkyls. https://www.atsdr.cdc.gov/toxprofiles/tp200.pdf. Becker, 1989, The New S Language, Biometrics, 45, 699, 10.2307/2531523 Beecher, 2019 Bräunig, 2017, Fate and redistribution of perfluoroalkyl acids through AFFF-impacted groundwater, Sci. Total Environ., 596–597, 360, 10.1016/j.scitotenv.2017.04.095 Brody S. 1945. Bioenergetics and Growth, with Special Reference to the Efficiency Complex in Domestic Animals. Cardot, 2008, Drinking Behavior of Lactating Dairy Cows and Prediction of Their Water Intake, J. Dairy Sci., 91, 2257, 10.3168/jds.2007-0204 CDC. 2019. Fourth National Report on Human Exposure to Environmental Chemicals, Updated Tables, January 2019. https://www.cdc.gov/exposurereport. Chang, 2012, Comparative pharmacokinetics of perfluorooctanesulfonate (PFOS) in rats, mice, and monkeys, Reprod. Toxicol., 33, 428, 10.1016/j.reprotox.2011.07.002 Chiu, 2022, Bayesian Estimation of Human Population Toxicokinetics of PFOA, PFOS, PFHxS, and PFNA from Studies of Contaminated Drinking Water, Environ. Health Perspect., 130, 10.1289/EHP10103 Chou, 2019, Bayesian evaluation of a physiologically based pharmacokinetic (PBPK) model for perfluorooctane sulfonate (PFOS) to characterize the interspecies uncertainty between mice, rats, monkeys, and humans: Development and performance verification, Environ. Int., 129, 408, 10.1016/j.envint.2019.03.058 Costello MCS, Lee LS. 2020 Dec 15. Sources, Fate, and Plant Uptake in Agricultural Systems of Per- and Polyfluoroalkyl Substances. Curr Pollution Rep. doi:10.1007/s40726-020-00168-y. [accessed 2021 May 24]. http://link.springer.com/10.1007/s40726-020-00168-y. Cullen, 2008, Simulating pasture growth rates in Australian and New Zealand grazing systems, Aust. J. Agr. Res., 59, 761, 10.1071/AR07371 Death, 2021, Per- and polyfluoroalkyl substances (PFAS) in livestock and game species: A review, Sci. Total Environ., 774, 10.1016/j.scitotenv.2020.144795 Drew, 2021, Accumulation of PFAS by livestock – determination of transfer factors from water to serum for cattle and sheep in Australia, Food Additives & Contaminants: Part A., 1–17 Drew, 2021, Half-lives of several polyfluoroalkyl substances (PFAS) in cattle serum and tissues, Food Additives & Contaminants: Part A., 1–21 EC. 2022. ANNEX to the Commission Regulation (EU) .../... amending Regulation (EC) No 1881/2006 as regards maximum levels of perfluoroalkyl substances in certain foodstuffs. https://members.wto.org/crnattachments/2022/SPS/EEC/22_4494_00_e.pdf. EFSA. 2018. Risk to human health related to the presence of perfluorooctane sulfonic acid and perfluorooctanoic acid in food. EFSA Journal. 16(12). doi:10.2903/j.efsa.2018.5194. [accessed 2020 May 3]. http://doi.wiley.com/10.2903/j.efsa.2018.5194. Efsa Risk to human health related to the presence of perfluoroalkyl substances in food EFS2. 18 9 2020 10.2903/j.efsa.2020.6223 [accessed 2020 Sep 23] https://data.europa.eu/doi/10.2903/j.efsa.2020.6223. Evich, 2022, Per- and polyfluoroalkyl substances in the environment, Science, 375(6580):eabg9065 Fàbrega, 2014, PBPK modeling for PFOS and PFOA: Validation with human experimental data, Toxicol. Lett., 230, 244, 10.1016/j.toxlet.2014.01.007 FDA. 2021. Update on Recent Activities Pertaining to PFAS in Food: Analytical Results for PFAS in 2021 Total Diet Study Sampling. https://www.fda.gov/media/150338/download. Fenton SE, Ducatman A, Boobis A, DeWitt JC, Lau C, Ng C, Smith JS, Roberts SM. 2020 Dec 7. Per‐ and Polyfluoroalkyl Substance Toxicity and Human Health Review: Current State of Knowledge and Strategies for Informing Future Research. Environ Toxicol Chem.:etc.4890. doi:10.1002/etc.4890. Freer M, Moore AD, Donnelly JR. 2012. CSIRO Plant Industry Technical Paper. :47. FSANZ. 2017. Perfluorinated Chemicals in Food. https://www1.health.gov.au/internet/main/publishing.nsf/content/ohp-pfas-hbgv.htm#FSANZ. FSANZ. 2021. 27th Australian Total Diet Study Per- and poly-fluoroalkyl substances. [accessed 2022 Jan 25]. https://www.foodstandards.gov.au/publications/Documents/27th%20ATDS%20report.pdf. Garcia, 2008, Dry matter production, nutritive value and efficiency of nutrient utilization of a complementary forage rotation compared to a grass pasture system, Grass Forage Sci., 63, 284, 10.1111/j.1365-2494.2008.00636.x Gebbink, 2015, Perfluoroalkyl acids and their precursors in Swedish food: The relative importance of direct and indirect dietary exposure, Environ. Pollut., 198, 108, 10.1016/j.envpol.2014.12.022 Giesy, 2001, Global Distribution of Perfluorooctane Sulfonate in Wildlife, Environ. Sci. Tech., 35, 1339, 10.1021/es001834k Goeden, 2019, A transgenerational toxicokinetic model and its use in derivation of Minnesota PFOA water guidance, J. Eposure Sci. Environ. Epidemiol., 29, 183, 10.1038/s41370-018-0110-5 Guelfo, 2021, Environmental Sources, Chemistry, Fate, and Transport of Per- and Polyfluoroalkyl Substances: State of the Science, Key Knowledge Gaps, and Recommendations Presented at the August 2019 SETAC Focus Topic Meeting, Enviro Toxic and Chemistry., 40, 3234, 10.1002/etc.5182 Guinguina, 2020, Between-cow variation in the components of feed efficiency, J. Dairy Sci., 103, 7968, 10.3168/jds.2020-18257 Herlin AH, Andersson I. 1996. Soil ingestion in farm animals - A review. :39. Ippolito, 2022, The Clean Water Act and biosolids: A 45-year chronological review of biosolids land application research in Colorado, J. Environ. Qual., 51, 780, 10.1002/jeq2.20376 Jenkins TG, Kaps M, Cundiff L, Ferrell C. 1993. Estimates of Mature Weights and Maturing Rates for Breed Crosses. Jha, 2021, Per- and Polyfluoroalkyl Substances (PFAS) in Integrated Crop-Livestock Systems: Environmental Exposure and Human Health Risks, IJERPH., 18, 12550, 10.3390/ijerph182312550 Jian, 2018, A short review on human exposure to and tissue distribution of per- and polyfluoroalkyl substances (PFASs), Sci. Total Environ., 636, 1058, 10.1016/j.scitotenv.2018.04.380 Johnston JJ, Nedialkova PA, LaBarre D, Wallis RC, Manago MM, Dobson KG, Bennett PA, Dearfield K. Consumption of PFOA and PFOS Contaminated Beef: Rapid Risk Evaluation. :46. Kannan, 2004, Perfluorooctanesulfonate and Related Fluorochemicals in Human Blood from Several Countries, Environ. Sci. Tech., 38, 4489, 10.1021/es0493446 Knibbe, 2005, Allometric relationships between the pharmacokinetics of propofol in rats, children and adults, Br. J. Clin. Pharmacol., 59, 705, 10.1111/j.1365-2125.2005.02239.x Kowalczyk, 2013, Absorption, Distribution, and Milk Secretion of the Perfluoroalkyl Acids PFBS, PFHxS, PFOS, and PFOA by Dairy Cows Fed Naturally Contaminated Feed, J. Agric. Food Chem., 61, 2903, 10.1021/jf304680j Kowalczyk, 2020, Transfer of Per- and Polyfluoroalkyl Substances (PFAS) from Feed into the Eggs of Laying Hens. Part 2: Toxicokinetic Results Including the Role of Precursors, J. Agric. Food Chem., 68, 12539, 10.1021/acs.jafc.0c04485 Kuhn, 2020, Cubist: Rule- And Instance-Based Regression Modeling, R package version, 3 Lee H, Mabury SA. Global Distribution of Polyfluoroalkyl and Perfluoroalkyl Substances and their Transformation Products in Environmental Solids. In: Transformation Products of Emerging Contaminants in the Environment (eds D.A. Lambropoulou and L.M.L. Nollet). Linn, 2019, ‘This has poisoned everything’ – pollution casts shadow over New Mexico’s booming dairy industry, The Guardian. Loccisano, 2012, Comparison and evaluation of pharmacokinetics of PFOA and PFOS in the adult rat using a physiologically based pharmacokinetic model, Reprod. Toxicol., 33, 452, 10.1016/j.reprotox.2011.04.006 Loccisano, 2013, Development of Pbpk Models for Pfoa and Pfos for Human Pregnancy and Lactation Life Stages, J. Toxic. Environ. Health A, 76, 25, 10.1080/15287394.2012.722523 Lorber, 2011, Simple intake and pharmacokinetic modeling to characterize exposure of Americans to perfluoroctanoic acid, PFOA. Environ Sci Technol., 45, 8006, 10.1021/es103718h Lukas, 2008, Water Intake and Dry Matter Intake Changes as a Feeding Management Tool and Indicator of Health and Estrus Status in Dairy Cows, J. Dairy Sci., 91, 3385, 10.3168/jds.2007-0926 Lupton, 2011, Absorption and excretion of 14C-perfluoroctanoic acid(PFOA) and perfluorooctane sulfonate (PFOS) in beef cattle, Organohalogen Compd., 73, 1150 Lupton, 2022, Plasma and Skin Per- and Polyfluoroalkyl Substance (PFAS) Levels in Dairy Cattle with Lifetime Exposures to PFAS-Contaminated Drinking Water and Feed, J. Agric. Food Chem., 70, 15945, 10.1021/acs.jafc.2c06620 Mikkonen AT, Martin J, Upton RN, Barker AO, Brumley CM, Taylor MP, Mackenzie L, Roberts MS. 2023 Feb. Spatio-temporal trends in livestock exposure to per- and polyfluoroalkyl substances (PFAS) inform risk assessment and management measures. Environmental Research.:115518. doi:10.1016/j.envres.2023.115518. Mogensen, 2015, Breastfeeding as an Exposure Pathway for Perfluorinated Alkylates, Environ. Sci. Tech., 49, 10466, 10.1021/acs.est.5b02237 Ng, 2014, Bioaccumulation of Perfluorinated Alkyl Acids: Observations and Models, Environ. Sci. Tech., 48, 4637, 10.1021/es404008g NRC. 2000. Nutrient Requirements of Beef Cattle: Seventh Revised Edition: Update 2000. Washington, D.C.: National Academies Press. [accessed 2020 Jun 4]. http://www.nap.edu/catalog/9791. Numata, 2014, Toxicokinetics of Seven Perfluoroalkyl Sulfonic and Carboxylic Acids in Pigs Fed a Contaminated Diet, J. Agric. Food Chem., 62, 6861, 10.1021/jf405827u Robuck, 2020, Legacy and Novel Per- and Polyfluoroalkyl Substances in Juvenile Seabirds from the U.S. Atlantic Coast, Environ. Sci. Tech., 54, 12938, 10.1021/acs.est.0c01951 Rosemarin, 2020, Circular nutrient solutions for agriculture and wastewater – a review of technologies and practices, Curr. Opin. Environ. Sustain., 45, 78, 10.1016/j.cosust.2020.09.007 Smith A, Simones T. 2020a. Action levels for PFOS in beef for use in determining whether beef at a farm is adulterated. https://www.maine.gov/dep/spills/topics/pfas/PFOS-Action-Levels-for-Beef-Derivation-Memo-08.04.20.pdf. Smith A, Simones T. 2020b. Derivation of PFOS soil screening levels for a soil-to-fodder-to-cow’s milk agronomic pathway. https://www.maine.gov/dep/spills/topics/pfas/Agronomic-Pathway-Soil-Screening-Levels-Soil-Fodder-Cows-Milk-09.16.20.pdf. Smith, 1998, The use of repeated measurements analysis for the evaluation of seasonal variation in the dry matter yield and nutritive value of perennial ryegrass (Lolium perenne L.) cultivars, Aust. J. Exp. Agric., 38, 145, 10.1071/EA97113 Smith, 1998, Seasonal variation in the herbage yield and nutritive value of perennial ryegrass (Lolium perenne L.) cultivars with high or normal herbage water-soluble carbohydrate concentrations grown in three contrasting Australian dairy environments, Aust. J. Exp. Agric., 38, 821, 10.1071/EA98064 Soetaert, 2010, Inverse Modelling, Sensitivity and Monte Carlo Analysis in R Using Package FME, J Stat Soft., 33, 10.18637/jss.v033.i03 Soetaert, 2010, Solving Differential Equations in R : Package deSolve, J Stat Soft., 33, 10.18637/jss.v033.i09 Stahl, 2009, Carryover of Perfluorooctanoic Acid (PFOA) and Perfluorooctane Sulfonate (PFOS) from Soil to Plants, Arch. Environ. Contam. Toxicol., 57, 289, 10.1007/s00244-008-9272-9 Sunderland, 2019, A review of the pathways of human exposure to poly- and perfluoroalkyl substances (PFASs) and present understanding of health effects, J. Eposure Sci. Environ. Epidemiol., 29, 131, 10.1038/s41370-018-0094-1 Taylor, 1968, Time taken to mature in relation to mature weight for sexes, strains and species of domesticated mammals and birds, Anim. Sci., 10, 157, 10.1017/S0003356100026106 Toms, 2019, Per- and polyfluoroalkyl substances (PFAS) in Australia: Current levels and estimated population reference values for selected compounds, Int. J. Hyg. Environ. Health, 222, 387, 10.1016/j.ijheh.2019.03.004 Van Asselt, 2013, Transfer of perfluorooctane sulfonic acid (PFOS) from contaminated feed to dairy milk, Food Chem., 141, 1489, 10.1016/j.foodchem.2013.04.035 Vestergren, 2013, Bioaccumulation of perfluoroalkyl acids in dairy cows in a naturally contaminated environment, Environ. Sci. Pollut. Res., 20, 7959, 10.1007/s11356-013-1722-x Wang, 2020, Uptake and accumulation of per- and polyfluoroalkyl substances in plants, Chemosphere, 261, 10.1016/j.chemosphere.2020.127584 Ward, 2007, 07 Wen, 2016, The roles of protein and lipid in the accumulation and distribution of perfluorooctane sulfonate (PFOS) and perfluorooctanoate (PFOA) in plants grown in biosolids-amended soils, Environ. Pollut., 216, 682, 10.1016/j.envpol.2016.06.032 Worley, 2015, Application of physiologically-based pharmacokinetic modeling to explore the role of kidney transporters in renal reabsorption of perfluorooctanoic acid in the rat, Toxicol. Appl. Pharmacol., 289, 428, 10.1016/j.taap.2015.10.017 Yoo, 2011, Quantitative Determination of Perfluorochemicals and Fluorotelomer Alcohols in Plants from Biosolid-Amended Fields using LC/MS/MS and GC/MS, Environ. Sci. Tech., 45, 7985, 10.1021/es102972m