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PFAS 150 Evidence Map
This research effort describes a systematic evidence map of relevant health literature for ~150 Per and Polyfluoroalkyl Substances (PFAS). The literature search results, screening and tagging results, and data extractions are all available via download from the provided URLS from HERO, HAWC, and Tableau respectively. In addition, supplemental data files that capture the literature search synonyms, strings, and results are available in the excel file. The word file includes additional information about the results from searching gray literature and other resources consulted, as well as appendixes of human and animal design considerations. The full manuscript contains additional URLs and data with interactive visualizations. This dataset is associated with the following publication: Carlson, L., M. Angrish, A. Shirke, E. Radke-Farabaugh, B. Schulz, A. Kraft, R. Judson, G. Patlewicz, R. Blain, C. Lin, N. Vetter, C. Lemeris, P. Hartman, H. Hubbard, X. Arzuaga, A. Davis, L. Dishaw, I. Druwe, H. Hollinger, R. Jones, J. Kaiser, L. Lizarraga, P. Noyes, M. Taylor, A. Shapiro, A. Williams, and K. Thayer. Systematic Evidence Map for Over One Hundred and Fifty Per- and Polyfluoroalkyl Substances (PFAS). ENVIRONMENTAL HEALTH PERSPECTIVES. National Institute of Environmental Health Sciences (NIEHS), Research Triangle Park, NC, USA, 130(5): 1-20, (2022).
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Development of chemical categories for per- and polyfluoroalkyl substances (PFAS) and the proof-of-concept approach to the identification of potential candidates for tiered toxicological testing and human health assessment
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Data processing was conducted using the Anaconda distribution of Python 3.9 and associated libraries. Jupyter notebooks are available at https://github.com/patlewig/nts_pfas. Datasets supporting the manuscript are accessible at https://doi.org/10.23645/epacomptox.26524327. This dataset is associated with the following publication: Patlewicz, G., R. Judson, A. Williams, T. Butler, S. Barone, K. Carstens, J. Cowden, J. Dawson, S. Degitz, K. Fay, A. Lowit, S. Padilla, K. Friedman, M. Phillips, D. Turk, J. Wambaugh, B. Wetmore, and R. Thomas. Development of chemical categories for per- and polyfluoroalkyl substances (PFAS) and the proof-of-concept approach to the identification of potential candidates for tiered toxicological testing and human health assessment. Computational Toxicology. Elsevier B.V., Amsterdam, NETHERLANDS, 31: 100327, (2024).
Expanded ORD PFAS SEM
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We used systematic evidence map methods to summarize the available epidemiological and animal bioassay evidence for an expanded set of ~345 PFAS that were prioritized in 2019 by the EPA’s Center for Computational Toxicology and Exposure (CCTE) for in vitro toxicity and toxicokinetic screening. This work builds upon our previously published evidence map for ~150 PFAS chemicals (Carlson et al. 2022, https://doi.org/10.1289/EHP10343). This dataset is associated with the following publication: Shirke, A., E. Radke-Farabaugh, C. Lin, R. Blain, N. Vetter, c. lemeris, p. hartman, H. Hubbard, M. Angrish, X. Arzuaga Andino, J. Congleton, J. Davis, L. Dishaw, R. Jones, R. Judson, J. Kaiser, A. Kraft, L. Lizarraga, P. Noyes, G. Patlewicz, M. Taylor, A. Williams, K. Chialton, and L. Carlson. Expanded Systematic Evidence Map for Hundreds of Per- and Polyfluoroalkyl Substances (PFAS) and Comprehensive PFAS Human Health Dashboard. ENVIRONMENTAL HEALTH PERSPECTIVES. National Institute of Environmental Health Sciences (NIEHS), Research Triangle Park, NC, USA, 132(2): CID: 026001, (2024).
Assembly and Curation of Lists of Per- and Polyfluoroalkyl Substances (PFAS) to Support Environmental Science Research
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Datafiles in TXT file formats listing PFAS chemicals and a list of all PFAS Chemical Lists publicly available on the CompTox Chemicals Dashboard. This dataset is associated with the following publication: Williams, A., L. Gaines, C. Grulke, C. Lowe, G. Sinclair, V. Samano, I. Thillainadarajah, B. Meyer, G. Patlewicz, and A. Richard. Assembly and Curation of Lists of Per- and Polyfluoroalkyl Substances (PFAS) to Support Environmental Science Research. Frontiers in Environmental Science. Frontiers, Lausanne, SWITZERLAND, 10: 850019, (2022).
Targeted Per- and Polyfluoroalkyl Substances (PFAS) Assessments for High Throughput Screening: Analytical and Testing Considerations to Inform a PFAS Stock Quality Evaluation Framework
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Data for "Smeltz MG, Clifton MS, Henderson WM, McMillan L, Wetmore BA. Targeted Per- and Polyfluoroalkyl substances (PFAS) assessments for high throughput screening: Analytical and testing considerations to inform a PFAS stock quality evaluation framework. Toxicol Appl Pharmacol. 2023 Jan 15;459:116355. doi: 10.1016/j.taap.2022.116355. Epub 2022 Dec 16. PMID: 36535553". This dataset is associated with the following publication: Smeltz, M., M. Clifton, W. Henderson, L. McMillan, and B. Wetmore. Targeted Per- and Polyfluoroalkyl substances (PFAS) assessments for high throughput screening: Analytical and testing considerations to inform a PFAS stock quality evaluation framework. TOXICOLOGY AND APPLIED PHARMACOLOGY. Academic Press Incorporated, Orlando, FL, USA, 459: 116355, (2023).
A proposed approach to defining per- and polyfluoroalkyl substances (PFAS) based on molecular structure and formula
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Dataset for "Gaines LGT, Sinclair G, Williams AJ. A proposed approach to defining per- and polyfluoroalkyl substances (PFAS) based on molecular structure and formula. Integr Environ Assess Manag. 2023 Jan 11. doi: 10.1002/ieam.4735. Epub ahead of print. PMID: 36628931". This dataset is associated with the following publication: Gaines, L., G. Sinclair, and A. Williams. A proposed approach to defining per- and polyfluoroalkyl substances (PFAS) based on molecular structure and formula. Integrated Environmental Assessment and Management. Allen Press, Inc., Lawrence, KS, USA, 19(5): 1333-1347, (2023).
PFESABP2v01
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Data for individual animals used to create the information demonstrated in Table 1 of the manuscript, including PFESA BP2 serum and liver concentrations and serum clinical chemistry values. This dataset is associated with the following publication: Jenkins-Hill, D., M. Strynar, A. Lindstrom, A. Farthing, H. Huang, J. Schmid, J. Lang, and N. Chernoff. Toxicity of Balb-c mice exposed to recently identified 1,1,2,2-tetrafluoro-2-[1,1,1,2,3,3-hexafluoro-3-(1,1,2,2-tetrafluoroethoxy)propan-2-yl]oxyethane-1-sulfonic acid (PFESA-BP2). TOXICOLOGY. Elsevier Science Ltd, New York, NY, USA, 441(152529): 1, (2020).
Computational Estimates of Aggregate Exposure to PFOA/PFOS from 2011-2017 Using a Basic Intake and Pharmacokinetic Model
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General aggregate PFOS and PFOA exposure estimates are based on reported summary statistics from concentration studies by media, i.e. into indoor air, outdoor air, food, water, dust and soil, and published contact rates. These values were entered into a first-order PK model to estimate PFOS and PFOA blood serum concentrations. which were then compared measured concentrations reported by the 2013-2014 National Health and Nutrition Examination Survey (NHANES) measured concentrations. These methods are an expansion of the process taken by two previous studies, which predicted body burden from aggregate route intakes for PFOA and for PFOS, respectively. This dataset is associated with the following publication: East, A., P. Egeghy, E. Hubal, R. Slover, and D. Vallero. Computational estimates of daily aggregate exposure to PFOA/PFOS from 2011 to 2017 using a basic intake model. Journal of Exposure Science and Environmental Epidemiology. Nature Publishing Group, London, UK, 33: 56-68, (2023).
PFAS correlates of dietary exposure
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counts of articles that include data on dietary exposures to PFAS through foods or food contact materials/products. This dataset is not publicly accessible because: Data are not EPA. It can be accessed through the following means: go to the literature and look up the articles. Format: Data are associated with a literature review. Data are counts of articles that met inclusion criteria. This dataset is associated with the following publication: Holder, C., E. Cohen-Hubal, J. Luh, M. Lee, L. Melnyk, and K. Thomas. Systematic evidence mapping of potential correlates of exposure for per- and poly-fluoroalkyl substances (PFAS) based on measured occurrence in biomatrices and surveys of dietary habits and product use. INTERNATIONAL JOURNAL OF HYGIENE AND ENVIRONMENTAL HEALTH. Elsevier B.V., Amsterdam, NETHERLANDS, 259(June): 114384, (2024).
Conley 2024 Maternal and neonatal effects of PFMOAA Dataset
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Dataset includes summary statistics (mean, standard error, sample size) for all endpoints measured and reported from the the experiments described in the published manuscript. This dataset is associated with the following publication: Conley, J., C. Lambright, N. Evans, J. Bangma, J. Ford, D. Jenkins-Hill, E. Medlock Kakaley, and L. Gray. Maternal and neonatal effects of maternal oral exposure to perfluoro-2-methoxyacetic acid (PFMOAA) during pregnancy and early lactation in the Sprague-Dawley rat. ENVIRONMENTAL SCIENCE & TECHNOLOGY. American Chemical Society, Washington, DC, USA, 58(2): 1064-1075, (2024).