Chemical Characterization of Recycled Consumer Products Using Suspect Screening Analysis

Lowe, Charles N.; Phillips, Katherine A.; Favela, Kristin A.; Yau, Alice Y.; Wambaugh, John F.; Sobus, Jon R.; Williams, Antony J.; Pfirrman, Ashley J.; Isaacs, Kristin K.

doi:10.1021/acs.est.1c01907

Title: Chemical Characterization of Recycled Consumer Products Using Suspect Screening Analysis

Journal Article · 04 August 2021 · Environmental Science and Technology

DOI: https://doi.org/10.1021/acs.est.1c01907 · OSTI ID:1859483

^[1];

^[2];

^[3]; Yau, Alice Y. ^[3];

^[2]; Sobus, Jon R. ^[2]; Williams, Antony J. ^[2]; Pfirrman, Ashley J. ^[4];

^[2]

Oak Ridge Institute for Science and Education, Oak Ridge, Tennessee 37831, United States, Center for Computational Toxicology and Exposure, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina 27709, United States
Center for Computational Toxicology and Exposure, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina 27709, United States
Southwest Research Institute, San Antonio, Texas 78759, United States
Center for Computational Toxicology and Exposure, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina 27709, United States, Oak Ridge Associated Universities, Oak Ridge, Tennessee 37831, United States

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Sponsoring Organization:: USDOE

OSTI ID:: 1859483

Journal Information:: Environmental Science and Technology, Journal Name: Environmental Science and Technology Journal Issue: 16 Vol. 55; ISSN 0013-936X

Publisher:: American Chemical SocietyCopyright Statement

Country of Publication:: United States

Language:: English

References (55)

Finding Groups in Data: An Introduction to Cluster Analysis Kaufman, Leonard; Rousseeuw, Peter J. Wiley Series in Probability and Statistics https://doi.org/10.1002/9780470316801	book	March 1990
Characterization of odorous contaminants in post-consumer plastic packaging waste using multidimensional gas chromatographic separation coupled with olfactometric resolution Strangl, Miriam; Fell, Tanja; Schlummer, Martin Journal of Separation Science, Vol. 40, Issue 7 https://doi.org/10.1002/jssc.201601077	journal	March 2017
Suspect screening and target quantification of multi-class pharmaceuticals in surface water based on large-volume injection liquid chromatography and time-of-flight mass spectrometry Vergeynst, Leendert; Van Langenhove, Herman; Joos, Pieter Analytical and Bioanalytical Chemistry, Vol. 406, Issue 11 https://doi.org/10.1007/s00216-014-7672-4	journal	March 2014
Non-target screening with high-resolution mass spectrometry: critical review using a collaborative trial on water analysis Schymanski, Emma L.; Singer, Heinz P.; Slobodnik, Jaroslav Analytical and Bioanalytical Chemistry, Vol. 407, Issue 21 https://doi.org/10.1007/s00216-015-8681-7	journal	May 2015
The role of chemical policy in improving supply chain knowledge and product safety Scruggs, Caroline E.; Ortolano, Leonard; Schwarzman, Megan R. Journal of Environmental Studies and Sciences, Vol. 4, Issue 2 https://doi.org/10.1007/s13412-013-0158-4	journal	January 2014
Silhouettes: A graphical aid to the interpretation and validation of cluster analysis Rousseeuw, Peter J. Journal of Computational and Applied Mathematics, Vol. 20 https://doi.org/10.1016/0377-0427(87)90125-7	journal	November 1987
Review of validation and reporting of non-targeted fingerprinting approaches for food authentication Riedl, Janet; Esslinger, Susanne; Fauhl-Hassek, Carsten Analytica Chimica Acta, Vol. 885 https://doi.org/10.1016/j.aca.2015.06.003	journal	July 2015
Organophosphate esters in dust samples collected from Danish homes and daycare centers Langer, Sarka; Fredricsson, Malin; Weschler, Charles J. Chemosphere, Vol. 154 https://doi.org/10.1016/j.chemosphere.2016.04.016	journal	July 2016
Solvent-based separation and recycling of waste plastics: A review Zhao, Yi-Bo; Lv, Xu-Dong; Ni, Hong-Gang Chemosphere, Vol. 209 https://doi.org/10.1016/j.chemosphere.2018.06.095	journal	October 2018
Polycyclic aromatic hydrocarbons in consumer goods made from recycled rubber material: A review Diekmann, Astrid; Giese, Ulrich; Schaumann, I. Chemosphere, Vol. 220 https://doi.org/10.1016/j.chemosphere.2018.12.111	journal	April 2019
A method for rapid, non-targeted screening for environmental contaminants in household dust Hilton, Donald C.; Jones, Richard S.; Sjödin, Andreas Journal of Chromatography A, Vol. 1217, Issue 44 https://doi.org/10.1016/j.chroma.2010.08.039	journal	October 2010
Downsides of the recycling process: Harmful organic chemicals in children's toys Ionas, Alin C.; Dirtu, Alin C.; Anthonissen, Tim Environment International, Vol. 65 https://doi.org/10.1016/j.envint.2013.12.019	journal	April 2014
Linking high resolution mass spectrometry data with exposure and toxicity forecasts to advance high-throughput environmental monitoring Rager, Julia E.; Strynar, Mark J.; Liang, Shuang Environment International, Vol. 88 https://doi.org/10.1016/j.envint.2015.12.008	journal	March 2016
Propelling plastics into the circular economy — weeding out the toxics first Leslie, H. A.; Leonards, P. E. G.; Brandsma, S. H. Environment International, Vol. 94 https://doi.org/10.1016/j.envint.2016.05.012	journal	September 2016
Black plastics: Linear and circular economies, hazardous additives and marine pollution Turner, Andrew Environment International, Vol. 117 https://doi.org/10.1016/j.envint.2018.04.036	journal	August 2018
Suspect and non-targeted screening of chemicals of emerging concern for human biomonitoring, environmental health studies and support to risk assessment: From promises to challenges and harmonisation issues Pourchet, Mariane; Debrauwer, Laurent; Klanova, Jana Environment International, Vol. 139 https://doi.org/10.1016/j.envint.2020.105545	journal	June 2020
Development of a consumer product ingredient database for chemical exposure screening and prioritization Goldsmith, M. -R.; Grulke, C. M.; Brooks, R. D. Food and Chemical Toxicology, Vol. 65 https://doi.org/10.1016/j.fct.2013.12.029	journal	March 2014
Discrimination between Southern Italy and foreign milk samples using spectroscopic and analytical data Sacco, D.; Brescia, M. A.; Sgaramella, A. Food Chemistry, Vol. 114, Issue 4 https://doi.org/10.1016/j.foodchem.2008.11.056	journal	June 2009
Potential and limitations of non-targeted fingerprinting for authentication of food in official control Esslinger, S.; Riedl, J.; Fauhl-Hassek, C. Food Research International, Vol. 60 https://doi.org/10.1016/j.foodres.2013.10.015	journal	June 2014
Characterization of aroma compounds of Chinese famous liquors by gas chromatography–mass spectrometry and flash GC electronic-nose Xiao, Zuobing; Yu, Dan; Niu, Yunwei Journal of Chromatography B, Vol. 945-946 https://doi.org/10.1016/j.jchromb.2013.11.032	journal	January 2014
Food packaging in the circular economy: Overview of chemical safety aspects for commonly used materials Geueke, Birgit; Groh, Ksenia; Muncke, Jane Journal of Cleaner Production, Vol. 193 https://doi.org/10.1016/j.jclepro.2018.05.005	journal	August 2018
An overview of chemical additives present in plastics: Migration, release, fate and environmental impact during their use, disposal and recycling Hahladakis, John N.; Velis, Costas A.; Weber, Roland Journal of Hazardous Materials, Vol. 344 https://doi.org/10.1016/j.jhazmat.2017.10.014	journal	February 2018
Suspect screening analysis of the occurrence and removal of micropollutants by GC-QTOF MS during wastewater treatment processes Wang, Yingjun; Gao, Wei; Wang, Yawei Journal of Hazardous Materials, Vol. 376 https://doi.org/10.1016/j.jhazmat.2019.05.031	journal	August 2019
Bromine in plastic consumer products – Evidence for the widespread recycling of electronic waste Turner, Andrew; Filella, Montserrat Science of The Total Environment, Vol. 601-602 https://doi.org/10.1016/j.scitotenv.2017.05.173	journal	December 2017
Hazardous compounds in recreational and urban recycled surfaces made from crumb rubber. Compliance with current regulation and future perspectives Celeiro, Maria; Armada, Daniel; Dagnac, Thierry Science of The Total Environment, Vol. 755 https://doi.org/10.1016/j.scitotenv.2020.142566	journal	February 2021
New methods to remove volatile organic compounds from post-consumer plastic waste Cabanes, A.; Fullana, A. Science of The Total Environment, Vol. 758 https://doi.org/10.1016/j.scitotenv.2020.144066	journal	March 2021
High-performance metabolic profiling of plasma from seven mammalian species for simultaneous environmental chemical surveillance and bioeffect monitoring Park, Youngja H.; Lee, Kichun; Soltow, Quinlyn A. Toxicology, Vol. 295, Issue 1-3 https://doi.org/10.1016/j.tox.2012.02.007	journal	May 2012
Exploring consumer exposure pathways and patterns of use for chemicals in the environment Dionisio, Kathie L.; Frame, Alicia M.; Goldsmith, Michael-Rock Toxicology Reports, Vol. 2 https://doi.org/10.1016/j.toxrep.2014.12.009	journal	January 2015
Characterization and prediction of chemical functions and weight fractions in consumer products Isaacs, Kristin K.; Goldsmith, Michael-Rock; Egeghy, Peter Toxicology Reports, Vol. 3 https://doi.org/10.1016/j.toxrep.2016.08.011	journal	January 2016
Recycling and recovery routes of plastic solid waste (PSW): A review Al-Salem, S. M.; Lettieri, P.; Baeyens, J. Waste Management, Vol. 29, Issue 10 https://doi.org/10.1016/j.wasman.2009.06.004	journal	October 2009
Waste paper for recycling: Overview and identification of potentially critical substances Pivnenko, Kostyantyn; Eriksson, Eva; Astrup, Thomas F. Waste Management, Vol. 45 https://doi.org/10.1016/j.wasman.2015.02.028	journal	November 2015
Recycling of plastic waste: Presence of phthalates in plastics from households and industry Pivnenko, K.; Eriksen, M. K.; Martín-Fernández, J. A. Waste Management, Vol. 54 https://doi.org/10.1016/j.wasman.2016.05.014	journal	August 2016
Mechanical and chemical recycling of solid plastic waste Ragaert, Kim; Delva, Laurens; Van Geem, Kevin Waste Management, Vol. 69 https://doi.org/10.1016/j.wasman.2017.07.044	journal	November 2017
Production-related contaminants (pesticides, antibiotics and hormones) in organic and conventionally produced milk samples sold in the USA Welsh, Jean A.; Braun, Hayley; Brown, Nicole Public Health Nutrition, Vol. 22, Issue 16 https://doi.org/10.1017/S136898001900106X	journal	June 2019
Quantitative Analysis of Pesticides in Postconsumer Recycled Plastics Using Off-Line Supercritical Fluid Extraction/GC-ECD Nerín, C.; Batlle, R.; Cacho, J. Analytical Chemistry, Vol. 69, Issue 16 https://doi.org/10.1021/ac9702195	journal	August 1997
ToxCast Chemical Landscape: Paving the Road to 21st Century Toxicology Richard, Ann M.; Judson, Richard S.; Houck, Keith A. Chemical Research in Toxicology, Vol. 29, Issue 8 https://doi.org/10.1021/acs.chemrestox.6b00135	journal	July 2016
Suspect Screening Analysis of Chemicals in Consumer Products Phillips, Katherine A.; Yau, Alice; Favela, Kristin A. Environmental Science & Technology, Vol. 52, Issue 5 https://doi.org/10.1021/acs.est.7b04781	journal	February 2018
Consensus Modeling of Median Chemical Intake for the U.S. Population Based on Predictions of Exposure Pathways Ring, Caroline L.; Arnot, Jon A.; Bennett, Deborah H. Environmental Science & Technology, Vol. 53, Issue 2 https://doi.org/10.1021/acs.est.8b04056	journal	December 2018
Assessing Human Exposure to Chemicals in Materials, Products and Articles: The International Risk Management Landscape for Phthalates Eichler, Clara M. A.; Cohen Hubal, Elaine A.; Little, John C. Environmental Science & Technology, Vol. 53, Issue 23 https://doi.org/10.1021/acs.est.9b03794	journal	October 2019
High-Throughput Models for Exposure-Based Chemical Prioritization in the ExpoCast Project Wambaugh, John F.; Setzer, R. Woodrow; Reif, David M. Environmental Science & Technology https://doi.org/10.1021/es400482g	journal	July 2013
Identifying Small Molecules via High Resolution Mass Spectrometry: Communicating Confidence Schymanski, Emma L.; Jeon, Junho; Gulde, Rebekka Environmental Science & Technology, Vol. 48, Issue 4 https://doi.org/10.1021/es5002105	journal	February 2014
High Throughput Heuristics for Prioritizing Human Exposure to Environmental Chemicals Wambaugh, John F.; Wang, Anran; Dionisio, Kathie L. Environmental Science & Technology, Vol. 48, Issue 21 https://doi.org/10.1021/es503583j	journal	October 2014
Vinyl flooring in the home is associated with children’s airborne butylbenzyl phthalate and urinary metabolite concentrations Just, Allan C.; Miller, Rachel L.; Perzanowski, Matthew S. Journal of Exposure Science & Environmental Epidemiology, Vol. 25, Issue 6 https://doi.org/10.1038/jes.2015.4	journal	February 2015
The Chemical and Products Database, a resource for exposure-relevant data on chemicals in consumer products Dionisio, Kathie L.; Phillips, Katherine; Price, Paul S. Scientific Data, Vol. 5, Issue 1 https://doi.org/10.1038/sdata.2018.125	journal	July 2018
High-throughput screening of chemicals as functional substitutes using structure-based classification models Phillips, Katherine A.; Wambaugh, John F.; Grulke, Christopher M. Green Chemistry, Vol. 19, Issue 4 https://doi.org/10.1039/C6GC02744J	journal	January 2017
Evidence of bad recycling practices: BFRs in children's toys and food-contact articles Guzzonato, A.; Puype, F.; Harrad, S. J. Environmental Science: Processes & Impacts, Vol. 19, Issue 7 https://doi.org/10.1039/C7EM00160F	journal	January 2017
Metabolic profiling using direct infusion electrospray ionisation mass spectrometry for the characterisation of olive oils Goodacre, Royston; Vaidyanathan, Seetharaman; Bianchi, Giorgio The Analyst, Vol. 127, Issue 11 https://doi.org/10.1039/b206037j	journal	September 2002
Utility of In Vitro Bioactivity as a Lower Bound Estimate of In Vivo Adverse Effect Levels and in Risk-Based Prioritization Paul Friedman, Katie; Gagne, Matthew; Loo, Lit-Hsin Toxicological Sciences, Vol. 173, Issue 1 https://doi.org/10.1093/toxsci/kfz201	journal	September 2019
The Distribution of the Flora in the Alpine Zone.1 Jaccard, Paul New Phytologist, Vol. 11, Issue 2 https://doi.org/10.1111/j.1469-8137.1912.tb05611.x	journal	February 1912
Production, use, and fate of all plastics ever made Geyer, Roland; Jambeck, Jenna R.; Law, Kara Lavender Science Advances, Vol. 3, Issue 7 https://doi.org/10.1126/sciadv.1700782	journal	July 2017
ClassyFire: automated chemical classification with a comprehensive, computable taxonomy Djoumbou Feunang, Yannick; Eisner, Roman; Knox, Craig Journal of Cheminformatics, Vol. 8, Issue 1 https://doi.org/10.1186/s13321-016-0174-y	journal	November 2016
The US Federal Tox21 Program: A strategic and operational plan for continued leadership Thomas, Russell ALTEX https://doi.org/10.14573/altex.1803011	journal	January 2018
blockcluster : An R Package for Model-Based Co-Clustering Bhatia, Parmeet Singh; Iovleff, Serge; Govaert, Gérard Journal of Statistical Software, Vol. 76, Issue 9 https://doi.org/10.18637/jss.v076.i09	journal	January 2017
httk : R Package for High-Throughput Toxicokinetics Pearce, Robert G.; Setzer, R. Woodrow; Strope, Cory L. Journal of Statistical Software, Vol. 79, Issue 4 https://doi.org/10.18637/jss.v079.i04	journal	January 2017
Toys, Décor, and More: Evidence of Hazardous Electronic Waste Recycled into New Consumer Products Miller, Gillian Z.; Tighe, Meghanne E.; Peaslee, Graham F. Journal of Environmental Protection, Vol. 07, Issue 03 https://doi.org/10.4236/jep.2016.73030	journal	January 2016

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