Literature DB >> 28865378

High-throughput dietary exposure predictions for chemical migrants from food contact substances for use in chemical prioritization.

Derya Biryol1, Chantel I Nicolas2, John Wambaugh3, Katherine Phillips4, Kristin Isaacs5.   

Abstract

Under the ExpoCast program, United States Environmental Protection Agency (EPA) researchers have developed a high-throughput (HT) framework for estimating aggregate exposures to chemicals from multiple pathways to support rapid prioritization of chemicals. Here, we present methods to estimate HT exposures to chemicals migrating into food from food contact substances (FCS). These methods consisted of combining an empirical model of chemical migration with estimates of daily population food intakes derived from food diaries from the National Health and Nutrition Examination Survey (NHANES). A linear regression model for migration at equilibrium was developed by fitting available migration measurements as a function of temperature, food type (i.e., fatty, aqueous, acidic, alcoholic), initial chemical concentration in the FCS (C0) and chemical properties. The most predictive variables in the resulting model were C0, molecular weight, log Kow, and food type (R2=0.71, p<0.0001). Migration-based concentrations for 1009 chemicals identified via publicly-available data sources as being present in polymer FCSs were predicted for 12 food groups (combinations of 3 storage temperatures and food type). The model was parameterized with screening-level estimates of C0 based on the functional role of chemicals in FCS. By combining these concentrations with daily intakes for food groups derived from NHANES, population ingestion exposures of chemical in mg/kg-bodyweight/day (mg/kg-BW/day) were estimated. Calibrated aggregate exposures were estimated for 1931 chemicals by fitting HT FCS and consumer product exposures to exposures inferred from NHANES biomonitoring (R2=0.61, p<0.001); both FCS and consumer product pathway exposures were significantly predictive of inferred exposures. Including the FCS pathway significantly impacted the ratio of predicted exposures to those estimated to produce steady-state blood concentrations equal to in-vitro bioactive concentrations. While these HT methods have large uncertainties (and thus may not be appropriate for assessments of single chemicals), they can provide critical refinement to aggregate exposure predictions used in risk-based chemical priority-setting. Published by Elsevier Ltd.

Entities:  

Keywords:  Chemical prioritization; ExpoCast; Exposure; Food contact substances; Food packaging; High throughput; SHEDS

Mesh:

Year:  2017        PMID: 28865378      PMCID: PMC5894819          DOI: 10.1016/j.envint.2017.08.004

Source DB:  PubMed          Journal:  Environ Int        ISSN: 0160-4120            Impact factor:   9.621


  37 in total

Review 1.  Endocrine disrupting chemicals and other substances of concern in food contact materials: an updated review of exposure, effect and risk assessment.

Authors:  Jane Muncke
Journal:  J Steroid Biochem Mol Biol       Date:  2010-11-10       Impact factor: 4.292

2.  Migration modelling from food-contact plastics into foodstuffs as a new tool for consumer exposure estimation.

Authors:  R Franz
Journal:  Food Addit Contam       Date:  2005-10

3.  Evaluation of migration models that might be used in support of regulations for food-contact plastics.

Authors:  T Begley; L Castle; A Feigenbaum; R Franz; K Hinrichs; T Lickly; P Mercea; M Milana; A O'Brien; S Rebre; R Rijk; O Piringer
Journal:  Food Addit Contam       Date:  2005-01

Review 4.  Partition coefficients in food/packaging systems: a review.

Authors:  E A Tehrany; S Desobry
Journal:  Food Addit Contam       Date:  2004-12

5.  The ToxCast program for prioritizing toxicity testing of environmental chemicals.

Authors:  David J Dix; Keith A Houck; Matthew T Martin; Ann M Richard; R Woodrow Setzer; Robert J Kavlock
Journal:  Toxicol Sci       Date:  2006-09-08       Impact factor: 4.849

6.  The application of a predictive migration model for evaluating the compliance of plastic materials with European food regulations.

Authors:  A Baner; J Brandsch; R Franz; O Piringer
Journal:  Food Addit Contam       Date:  1996-07

7.  High throughput heuristics for prioritizing human exposure to environmental chemicals.

Authors:  John F Wambaugh; Anran Wang; Kathie L Dionisio; Alicia Frame; Peter Egeghy; Richard Judson; R Woodrow Setzer
Journal:  Environ Sci Technol       Date:  2014-10-24       Impact factor: 9.028

8.  Evaluation of plastics for food packaging.

Authors:  O G Piringer
Journal:  Food Addit Contam       Date:  1994 Mar-Apr

9.  Estimates of dietary exposure to bisphenol A (BPA) from light metal packaging using food consumption and packaging usage data: a refined deterministic approach and a fully probabilistic (FACET) approach.

Authors:  P K T Oldring; L Castle; C O'Mahony; J Dixon
Journal:  Food Addit Contam Part A Chem Anal Control Expo Risk Assess       Date:  2014-01-20

10.  Characterization and prediction of chemical functions and weight fractions in consumer products.

Authors:  Kristin K Isaacs; Michael-Rock Goldsmith; Peter Egeghy; Katherine Phillips; Raina Brooks; Tao Hong; John F Wambaugh
Journal:  Toxicol Rep       Date:  2016-09-01
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  18 in total

1.  Consensus Modeling of Median Chemical Intake for the U.S. Population Based on Predictions of Exposure Pathways.

Authors:  Caroline L Ring; Jon A Arnot; Deborah H Bennett; Peter P Egeghy; Peter Fantke; Lei Huang; Kristin K Isaacs; Olivier Jolliet; Katherine A Phillips; Paul S Price; Hyeong-Moo Shin; John N Westgate; R Woodrow Setzer; John F Wambaugh
Journal:  Environ Sci Technol       Date:  2018-12-24       Impact factor: 9.028

2.  The Next Generation Blueprint of Computational Toxicology at the U.S. Environmental Protection Agency.

Authors:  Russell S Thomas; Tina Bahadori; Timothy J Buckley; John Cowden; Chad Deisenroth; Kathie L Dionisio; Jeffrey B Frithsen; Christopher M Grulke; Maureen R Gwinn; Joshua A Harrill; Mark Higuchi; Keith A Houck; Michael F Hughes; E Sidney Hunter; Kristin K Isaacs; Richard S Judson; Thomas B Knudsen; Jason C Lambert; Monica Linnenbrink; Todd M Martin; Seth R Newton; Stephanie Padilla; Grace Patlewicz; Katie Paul-Friedman; Katherine A Phillips; Ann M Richard; Reeder Sams; Timothy J Shafer; R Woodrow Setzer; Imran Shah; Jane E Simmons; Steven O Simmons; Amar Singh; Jon R Sobus; Mark Strynar; Adam Swank; Rogelio Tornero-Valez; Elin M Ulrich; Daniel L Villeneuve; John F Wambaugh; Barbara A Wetmore; Antony J Williams
Journal:  Toxicol Sci       Date:  2019-06-01       Impact factor: 4.849

3.  Suspect Screening Analysis of Chemicals in Consumer Products.

Authors:  Katherine A Phillips; Alice Yau; Kristin A Favela; Kristin K Isaacs; Andrew McEachran; Christopher Grulke; Ann M Richard; Antony J Williams; Jon R Sobus; Russell S Thomas; John F Wambaugh
Journal:  Environ Sci Technol       Date:  2018-02-26       Impact factor: 9.028

4.  Rapid experimental measurements of physicochemical properties to inform models and testing.

Authors:  Chantel I Nicolas; Kamel Mansouri; Katherine A Phillips; Christopher M Grulke; Ann M Richard; Antony J Williams; James Rabinowitz; Kristin K Isaacs; Alice Yau; John F Wambaugh
Journal:  Sci Total Environ       Date:  2018-05-02       Impact factor: 7.963

5.  A regression-based model to predict chemical migration from packaging to food.

Authors:  Mélanie Douziech; Ana Benítez-López; Alexi Ernstoff; Cecilia Askham; A Jan Hendriks; Henry King; Mark A J Huijbregts
Journal:  J Expo Sci Environ Epidemiol       Date:  2019-10-22       Impact factor: 5.563

6.  An Introduction to the Benchmarking and Publications for Non-Targeted Analysis Working Group.

Authors:  Benjamin J Place; Elin M Ulrich; Jonathan K Challis; Alex Chao; Bowen Du; Kristin Favela; Yong-Lai Feng; Christine M Fisher; Piero Gardinali; Alan Hood; Ann M Knolhoff; Andrew D McEachran; Sara L Nason; Seth R Newton; Brian Ng; Jamie Nuñez; Katherine T Peter; Allison L Phillips; Natalia Quinete; Ryan Renslow; Jon R Sobus; Eric M Sussman; Benedikt Warth; Samanthi Wickramasekara; Antony J Williams
Journal:  Anal Chem       Date:  2021-11-29       Impact factor: 6.986

7.  Cardiotoxicity Hazard and Risk Characterization of ToxCast Chemicals Using Human Induced Pluripotent Stem Cell-Derived Cardiomyocytes from Multiple Donors.

Authors:  Sarah D Burnett; Alexander D Blanchette; Weihsueh A Chiu; Ivan Rusyn
Journal:  Chem Res Toxicol       Date:  2021-08-27       Impact factor: 3.739

8.  Incorporating human exposure information in a weight of evidence approach to inform design of repeated dose animal studies.

Authors:  Kelly Lowe; Jeffrey Dawson; Katherine Phillips; Jeffrey Minucci; John F Wambaugh; Hua Qian; Tharacad Ramanarayanan; Peter Egeghy; Brandall Ingle; Rachel Brunner; Elizabeth Mendez; Michelle Embry; Yu-Mei Tan
Journal:  Regul Toxicol Pharmacol       Date:  2021-10-29       Impact factor: 3.271

9.  Bayesian inference of chemical exposures from NHANES urine biomonitoring data.

Authors:  Zachary Stanfield; R Woodrow Setzer; Victoria Hull; Risa R Sayre; Kristin K Isaacs; John F Wambaugh
Journal:  J Expo Sci Environ Epidemiol       Date:  2022-08-17       Impact factor: 6.371

10.  Utility of In Vitro Bioactivity as a Lower Bound Estimate of In Vivo Adverse Effect Levels and in Risk-Based Prioritization.

Authors:  Katie Paul Friedman; Matthew Gagne; Lit-Hsin Loo; Panagiotis Karamertzanis; Tatiana Netzeva; Tomasz Sobanski; Jill A Franzosa; Ann M Richard; Ryan R Lougee; Andrea Gissi; Jia-Ying Joey Lee; Michelle Angrish; Jean Lou Dorne; Stiven Foster; Kathleen Raffaele; Tina Bahadori; Maureen R Gwinn; Jason Lambert; Maurice Whelan; Mike Rasenberg; Tara Barton-Maclaren; Russell S Thomas
Journal:  Toxicol Sci       Date:  2020-01-01       Impact factor: 4.849

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