Literature DB >> 23707726

Comparison of modeling approaches to prioritize chemicals based on estimates of exposure and exposure potential.

Jade Mitchell1, Jon A Arnot, Olivier Jolliet, Panos G Georgopoulos, Sastry Isukapalli, Surajit Dasgupta, Muhilan Pandian, John Wambaugh, Peter Egeghy, Elaine A Cohen Hubal, Daniel A Vallero.   

Abstract

While only limited data are available to characterize the potential toxicity of over 8 million commercially available chemical substances, there is even less information available on the exposure and use-scenarios that are required to link potential toxicity to human and ecological health outcomes. Recent improvements and advances such as high throughput data gathering, high performance computational capabilities, and predictive chemical inherency methodology make this an opportune time to develop an exposure-based prioritization approach that can systematically utilize and link the asymmetrical bodies of knowledge for hazard and exposure. In response to the US EPA's need to develop novel approaches and tools for rapidly prioritizing chemicals, a "Challenge" was issued to several exposure model developers to aid the understanding of current systems in a broader sense and to assist the US EPA's effort to develop an approach comparable to other international efforts. A common set of chemicals were prioritized under each current approach. The results are presented herein along with a comparative analysis of the rankings of the chemicals based on metrics of exposure potential or actual exposure estimates. The analysis illustrates the similarities and differences across the domains of information incorporated in each modeling approach. The overall findings indicate a need to reconcile exposures from diffuse, indirect sources (far-field) with exposures from directly, applied chemicals in consumer products or resulting from the presence of a chemical in a microenvironment like a home or vehicle. Additionally, the exposure scenario, including the mode of entry into the environment (i.e. through air, water or sediment) appears to be an important determinant of the level of agreement between modeling approaches.
Copyright © 2013 Elsevier B.V. All rights reserved.

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Year:  2013        PMID: 23707726      PMCID: PMC3983788          DOI: 10.1016/j.scitotenv.2013.04.051

Source DB:  PubMed          Journal:  Sci Total Environ        ISSN: 0048-9697            Impact factor:   7.963


  10 in total

Review 1.  Defining intake fraction.

Authors:  Deborah H Bennett; Thomas E McKone; John S Evans; William W Nazaroff; Manuele D Margni; Olivier Jolliet; Kirk R Smith
Journal:  Environ Sci Technol       Date:  2002-05-01       Impact factor: 9.028

2.  Advancing exposure characterization for chemical evaluation and risk assessment.

Authors:  Elaine A Cohen Hubal; Ann Richard; Lesa Aylward; Steve Edwards; Jane Gallagher; Michael-Rock Goldsmith; Sastry Isukapalli; Rogelio Tornero-Velez; Eric Weber; Robert Kavlock
Journal:  J Toxicol Environ Health B Crit Rev       Date:  2010-02       Impact factor: 6.393

3.  Screening level risk assessment model for chemical fate and effects in the environment.

Authors:  Jon A Arnot; Don Mackay; Eva Webster; Jeanette M Southwood
Journal:  Environ Sci Technol       Date:  2006-04-01       Impact factor: 9.028

4.  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

5.  Using publicly available information to create exposure and risk-based ranking of chemicals used in the workplace and consumer products.

Authors:  Michael A Jayjock; Christine F Chaisson; Claire A Franklin; Susan Arnold; Paul S Price
Journal:  J Expo Sci Environ Epidemiol       Date:  2008-08-06       Impact factor: 5.563

6.  The Advanced REACH Tool (ART): incorporation of an exposure measurement database.

Authors:  Jody Schinkel; Peter Ritchie; Henk Goede; Wouter Fransman; Martie van Tongeren; John W Cherrie; Erik Tielemans; Hans Kromhout; Nicholas Warren
Journal:  Ann Occup Hyg       Date:  2013-01-09

Review 7.  Are there other persistent organic pollutants? A challenge for environmental chemists.

Authors:  Derek C G Muir; Philip H Howard
Journal:  Environ Sci Technol       Date:  2006-12-01       Impact factor: 9.028

8.  From a theoretical framework of human exposure and dose assessment to computational system implementation: the Modeling ENvironment for TOtal Risk Studies (MENTOR).

Authors:  Panos G Georgopoulos; Paul J Lioy
Journal:  J Toxicol Environ Health B Crit Rev       Date:  2006 Nov-Dec       Impact factor: 6.393

9.  Prioritizing chemicals and data requirements for screening-level exposure and risk assessment.

Authors:  Jon A Arnot; Trevor N Brown; Frank Wania; Knut Breivik; Michael S McLachlan
Journal:  Environ Health Perspect       Date:  2012-09-20       Impact factor: 9.031

Review 10.  Integrating human indoor air pollutant exposure within Life Cycle Impact Assessment.

Authors:  Stefanie Hellweg; Evangelia Demou; Raffaella Bruzzi; Arjen Meijer; Ralph K Rosenbaum; Mark A Huijbregts; Thomas E Mckone
Journal:  Environ Sci Technol       Date:  2009-03-15       Impact factor: 9.028

  10 in total
  13 in total

1.  A Model for Risk-Based Screening and Prioritization of Human Exposure to Chemicals from Near-Field Sources.

Authors:  Li Li; John N Westgate; Lauren Hughes; Xianming Zhang; Babak Givehchi; Liisa Toose; James M Armitage; Frank Wania; Peter Egeghy; Jon A Arnot
Journal:  Environ Sci Technol       Date:  2018-11-27       Impact factor: 9.028

2.  Modeling Population Exposures to Silver Nanoparticles Present in Consumer Products.

Authors:  Steven G Royce; Dwaipayan Mukherjee; Ting Cai; Shu S Xu; Jocelyn A Alexander; Zhongyuan Mi; Leonardo Calderon; Gediminas Mainelis; KiBum Lee; Paul J Lioy; Teresa D Tetley; Kian Fan Chung; Junfeng Zhang; Panos G Georgopoulos
Journal:  J Nanopart Res       Date:  2014-11       Impact factor: 2.253

3.  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

4.  Establishing a system of consumer product use categories to support rapid modeling of human exposure.

Authors:  Kristin K Isaacs; Kathie Dionisio; Katherine Phillips; Charles Bevington; Peter Egeghy; Paul S Price
Journal:  J Expo Sci Environ Epidemiol       Date:  2019-11-11       Impact factor: 5.563

5.  Enhancing life cycle chemical exposure assessment through ontology modeling.

Authors:  David E Meyer; Sidney C Bailin; Daniel Vallero; Peter P Egeghy; Shi V Liu; Elaine A Cohen Hubal
Journal:  Sci Total Environ       Date:  2019-12-27       Impact factor: 7.963

6.  A tiered framework for risk-relevant characterization and ranking of chemical exposures: applications to the National Children's Study (NCS).

Authors:  Panos G Georgopoulos; Christopher J Brinkerhoff; Sastry Isukapalli; Michael Dellarco; Philip J Landrigan; Paul J Lioy
Journal:  Risk Anal       Date:  2014-01-27       Impact factor: 4.000

7.  Integrating exposure to chemicals in building materials during use stage.

Authors:  Lei Huang; Nicholas Anastas; Peter Egeghy; Daniel A Vallero; Olivier Jolliet; Jane Bare
Journal:  Int J Life Cycle Assess       Date:  2019-06-01       Impact factor: 4.141

8.  Assessing Human Exposure to Chemicals in Materials, Products and Articles: The International Risk Management Landscape for Phthalates.

Authors:  Clara M A Eichler; Elaine A Cohen Hubal; John C Little
Journal:  Environ Sci Technol       Date:  2019-11-12       Impact factor: 11.357

9.  Advances on a Decision Analytic Approach to Exposure-Based Chemical Prioritization.

Authors:  Matthew D Wood; Kenton Plourde; Sabrina Larkin; Peter P Egeghy; Antony J Williams; Valerie Zemba; Igor Linkov; Daniel A Vallero
Journal:  Risk Anal       Date:  2018-05-11       Impact factor: 4.302

10.  A decision analytic approach to exposure-based chemical prioritization.

Authors:  Jade Mitchell; Nicolas Pabon; Zachary A Collier; Peter P Egeghy; Elaine Cohen-Hubal; Igor Linkov; Daniel A Vallero
Journal:  PLoS One       Date:  2013-08-05       Impact factor: 3.240

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