Literature DB >> 12634130

Physiological modeling and extrapolation of pharmacokinetic interactions from binary to more complex chemical mixtures.

Kannan Krishnan1, Sami Haddad, Martin Béliveau, Robert Tardif.   

Abstract

The available data on binary interactions are yet to be considered within the context of mixture risk assessment because of our inability to predict the effect of a third or a fourth chemical in the mixture on the interacting binary pairs. Physiologically based pharmacokinetic (PBPK) models represent a potentially useful framework for predicting the consequences of interactions in mixtures of increasing complexity. This article highlights the conceptual basis and validity of PBPK models for extrapolating the occurrence and magnitude of interactions from binary to more complex chemical mixtures. The methodology involves the development of PBPK models for all mixture components and interconnecting them at the level of the tissue where the interaction is occurring. Once all component models are interconnected at the binary level, the PBPK framework simulates the kinetics of all mixture components, accounting for the interactions occurring at various levels in more complex mixtures. This aspect was validated by comparing the simulations of a binary interaction-based PBPK model with experimental data on the inhalation kinetics of m-xylene, toluene, ethyl benzene, dichloromethane, and benzene in mixtures of varying composition and complexity. The ability to predict the kinetics of chemicals in complex mixtures by accounting for binary interactions alone within a PBPK model is a significant step toward the development of interaction-based risk assessment for chemical mixtures.

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Year:  2002        PMID: 12634130      PMCID: PMC1241283          DOI: 10.1289/ehp.02110s6989

Source DB:  PubMed          Journal:  Environ Health Perspect        ISSN: 0091-6765            Impact factor:   9.031


  13 in total

1.  A modeling approach to account for toxicokinetic interactions in the calculation of biological hazard index for chemical mixtures.

Authors:  S Haddad; R Tardif; C Viau; K Krishnan
Journal:  Toxicol Lett       Date:  1999-09-05       Impact factor: 4.372

2.  A PBPK modeling-based approach to account for interactions in the health risk assessment of chemical mixtures.

Authors:  S Haddad; M Béliveau; R Tardif; K Krishnan
Journal:  Toxicol Sci       Date:  2001-09       Impact factor: 4.849

3.  Physiological modeling of the toxicokinetic interactions in a quaternary mixture of aromatic hydrocarbons.

Authors:  S Haddad; R Tardif; G Charest-Tardif; K Krishnan
Journal:  Toxicol Appl Pharmacol       Date:  1999-12-15       Impact factor: 4.219

4.  Validation of a physiological modeling framework for simulating the toxicokinetics of chemicals in mixtures.

Authors:  S Haddad; G Charest-Tardif; R Tardif; K Krishnan
Journal:  Toxicol Appl Pharmacol       Date:  2000-09-15       Impact factor: 4.219

5.  PB-PK derived metabolic constants, hepatotoxicity, and lethality of BrCCl3 in rats pretreated with chlordecone, phenobarbital, or mirex.

Authors:  K N Thakore; M L Gargas; M E Andersen; H M Mehendale
Journal:  Toxicol Appl Pharmacol       Date:  1991-07       Impact factor: 4.219

6.  Physiologically based pharmacodynamic modeling of an interaction threshold between trichloroethylene and 1,1-dichloroethylene in Fischer 344 rats.

Authors:  H A el-Masri; A A Constan; H S Ramsdell; R S Yang
Journal:  Toxicol Appl Pharmacol       Date:  1996-11       Impact factor: 4.219

7.  Physiologically-based pharmacokinetic modeling of a mixture of toluene and xylene in humans.

Authors:  R Tardif; S Laparé; G Charest-Tardif; J Brodeur; K Krishnan
Journal:  Risk Anal       Date:  1995-06       Impact factor: 4.000

8.  Quantitative evaluation of the metabolic interactions between trichloroethylene and 1,1-dichloroethylene in vivo using gas uptake methods.

Authors:  M E Andersen; M L Gargas; H J Clewell; K M Severyn
Journal:  Toxicol Appl Pharmacol       Date:  1987-06-30       Impact factor: 4.219

9.  In vivo metabolic interactions of benzene and toluene.

Authors:  K J Purcell; G H Cason; M L Gargas; M E Andersen; C C Travis
Journal:  Toxicol Lett       Date:  1990-07       Impact factor: 4.372

10.  Toxic interactions among environmental pollutants: corroborating laboratory observations with human experience.

Authors:  K Krishnan; J Brodeur
Journal:  Environ Health Perspect       Date:  1994-11       Impact factor: 9.031

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  10 in total

1.  A biology-based approach for mixture toxicity of multiple endpoints over the life cycle.

Authors:  Tjalling Jager; Tine Vandenbrouck; Jan Baas; Wim M De Coen; Sebastiaan A L M Kooijman
Journal:  Ecotoxicology       Date:  2009-09-22       Impact factor: 2.823

2.  A generalized physiologically-based toxicokinetic modeling system for chemical mixtures containing metals.

Authors:  Alan F Sasso; Sastry S Isukapalli; Panos G Georgopoulos
Journal:  Theor Biol Med Model       Date:  2010-06-02       Impact factor: 2.432

3.  Generalized concentration addition: a method for examining mixtures containing partial agonists.

Authors:  Gregory J Howard; Thomas F Webster
Journal:  J Theor Biol       Date:  2009-04-05       Impact factor: 2.691

Review 4.  Pharmaceuticals and personal care products in the environment: what are the big questions?

Authors:  Alistair B A Boxall; Murray A Rudd; Bryan W Brooks; Daniel J Caldwell; Kyungho Choi; Silke Hickmann; Elizabeth Innes; Kim Ostapyk; Jane P Staveley; Tim Verslycke; Gerald T Ankley; Karen F Beazley; Scott E Belanger; Jason P Berninger; Pedro Carriquiriborde; Anja Coors; Paul C Deleo; Scott D Dyer; Jon F Ericson; François Gagné; John P Giesy; Todd Gouin; Lars Hallstrom; Maja V Karlsson; D G Joakim Larsson; James M Lazorchak; Frank Mastrocco; Alison McLaughlin; Mark E McMaster; Roger D Meyerhoff; Roberta Moore; Joanne L Parrott; Jason R Snape; Richard Murray-Smith; Mark R Servos; Paul K Sibley; Jürg Oliver Straub; Nora D Szabo; Edward Topp; Gerald R Tetreault; Vance L Trudeau; Glen Van Der Kraak
Journal:  Environ Health Perspect       Date:  2012-05-30       Impact factor: 9.031

5.  Translational research to develop a human PBPK models tool kit-volatile organic compounds (VOCs).

Authors:  M Moiz Mumtaz; Meredith Ray; Susan R Crowell; Deborah Keys; Jeffrey Fisher; Patricia Ruiz
Journal:  J Toxicol Environ Health A       Date:  2012

6.  Bayesian Analysis of a Lipid-Based Physiologically Based Toxicokinetic Model for a Mixture of PCBs in Rats.

Authors:  Alan F Sasso; Panos G Georgopoulos; Sastry S Isukapalli; Kannan Krishnan
Journal:  J Toxicol       Date:  2012-01-19

7.  The application of global sensitivity analysis in the development of a physiologically based pharmacokinetic model for m-xylene and ethanol co-exposure in humans.

Authors:  George D Loizou; Kevin McNally; Kate Jones; John Cocker
Journal:  Front Pharmacol       Date:  2015-06-30       Impact factor: 5.810

8.  Cumulative risk assessment toolbox: methods and approaches for the practitioner.

Authors:  Margaret M Macdonell; Lynne A Haroun; Linda K Teuschler; Glenn E Rice; Richard C Hertzberg; James P Butler; Young-Soo Chang; Shanna L Clark; Alan P Johns; Camarie S Perry; Shannon S Garcia; John H Jacobi; Marcienne A Scofield
Journal:  J Toxicol       Date:  2013-05-09

9.  A phased approach for assessing combined effects from multiple stressors.

Authors:  Charles A Menzie; Margaret M MacDonell; Moiz Mumtaz
Journal:  Environ Health Perspect       Date:  2007-01-24       Impact factor: 9.031

Review 10.  Bridging the Data Gap From in vitro Toxicity Testing to Chemical Safety Assessment Through Computational Modeling.

Authors:  Qiang Zhang; Jin Li; Alistair Middleton; Sudin Bhattacharya; Rory B Conolly
Journal:  Front Public Health       Date:  2018-09-11
  10 in total

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