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Toxicokinetic Triage for Environmental Chemicals
John F Wambaugh1, Barbara A Wetmore2, Robert Pearce3
1*National Center for Computational Toxicology and Wambaugh.john@epa.gov.
This study evaluates high-throughput toxicokinetic (HTTK) models for predicting chemical doses. Researchers developed methods to assess HTTK tool appropriateness, identifying factors influencing prediction accuracy for various chemicals.
Area of Science:
- Environmental toxicology and computational chemistry.
- Development and validation of predictive toxicokinetic (TK) models.
Background:
- Toxicokinetic (TK) models are crucial for linking chemical doses to concentrations in biological systems.
- High-throughput TK (HTTK) models enable rapid in vitro to in vivo extrapolation using chemical properties.
- A key application is 'reverse dosimetry,' converting in vitro bioactive concentrations to in vivo doses.
Purpose of the Study:
- To evaluate the accuracy of approximations and assumptions in HTTK reverse dosimetry.
- To develop criteria for determining the suitability of HTTK tools for specific chemicals.
- To propose a framework for prioritizing chemicals lacking TK data.
Main Methods:
- Analysis of literature in vivo data for 87 chemicals to identify predictors of poor HTTK performance.
- Development of a generic high-throughput physiologically based TK (HTPBTK) model for 271 chemicals.
- Evaluation of reverse dosimetry assumptions using the HTPBTK model, particularly for bioaccumulative compounds.
- Proposal of a 4-element framework for chemical TK triage, categorizing chemicals into 7 groups.
Main Results:
- Specific chemical properties (in vitro HTTK data, physicochemical descriptors, predicted transporter affinities) were correlated with poor HTTK predictive ability.
- HTTK reverse dosimetry assumptions were generally appropriate, with notable exceptions for highly bioaccumulative substances.
- The HTPBTK model successfully predicted chemical concentration time-courses for various exposure scenarios.
- A TK triage framework was proposed to guide the application of HTTK for chemicals with limited data.
Conclusions:
- HTTK models are valuable tools, but their applicability requires careful assessment based on chemical-specific properties.
- The study provides methods to identify chemicals where HTTK may lead to false conclusions, particularly highly bioaccumulative ones.
- The proposed TK triage framework aids in prioritizing and managing chemicals with unknown toxicokinetic profiles.
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