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An End Point-Specific Framework for Read-Across Analog Selection for Human Health Effects
Holger Moustakas1, Mihir S Date2, Manoj Kumar3
1Research Institute of Fragrance Materials, Inc., 50 Tice Boulevard, Woodcliff Lake, New Jersey 07677, United States.
Chemical Research in Toxicology
|December 2, 2022
Summary
Computational chemistry enhances chemical safety assessment by improving the read-across analog approach. Six new schemes offer end point-specific workflows for transparent analog selection, accelerating safety evaluations.
Area of Science:
- Computational toxicology
- Chemical safety assessment
- Read-across methodology
Background:
- The read-across analog approach compares chemical structures to predict toxicity, filling data gaps in safety assessments.
- Advancements focus on chemical grouping and clustering to improve toxicity predictions.
- Analog selection requires considering various properties like physicochemical, toxicokinetic, and toxicodynamic factors, emphasizing mechanisms of action.
Purpose of the Study:
- To present six end point-specific, rule-based schemes for selecting read-across analogs.
- To establish transparent workflows for data gap filling in chemical safety assessment.
- To accelerate the safety assessment process by systematically driving analog selection.
Main Methods:
- Integration of computational chemistry and toxicology principles.
- Development of six distinct rule-based schemes tailored to specific human health endpoints (genotoxicity, skin sensitization, etc.).
- Creation of end point-specific workflows for analog selection and data gap imputation.
Main Results:
- Description of six novel, end point-specific schemes for read-across analog selection.
- Establishment of transparent workflows supporting analog selection rationale for specific endpoints.
- Demonstration of a systematic framework to drive analog selection.
Conclusions:
- The proposed framework systematically drives read-across analog selection for specific endpoints.
- These end point-specific schemes enhance transparency and rigor in chemical safety assessments.
- The integration of computational approaches accelerates the overall safety evaluation process.
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