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A Review of Quantitative Structure-Activity Relationship (QSAR) Models to Predict Thyroid Hormone System Disruption
Marco Evangelista1,2, Ester Papa1
1QSAR Research Unit in Environmental Chemistry and Ecotoxicology, Department of Theoretical and Applied Sciences, University of Insubria, Via J.H. Dunant 3, 21100 Varese, Italy.
Chemicals disrupting the thyroid hormone (TH) system are a concern for development. This review maps quantitative structure-activity relationship (QSAR) models, an alternative to animal testing, for predicting TH disruption risks.
Area of Science:
- Toxicology
- Computational Chemistry
- Endocrinology
Background:
- Thyroid hormone (TH) system disruption by chemicals impacts metabolism, growth, and brain development.
- Traditional animal testing for chemical hazard assessment is resource-intensive and ethically challenging.
- New Approach Methodologies (NAMs), like QSAR, are needed to improve chemical safety evaluations.
Purpose of the Study:
- To review and map the development of quantitative structure-activity relationship (QSAR) models for predicting thyroid hormone system disruption.
- To focus on QSARs addressing molecular initiating events within the adverse outcome pathway for TH disruption.
- To identify existing models, gaps, and inform future research for non-animal-based chemical hazard assessment.
Main Methods:
- Systematic literature review of QSAR models for TH disruption from 2010 to 2024.
- Selection of thirty papers based on predefined criteria, yielding eighty-six distinct QSAR models.
- Analysis of endpoints, chemical classes, data sources, modeling approaches, and molecular descriptors with mechanistic interpretations.
Main Results:
- Eighty-six QSAR models for predicting TH system disruption were identified across thirty reviewed papers.
- The review details the endpoints, chemical classes, data sources, and modeling strategies employed.
- Mechanistic interpretations of selected molecular descriptors provide insights into QSAR model applicability.
Conclusions:
- This review provides a state-of-the-art overview of QSAR models for assessing chemical impacts on the TH system.
- Identified gaps highlight areas for future research to advance non-animal-based chemical safety testing.
- The findings support the development of robust QSAR tools to mitigate risks associated with TH disruptors.
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