Structural alerts for the identification of bioaccumulative compounds
Cecile Valsecchi1,2, Francesca Grisoni1, Viviana Consonni1
1Milano Chemometrics & QSAR Research Group, Department of Earth and Environmental Sciences, University of Milano-Bicocca, Milano, Italy.
Integrated Environmental Assessment and Management
|July 20, 2018
Summary
This study introduces a new method using structural alerts to identify chemicals that bioaccumulate, aiding regulatory assessments under REACH. The approach effectively identifies bioaccumulative substances and supports evidence-based chemical safety evaluations.
Area of Science:
- Environmental Chemistry
- Toxicology
- Regulatory Science
Background:
- The European Registration, Evaluation, Authorization, and Restriction of Chemicals (REACH) regulation mandates bioaccumulation assessments.
- Bioconcentration factor (BCF) is a key parameter for evaluating bioaccumulation.
- Quantitative structure-activity relationships (QSARs) and a weight-of-evidence approach are encouraged for chemical assessment.
Purpose of the Study:
- To develop a novel decision-support system for identifying substances with bioaccumulation potential using structural alerts.
- To integrate structural alerts with existing data sources to reduce assessment uncertainty.
- To enhance the applicability and interpretability of bioaccumulation assessments.
Main Methods:
- Identification of structural alerts based on fish bioconcentration factor (BCF) data for 779 chemicals.
- Validation of the approach on 278 external molecules.
- Development of an easy-to-use workflow for the decision-support system.
Main Results:
- The developed system successfully identified 77% of bioaccumulative chemicals.
- The structural alert approach demonstrated competitiveness with complex QSAR models.
- The identified alerts directly correlate with specific structural features, improving interpretability.
Conclusions:
- Structural alerts provide a valuable, interpretable tool for identifying bioaccumulation potential.
- This approach supports regulatory decision-making within a weight-of-evidence framework.
- The free, user-friendly workflow facilitates broader adoption in chemical risk assessment.
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