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Characterizing dose-response relationships in multiple cancer bioassays
1Department of Biostatistics, Harvard School of Public Health, Boston, MA 02115, USA. jfrench@biostat.harvard.edu
Summary
Genotoxic chemicals exhibit more linear dose-response curves compared to nongenotoxic chemicals in cancer risk assessments. However, both types of compounds generally show convex curves, with genotoxicity having a minor impact on shape.
Area of Science:
- Toxicology and Carcinogenesis
- Quantitative Risk Assessment
- Chemical Mutagenesis
Background:
- Regulatory agencies traditionally use linear dose-response models for carcinogenic risk assessment.
- Increasing interest in incorporating mechanistic data (e.g., mutagenicity, metabolism) into risk evaluation.
- Limited research on the relationship between dose-response curve shape and chemical mutagenicity.
Purpose of the Study:
- To investigate the association between the shape of dose-response curves and the mutagenicity of chemical compounds.
- To analyze dose-response curve shapes using data from historical rodent bioassays.
- To inform the use of nonlinear models in carcinogenicity risk assessment.
Main Methods:
- Utilized historical data from National Toxicology Program (NTP) cancer bioassays.
- Fitted extended Weibull dose-response models to the bioassay data.
- Employed repeated-measures analysis to assess the estimated shape of the curves.
Main Results:
- Genotoxic chemicals demonstrated dose-response curves that were, on average, closer to linear than those of nongenotoxic chemicals.
- Both genotoxic and nongenotoxic compounds predominantly exhibited convex dose-response curves.
- The influence of genotoxicity on overall curve shape was found to be relatively small.
Conclusions:
- Genotoxicity is associated with a slight shift towards linearity in dose-response relationships.
- The convexity observed in most dose-response curves suggests a threshold effect for many chemicals.
- Findings support the potential utility of nonlinear models, particularly for nongenotoxic compounds, in risk assessment.