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Mouse Population-Based Approaches to Investigate Adverse Drug Reactions
1Division of Pharmacotherapy and Experimental Therapeutics and Institute for Drug Safety Sciences, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina merrie@unc.edu.
Abstract:
Genetic variation is now recognized as a key factor in the toxicity of pharmaceutical agents. However, genetic diversity is not present in standard nonclinical toxicology models, and small clinical studies (phase I/II) may not include enough subjects to identify toxicity liabilities associated with less common susceptibility factors. As a result, many drugs pass through preclinical and early clinical studies before safety concerns are realized. Furthermore, when adverse drug reactions are idiosyncratic in nature, suggesting a role for rare genetic variants in the toxicity susceptibility, even large clinical studies (phase III) are often underpowered (due to low population frequency and/or small effect size of the risk factor) to identify associations that may be used for precision medicine risk mitigation strategies. Genetically diverse mouse populations can be used to help overcome the limitations of standard nonclinical and clinical studies and to model toxicity responses that require genetic susceptibility factors. Furthermore, mouse population-based approaches can be used to: 1) identify sensitive strains that can serve as a screening tool for next-in-class compounds, 2) identify genetic susceptibility factors that can be used for risk mitigation strategies, and 3) study mechanisms underlying drug toxicity. This review describes genetically diverse mouse populations and provides examples of their utility in investigating adverse drug response. It also explores recent efforts to adapt mouse population-based approaches to in vitro platforms, thereby enabling the incorporation of genetic diversity and the identification of genetic risk factors and mechanisms associated with drug toxicity susceptibility at all stages of drug development.
Insights
Genetically diverse mouse models reveal drug toxicity risks missed in standard studies. These models identify genetic factors for safer drug development and precision medicine strategies.
Area of Science:
- Pharmacogenomics
- Toxicology
- Drug Development
Background:
- Genetic variation significantly impacts drug toxicity, but standard models lack diversity.
- Early clinical trials often fail to detect rare genetic susceptibility factors for adverse drug reactions.
- Idiosyncratic adverse drug reactions suggest rare genetic variants, often missed in underpowered clinical studies.
Purpose of the Study:
- To highlight the limitations of current toxicology models in capturing genetic diversity.
- To present genetically diverse mouse populations as a solution for identifying drug toxicity liabilities.
- To explore the utility of mouse population-based approaches in drug development and risk mitigation.
Main Methods:
- Review of genetically diverse mouse populations and their application in drug toxicity studies.
- Examples of using mouse models to identify sensitive strains and genetic susceptibility factors.
- Exploration of adapting mouse population approaches to in vitro platforms.
Main Results:
- Genetically diverse mouse populations effectively model toxicity responses requiring genetic susceptibility.
- These models can identify sensitive strains for screening new compounds.
- Population-based approaches aid in discovering genetic risk factors and elucidating toxicity mechanisms.
Conclusions:
- Genetically diverse mouse populations are crucial for overcoming limitations in preclinical and clinical drug safety assessment.
- These models facilitate the identification of genetic factors for precision medicine and risk mitigation.
- Adapting these approaches to in vitro systems enhances early detection of drug toxicity susceptibility.
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