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Cost-Efficient Transcriptomic-Based Drug Screening
Published on: February 23, 2024
Toxicogenomics in drug discovery and development -- making an impact
Quin Wills1, Cathrine Mitchell
1SimuGen, London, UK. quin.wills@simugen-global.com
Alternatives to Laboratory Animals : ATLA
|October 8, 2009
Summary
Toxicogenomics, a field predicting drug safety, needs better high-throughput methods. Current preclinical toxicology applications show limited impact, suggesting a need for improved genomic and tissue modeling integration.
Area of Science:
- Pharmacogenomics
- Toxicology
- Genomics
Background:
- Toxicogenomics, a pharmacogenomics branch, initially promised advancements in predicting drug safety.
- Emerging technologies like gene expression microarrays fueled early excitement in toxicogenomics.
- However, current toxicogenomics approaches have shown limited impact in preclinical toxicology.
Purpose of the Study:
- To introduce in vitro toxicogenomics.
- To highlight the need for re-focusing toxicogenomics applications.
- To discuss the integration of tissue and genomic modeling for high-throughput approaches.
Main Methods:
- Review of toxicogenomics applications in preclinical toxicology.
- Discussion of in vitro toxicogenomics strategies.
- Perspective from a specialist toxicogenomics company (SimuGen).
Main Results:
- Evidence for the impact of current toxicogenomics in preclinical toxicology is scant.
- A need exists to shift focus toward high-throughput methods.
- Integration of tissue and genomic modeling is proposed.
Conclusions:
- In vitro toxicogenomics requires a re-evaluation of its application.
- High-throughput approaches combining tissue and genomic modeling are crucial for advancing toxicogenomics.
- Future directions should emphasize integrated modeling for robust drug safety prediction.
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