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Updated: Jun 16, 2025

Author Spotlight: Cost-Effective Transcriptomic Drug Screening - Unlocking New Targets
Published on: February 23, 2024
Integrating Transcriptomic and Targeted New Approach Methodologies into a Tiered Framework for Chemical Bioactivity
Jesse D Rogers1,2, Joseph L Bundy1, Joshua A Harrill1
1Center for Computational Toxicology and Exposure, Office of Research and Development, US Environmental Protection Agency, Durham, North Carolina, USA.
This study shows that combining gene expression data with specific lab tests can effectively identify chemical hazards. This approach helps prioritize chemicals for further safety evaluation, improving environmental risk assessment.
Area of Science:
- Environmental toxicology
- Chemical safety assessment
- Molecular profiling
Background:
- Identifying chemical hazards is crucial due to the vast number of chemicals in commerce and the environment.
- High-throughput transcriptomics (HTTr) and receptor screening assays offer potential for improved hazard identification.
Purpose of the Study:
- To link transcriptomic data to specific molecular targets.
- To integrate transcriptomic predictions with orthogonal receptor assays for chemical hazard prioritization.
Main Methods:
- Developed gene expression signatures for molecular targets using TempO-Seq in U-2 OS and HepaRG cells.
- Screened 1,126 chemicals using HTTr and assessed selective bioactivity against signatures.
- Validated predictions using EPA ToxCast data and prospective receptor-level assays.
Main Results:
- 201 out of 1,126 chemicals showed selective bioactivity; 57 were confirmed as selective nuclear receptor agonists.
- Transcriptomic signatures accurately predicted orthogonal assay bioactivity.
- Prospective testing confirmed predicted receptor activity in 49% of chemicals lacking prior data.
Conclusions:
- Integrating transcriptomics with targeted orthogonal assays supports Next Generation Risk Assessment.
- This tiered framework effectively identifies putative molecular targets and prioritizes chemicals for further testing.
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