TGx-DDI (toxicogenomic DNA damage-inducing) biomarker validation: multi-site ring trial supporting regulatory use
Xiaotong Wang1, Christine E Crute2, Ashley Allemang3
1Department of Biology, University of Ottawa, Ottawa, ON K1N 9A7, Canada.
Abstract:
Standard in vitro genotoxicity assays often suffer from low specificity, leading to irrelevant positive findings that require costly in vivo follow-up studies. The TGx-DDI (Toxicogenomic DNA Damage-Inducing) transcriptomic biomarker was developed to address this limitation by identifying DNA damage-inducing compounds through gene expression profiling in human TK6 lymphoblastoid cells. To qualify TGx-DDI as a reliable, reproducible biomarker for augmenting genotoxicity hazard assessment, a multi-site ring-trial was conducted across four laboratories using 14 blinded test compounds and standardized protocols. TK6 cells were exposed to three concentrations of each compound, followed by RNA extraction and digital nucleic acid counting using the NanoString nCounter platform. A three-pronged bioinformatics approach-Nearest Shrunken Centroid Probability Analysis, Principal Component Analysis, and Hierarchical Clustering-was used to assign DDI or non-DDI classifications. TGx-DDI demonstrated 100% sensitivity, 86% specificity, and 91% accuracy in distinguishing DDI from non-DDI compounds under validated test conditions. High interlaboratory concordance was observed (agreement coefficients ≥0.61), and transcriptomic data showed strong cross-site correlation (Pearson r > 0.84). The biomarker reproducibly classified test agents even when conducted across study sites. These results demonstrate that TGx-DDI is a robust and reproducible transcriptomic biomarker that enhances the specificity of genotoxicity testing by distinguishing biologically relevant DNA damage responses. Its integration into genotoxicity testing strategies can support regulatory decision-making, reduce unnecessary animal use, and improve the assessment of human health risks.
Insights
The TGx-DDI transcriptomic biomarker accurately identifies DNA damage-inducing compounds, improving genotoxicity testing specificity. This reliable biomarker reduces the need for costly animal studies and enhances human health risk assessment.
Area of Science:
- Toxicology
- Genomics
- Biomarker Development
Background:
- Standard genotoxicity assays often lack specificity, leading to false positives and unnecessary animal testing.
- The TGx-DDI (Toxicogenomic DNA Damage-Inducing) transcriptomic biomarker was developed to improve specificity using gene expression profiling.
Purpose of the Study:
- To validate the TGx-DDI biomarker's reliability and reproducibility across multiple laboratories.
- To assess its performance in distinguishing DNA damage-inducing compounds.
Main Methods:
- A multi-site ring-trial involving four laboratories and 14 blinded compounds.
- Gene expression profiling in TK6 cells using NanoString nCounter.
- Bioinformatics analysis including Nearest Shrunken Centroid, PCA, and Hierarchical Clustering.
Main Results:
- TGx-DDI achieved 100% sensitivity, 86% specificity, and 91% accuracy.
- High interlaboratory concordance (agreement coefficients ≥0.61) and cross-site data correlation (Pearson r > 0.84).
- Reproducible classification of test agents across study sites.
Conclusions:
- TGx-DDI is a robust and reproducible transcriptomic biomarker for genotoxicity testing.
- It enhances specificity by identifying biologically relevant DNA damage responses.
- Integration supports regulatory decisions, reduces animal use, and improves human health risk assessment.
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