Evidence map›Paper›PMID 41031489›Full record

ArticleToxicological sciences : an official journal of the Society of Toxicology2025

TGx-DDI (toxicogenomic DNA damage-inducing) biomarker validation: multi-site ring trial supporting regulatory use.

Xiaotong Wang, Christine E Crute, Ashley Allemang, Jiri Aubrecht, Florence Burleson, Yasmin Dietz-Baum, Lena Dorsheimer, Albert J Fornace, Roland Frötschl, Ulrike Hemmann and 7 more

Abstract readValidation StudyMulticenter Study
In one paragraph

Article in Toxicological sciences : an official journal of the Society of Toxicology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors.

Xiaotong WangDepartment of Biology, University of Ottawa, Ottawa, ON K1N 9A7, Canada.ORCID 0009-0008-2849-5611
Christine E CruteHealth and Environmental Sciences Institute (HESI Global), Washington, DC 20005, United States.ORCID 0000-0003-4400-505X
Ashley AllemangThe Procter & Gamble Company, Mason, OH 45202, United States.
Jiri AubrechtDepartment of Oncology, Georgetown University Medical Center, Washington, DC 20057, United States.
Florence BurlesonBurleson Research Technologies, Inc, Morrisville, NC 27560, United States.
Yasmin Dietz-BaumResearch and Development, Translational Medicine Unit, Sanofi-Aventis Deutschland GmbH, Frankfurt am Main, HE 65926, Germany.
Lena DorsheimerResearch and Development, Translational Medicine Unit, Sanofi-Aventis Deutschland GmbH, Frankfurt am Main, HE 65926, Germany.
Albert J FornaceDepartment of Oncology, Georgetown University Medical Center, Washington, DC 20057, United States.ORCID 0000-0001-9695-085X
Roland FrötschlBfArM-Bundesinstitut für Arzneimittel und Medizinprodukte, Federal Institute for Drugs and Medical Devices, Bonn, NRW D-53175, Germany.ORCID 0000-0001-8721-7509
Ulrike HemmannResearch and Development, Translational Medicine Unit, Sanofi-Aventis Deutschland GmbH, Frankfurt am Main, HE 65926, Germany.
Constance A MitchellHealth and Environmental Sciences Institute (HESI Global), Washington, DC 20005, United States.ORCID 0000-0003-1052-7087
Stefan PfuhlerThe Procter & Gamble Company, Mason, OH 45202, United States.
Andrew WilliamsEnvironmental Health Science and Research Bureau, Health Canada, Ottawa, ON K1A 0K9, Canada.
Lorreta Yun-Tien LinDepartment of Oncology, Georgetown University Medical Center, Washington, DC 20057, United States.
Syril PettitHealth and Environmental Sciences Institute (HESI Global), Washington, DC 20005, United States.ORCID 0000-0002-4320-5343
Carole L YaukDepartment of Biology, University of Ottawa, Ottawa, ON K1N 9A7, Canada.ORCID 0000-0002-6725-3454
Heng-Hong LiDepartment of Oncology, Georgetown University Medical Center, Washington, DC 20057, United States.ORCID 0000-0001-5979-5141

Funding

Canada Research Chairs Program CRC-2020-00060Drug Development Tool Team 1U01FD007473-01Emerging Systems Toxicology for the Assessment of RiskFDA HHS U01 FD007473Health and Environmental Sciences Institute's
6 · The paper itself

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.

Indexed as

DNA DamageMutagensToxicogeneticsBiomarkersCell LineGene Expression ProfilingHumansMutagenicity TestsReproducibility of ResultsTranscriptomeBiomarkersMutagensbiomarkergenotoxicityin vitronew approach methodologies (NAMs)TGx-DDItoxicogenomicsvalidation

Identifiers

PMID41031489
PMCPMC12646585

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.