Evidence map›Paper›PMID 33693359›Full record

ReviewFrontiers in big data2019

TGx-DDI, a Transcriptomic Biomarker for Genotoxicity Hazard Assessment of Pharmaceuticals and Environmental Chemicals.

Heng-Hong Li, Carole L Yauk, Renxiang Chen, Daniel R Hyduke, Andrew Williams, Roland Frötschl, Heidrun Ellinger-Ziegelbauer, Syril Pettit, Jiri Aubrecht, Albert J Fornace

Open access · goldAbstract readReview
In one paragraph

Review in Frontiers in big data, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
1.0field-weighted citation impact, top 29% of its field
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

22 citing papers in PubMed, 41 citations in OpenAlex.

  1. Review
  2. Article
  3. New Approach Methods in Genetic Toxicology.Environmental and molecular mutagenesis · 2026
    Article
  4. Review
  5. The OASIS Consortium: integrating multi-omics technologies to transform chemical safety assessment.Toxicological sciences : an official journal of the Society of Toxicology · 2025
    Article
  6. Review
  7. TGx-DDI (toxicogenomic DNA damage-inducing) biomarker validation: multi-site ring trial supporting regulatory use.Toxicological sciences : an official journal of the Society of Toxicology · 2025
    Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Review
  13. Review
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article
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

10 authors at 6 institutions in 3 countries.

Heng-Hong LiDepartment of Oncology, Department of Biochemistry and Molecular & Cellular Biology, Georgetown University Medical Center, Washington, DC, United States.
Carole L YaukEnvironmental Health Science and Research Bureau, Health Canada, Ottawa, ON, Canada.
Renxiang ChenDepartment of Oncology, Department of Biochemistry and Molecular & Cellular Biology, Georgetown University Medical Center, Washington, DC, United States.
Daniel R HydukeDepartment of Oncology, Department of Biochemistry and Molecular & Cellular Biology, Georgetown University Medical Center, Washington, DC, United States.
Andrew WilliamsEnvironmental Health Science and Research Bureau, Health Canada, Ottawa, ON, Canada.
Roland FrötschlFederal Institute for Drugs and Medical Devices, Bonn, Germany.
Heidrun Ellinger-ZiegelbauerInvestigational Toxicology, Bayer AG, Pharmaceuticals, Leverkusen, Germany.
Syril PettitHealth and Environmental Sciences Institute, Washington, DC, United States.
Jiri AubrechtDepartment of Oncology, Department of Biochemistry and Molecular & Cellular Biology, Georgetown University Medical Center, Washington, DC, United States.
Albert J FornaceDepartment of Oncology, Department of Biochemistry and Molecular & Cellular Biology, Georgetown University Medical Center, Washington, DC, United States.
Georgetown University Medical Center · USGeorgetown University · USHealth Canada · CABayer (Germany) · DEFederal Institute for Drugs and Medical Devices · DEHealth and Environmental Sciences Institute · US

Funding

Novel genotoxicity assay incorporating the toxicogenomics biomarker TGx-28.65 with a direct digital countingR44ES026473 · NIEHS · AMELIA TECHNOLOGIES, LLC · PI FORNACE, ALBERT J, GEORGE, JAY · 2018 to 2019
$1.5M
NIEHS NIH HHS R44 ES026473
6 · The paper itself

Abstract

Genotoxicity testing is an essential component of the safety assessment paradigm required by regulatory agencies world-wide for analysis of drug candidates, and environmental and industrial chemicals. Current genotoxicity testing batteries feature a high incidence of irrelevant positive findings-particularly for

Indexed as

biomarkergenotoxicityhigh-throughput (HT) approachesTGx-DDItoxicogenomics

Identifiers

PMID33693359
PMCPMC7931968
OpenAlexW2979332126

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.