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Updated: Mar 28, 2026

Human Liver Microphysiological System for Assessing Drug-Induced Liver Toxicity In Vitro
Published on: January 31, 2022
Systems toxicology of chemically induced liver and kidney injuries: histopathology-associated gene co-expression
Jerez A Te1, Mohamed Diwan M AbdulHameed1, Anders Wallqvist1
1Department of Defense Biotechnology High Performance Computing Software Applications Institute, Telemedicine and Advanced Technology Research Center, U.S. Army Medical Research and Materiel Command, Fort Detrick, MD, 21702, USA.
Abstract:
Organ injuries caused by environmental chemical exposures or use of pharmaceutical drugs pose a serious health risk that may be difficult to assess because of a lack of non-invasive diagnostic tests. Mapping chemical injuries to organ-specific histopathology outcomes via biomarkers will provide a foundation for designing precise and robust diagnostic tests. We identified co-expressed genes (modules) specific to injury endpoints using the Open Toxicogenomics Project-Genomics Assisted Toxicity Evaluation System (TG-GATEs) - a toxicogenomics database containing organ-specific gene expression data matched to dose- and time-dependent chemical exposures and adverse histopathology assessments in Sprague-Dawley rats. We proposed a protocol for selecting gene modules associated with chemical-induced injuries that classify 11 liver and eight kidney histopathology endpoints based on dose-dependent activation of the identified modules. We showed that the activation of the modules for a particular chemical exposure condition, i.e., chemical-time-dose combination, correlated with the severity of histopathological damage in a dose-dependent manner. Furthermore, the modules could distinguish different types of injuries caused by chemical exposures as well as determine whether the injury module activation was specific to the tissue of origin (liver and kidney). The generated modules provide a link between toxic chemical exposures, different molecular initiating events among underlying molecular pathways and resultant organ damage. Published 2016. This article is a U.S. Government work and is in the public domain in the USA. Journal of Applied Toxicology published by John Wiley & Sons, Ltd.
Insights
New biomarkers link chemical exposures to organ damage. Gene expression modules accurately predict liver and kidney injury severity and type, aiding non-invasive diagnostics.
Area of Science:
- Toxicology
- Genomics
- Biomarker Discovery
Background:
- Assessing organ injuries from chemical exposures lacks non-invasive diagnostic tests.
- Biomarkers are needed to map chemical injuries to histopathology outcomes for precise diagnostics.
Purpose of the Study:
- To identify gene expression modules associated with chemical-induced organ injuries.
- To develop a protocol for classifying liver and kidney histopathology endpoints using these modules.
Main Methods:
- Utilized the Genomics Assisted Toxicity Evaluation System (TG-GATEs) database.
- Analyzed organ-specific gene expression data from Sprague-Dawley rats exposed to chemicals.
- Correlated gene module activation with dose- and time-dependent histopathological damage.
Main Results:
- Identified gene modules specific to 11 liver and 8 kidney histopathology endpoints.
- Module activation correlated with histopathological damage severity in a dose-dependent manner.
- Modules distinguished between different injury types and were tissue-specific (liver/kidney).
Conclusions:
- Developed gene modules linking toxic exposures to molecular initiating events and organ damage.
- These modules provide a foundation for developing robust, non-invasive diagnostic tests for chemical-induced organ injuries.
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