Related Experiment Video
Updated: Feb 22, 2026

Evaluation of Oxidative Stress in Biological Samples Using the Thiobarbituric Acid Reactive Substances Assay
Published on: May 12, 2020
Oxidative stress/reactive metabolite gene expression signature in rat liver detects idiosyncratic hepatotoxicants
Angelique Leone1, Alex Nie1, J Brandon Parker1
1Preclinical Development & Safety, Janssen Pharmaceutical Research and Development, LLC, Welsh & McKean Roads, Spring House, PA 19477, USA.
Abstract:
Previously we reported a gene expression signature in rat liver for detecting a specific type of oxidative stress (OS) related to reactive metabolites (RM). High doses of the drugs disulfiram, ethinyl estradiol and nimesulide were used with another dozen paradigm OS/RM compounds, and three other drugs flutamide, phenacetin and sulindac were identified by this signature. In a second study, antiepileptic drugs were compared for covalent binding and their effects on OS/RM; felbamate, carbamazepine, and phenobarbital produced robust OS/RM gene expression. In the present study, liver RNA samples from drug-treated rats from more recent experiments were examined for statistical fit to the OS/RM signature. Of all 97 drugs examined, in addition to the nine drugs noted above, 19 more were identified as OS/RM-producing compounds-chlorpromazine, clozapine, cyproterone acetate, dantrolene, dipyridamole, glibenclamide, isoniazid, ketoconazole, methapyrilene, naltrexone, nifedipine, sulfamethoxazole, tamoxifen, coumarin, ritonavir, amitriptyline, valproic acid, enalapril, and chloramphenicol. Importantly, all of the OS/RM drugs listed above have been linked to idiosyncratic hepatotoxicity, excepting chloramphenicol, which does not have a package label for hepatotoxicity, but does have a black box warning for idiosyncratic bone marrow suppression. Most of these drugs are not acutely toxic in the rat. The OS/RM signature should be useful to avoid idiosyncratic hepatotoxicity of drug candidates.
Insights
A novel gene expression signature identifies drugs causing oxidative stress (OS) and reactive metabolites (RM). This signature successfully flagged 28 compounds, many linked to idiosyncratic hepatotoxicity, aiding in the development of safer drug candidates.
Area of Science:
- Toxicology
- Pharmacology
- Genomics
Background:
- A previously identified gene expression signature detects oxidative stress (OS) related to reactive metabolites (RM) in rat liver.
- Initial studies identified OS/RM-producing drugs including disulfiram, ethinyl estradiol, nimesulide, flutamide, phenacetin, and sulindac.
- Antiepileptic drugs like felbamate, carbamazepine, and phenobarbital were also found to induce OS/RM gene expression.
Purpose of the Study:
- To validate and expand the use of the OS/RM gene expression signature in identifying new drug candidates.
- To assess a broader range of drugs for their potential to induce OS/RM and associated hepatotoxicity.
- To determine the utility of the OS/RM signature in predicting idiosyncratic hepatotoxicity.
Main Methods:
- Analysis of liver RNA samples from rats treated with 97 different drugs.
- Statistical fitting of gene expression data to the established OS/RM signature.
- Correlation of identified OS/RM-producing drugs with known instances of idiosyncratic hepatotoxicity.
Main Results:
- The OS/RM signature identified 19 additional drugs, bringing the total to 28 compounds.
- Notable identified drugs include chlorpromazine, clozapine, tamoxifen, and valproic acid.
- All identified OS/RM-producing drugs, except chloramphenicol, are linked to idiosyncratic hepatotoxicity.
Conclusions:
- The OS/RM gene expression signature is a valuable tool for identifying drugs that cause oxidative stress and reactive metabolites.
- This signature can help predict and potentially avoid idiosyncratic hepatotoxicity in drug development.
- The findings support the use of this signature to screen drug candidates for liver toxicity risks.
Related Concept Videos
Bioactivation and Tissue Toxicity
Drug toxicity: Idiosyncratic Reactions
Peroxisomes

