Related Experiment Video
Updated: Jun 9, 2026

High Content Screening Analysis to Evaluate the Toxicological Effects of Harmful and Potentially Harmful Constituents (HPHC)
Published on: May 10, 2016
Toxicogenomics and cancer risk assessment: a framework for key event analysis and dose-response assessment for
Joel P Bercu1, Robert A Jolly, Kelly M Flagella
1Eli Lilly and Company, Lilly Research Laboratories, Health Safety and Environmental, Indianapolis, IN 46285, USA. jsbercu@hotmail.com
Abstract:
In order to determine a threshold for nongenotoxic carcinogens, the traditional risk assessment approach has been to identify a mode of action (MOA) with a nonlinear dose-response. The dose-response for one or more key event(s) linked to the MOA for carcinogenicity allows a point of departure (POD) to be selected from the most sensitive effect dose or no-effect dose. However, this can be challenging because multiple MOAs and key events may exist for carcinogenicity and oftentimes extensive research is required to elucidate the MOA. In the present study, a microarray analysis was conducted to determine if a POD could be identified following short-term oral rat exposure with two nongenotoxic rodent carcinogens, fenofibrate and methapyrilene, using a benchmark dose analysis of genes aggregated in Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways and Gene Ontology (GO) biological processes, which likely encompass key event(s) for carcinogenicity. The gene expression response for fenofibrate given to rats for 2days was consistent with its MOA and known key events linked to PPARα activation. The temporal response from daily dosing with methapyrilene demonstrated biological complexity with waves of pathways/biological processes occurring over 1, 3, and 7days; nonetheless, the benchmark dose values were consistent over time. When comparing the dose-response of toxicogenomic data to tumorigenesis or precursor events, the toxicogenomics POD was slightly below any effect level. Our results suggest that toxicogenomic analysis using short-term studies can be used to identify a threshold for nongenotoxic carcinogens based on evaluation of potential key event(s) which then can be used within a risk assessment framework.
Insights
This study used toxicogenomic analysis to identify a threshold for nongenotoxic carcinogens. Benchmark dose analysis of gene expression in short-term rat studies successfully identified a point of departure for risk assessment.
Area of Science:
- Toxicology
- Genomics
- Risk Assessment
Background:
- Traditional risk assessment for nongenotoxic carcinogens relies on identifying a mode of action (MOA) with a nonlinear dose-response.
- Establishing a point of departure (POD) can be challenging due to complex MOAs and the extensive research required to elucidate them.
Purpose of the Study:
- To determine if a POD can be identified using microarray analysis and benchmark dose analysis of gene expression data.
- To evaluate the utility of toxicogenomic analysis in short-term rodent studies for identifying thresholds of nongenotoxic carcinogens.
Main Methods:
- Conducted microarray analysis on rats exposed orally to fenofibrate and methapyrilene.
- Applied benchmark dose analysis to genes aggregated in Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways and Gene Ontology (GO) biological processes.
- Evaluated temporal gene expression responses over 1, 3, and 7 days.
Main Results:
- Gene expression patterns for fenofibrate were consistent with its known MOA and PPARα activation.
- Methapyrilene showed complex temporal pathway responses, but benchmark dose values remained consistent.
- Toxicogenomic POD values were slightly below observed effect levels for tumorigenesis or precursor events.
Conclusions:
- Toxicogenomic analysis in short-term studies can effectively identify a threshold for nongenotoxic carcinogens.
- This approach allows for the evaluation of potential key events and can be integrated into risk assessment frameworks.
Related Concept Videos
Mutagenicity and Carcinogenicity
Toxicity Testing in Animals
Bioactivation and Tissue Toxicity
Toxicokinetics: Overview
Cancer-Critical Genes I: Proto-oncogenes
When the function of certain critical genes, especially those involved in cell cycle regulation and cell growth signaling cascades, gets disrupted, it upsets the cell cycle progression. Such cells with unchecked cell cycles start proliferating uncontrollably and eventually develop into tumors.
Such genes that act...
Cancer-Critical Genes I: Proto-oncogenes
When the function of certain critical genes, especially those involved in cell cycle regulation and cell growth signaling cascades, gets disrupted, it upsets the cell cycle progression. Such cells with unchecked cell cycles start proliferating uncontrollably and eventually develop into tumors.
Such genes that act...

