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Updated: Apr 23, 2026

A Data Integration Workflow to Identify Drug Combinations Targeting Synthetic Lethal Interactions
Published on: May 27, 2021
A cellular genetics approach identifies gene-drug interactions and pinpoints drug toxicity pathway nodes
Oscar T Suzuki1, Amber Frick1, Bethany B Parks2
1Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy at the University of North Carolina at Chapel Hill Chapel Hill, NC, USA.
Abstract:
New approaches to toxicity testing have incorporated high-throughput screening across a broad-range of in vitro assays to identify potential key events in response to chemical or drug treatment. To date, these approaches have primarily utilized repurposed drug discovery assays. In this study, we describe an approach that combines in vitro screening with genetic approaches for the experimental identification of genes and pathways involved in chemical or drug toxicity. Primary embryonic fibroblasts isolated from 32 genetically-characterized inbred mouse strains were treated in concentration-response format with 65 compounds, including pharmaceutical drugs, environmental chemicals, and compounds with known modes-of-action. Integrated cellular responses were measured at 24 and 72 h using high-content imaging and included cell loss, membrane permeability, mitochondrial function, and apoptosis. Genetic association analysis of cross-strain differences in the cellular responses resulted in a collection of candidate loci potentially underlying the variable strain response to each chemical. As a demonstration of the approach, one candidate gene involved in rotenone sensitivity, Cybb, was experimentally validated in vitro and in vivo. Pathway analysis on the combined list of candidate loci across all chemicals identified a number of over-connected nodes that may serve as core regulatory points in toxicity pathways.
Insights
This study introduces a novel method combining in vitro screening and genetic analysis to identify genes and pathways involved in chemical toxicity. The approach successfully pinpointed candidate genes, like Cybb, and revealed potential core regulatory points in toxicity pathways.
Area of Science:
- Toxicology
- Genetics
- High-throughput screening
Background:
- Current toxicity testing relies on repurposed drug discovery assays.
- A need exists for integrated approaches combining in vitro screening with genetic methods.
- Identifying genes and pathways underlying chemical toxicity is crucial for risk assessment.
Purpose of the Study:
- To develop and demonstrate an integrated approach for identifying genes and pathways involved in chemical and drug toxicity.
- To leverage genetic variation across mouse strains to uncover mechanisms of differential toxicity.
- To validate candidate genes and pathways through experimental methods.
Main Methods:
- Primary embryonic fibroblasts from 32 mouse strains were treated with 65 diverse compounds.
- High-content imaging assessed cellular responses including cell loss, membrane permeability, mitochondrial function, and apoptosis at 24 and 72 hours.
- Genetic association analysis identified candidate loci linked to strain-specific toxicity responses.
Main Results:
- Genetic association analysis yielded candidate loci for variable strain responses to chemicals.
- The candidate gene Cybb, implicated in rotenone sensitivity, was experimentally validated in vitro and in vivo.
- Pathway analysis identified over-connected nodes as potential core regulators of toxicity pathways.
Conclusions:
- The integrated in vitro screening and genetic approach effectively identifies genes and pathways in chemical toxicity.
- This method provides a powerful tool for dissecting the genetic basis of differential chemical responses.
- The findings highlight potential core regulatory points for targeted toxicity pathway interventions.
Related Concept Videos
Drug toxicity: Drug–Drug Interaction
Drug Toxicity: Dose-Dependent Reactions
Drug toxicity: Idiosyncratic Reactions
Drug Toxicity: Overview
Drug Toxicity: Risk factors
Pharmacogenetic Phenotypes: Alterations in Pharmacokinetics, Drug Targets and Biologic Milieu

