Conditional lethality profiling reveals anticancer mechanisms of action and drug-nutrient interactions
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Updated: Jun 11, 2025

A Data Integration Workflow to Identify Drug Combinations Targeting Synthetic Lethal Interactions
Published on: May 27, 2021
Kyle M Flickinger1,2, Kelli M Wilson3, Nicholas J Rossiter4
1Morgridge Institute for Research, Madison, WI 53715, USA.
Abstract:
Chemical screens across hundreds of cell lines have shown that the drug sensitivities of human cancers can vary by genotype or lineage. However, most drug discovery studies have relied on culture media that poorly reflect metabolite levels in human blood. Here, we perform drug screens in traditional and Human Plasma-Like Medium (HPLM). Sets of compounds that show conditional anticancer activity span different phases of global development and include non-oncology drugs. Comparisons of the synthetic and serum-derived components that comprise typical media trace sets of conditional phenotypes to nucleotide synthesis substrates. We also characterize a unique dual mechanism for brivudine, a compound approved for antiviral use. Brivudine selectively impairs cell growth in low folate conditions by targeting two enzymes involved in one-carbon metabolism. Cataloged gene essentiality data further suggest that conditional phenotypes for other compounds are linked to off-target effects. Our findings establish general strategies for identifying drug-nutrient interactions and mechanisms of action by exploiting conditional lethality in cancer cells.
Insights
Cancer drug discovery needs better lab conditions. This study used Human Plasma-Like Medium (HPLM) to find new drug-nutrient interactions and mechanisms, revealing brivudine
Area of Science:
- Biochemistry
- Pharmacology
- Cancer Biology
Background:
- Human cancer drug sensitivity varies by genotype and lineage.
- Traditional cell culture media do not accurately reflect human blood metabolite levels.
- This limits the discovery of effective cancer therapeutics.
Purpose of the Study:
- To investigate drug efficacy using a more physiologically relevant cell culture medium.
- To identify novel drug-nutrient interactions and mechanisms of action in cancer cells.
- To explore conditional lethality as a strategy for drug discovery.
Main Methods:
- Performed chemical drug screens in traditional media and Human Plasma-Like Medium (HPLM).
- Compared compound activities across different media to identify conditional phenotypes.
- Analyzed media components to link phenotypes to specific nutrients, such as nucleotide synthesis substrates.
- Investigated the mechanism of action for brivudine, an antiviral drug, in cancer cells.
- Utilized gene essentiality data to identify potential off-target effects.
Main Results:
- Identified sets of compounds with conditional anticancer activity, including non-oncology drugs.
- Linked conditional phenotypes to nucleotide synthesis substrates by comparing media components.
- Characterized brivudine's dual mechanism: impaired cell growth in low folate by targeting one-carbon metabolism enzymes.
- Found evidence that conditional phenotypes for other drugs may result from off-target effects.
Conclusions:
- Human Plasma-Like Medium (HPLM) is crucial for uncovering context-dependent drug activities.
- Drug-nutrient interactions and mechanisms of action can be identified through conditional lethality screens.
- Brivudine exhibits selective toxicity in low-folate conditions via targeting one-carbon metabolism.
- This approach provides a general strategy for discovering cancer drugs and understanding their mechanisms.
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