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Modeling a continuum of drug-induced persistence during targeted cancer therapy.
Proceedings of the National Academy of Sciences · · Journal Article
Park, Levine
Abstract ↗AI summary
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A phenomenological framework links phenotypic plasticity to drug persisters during targeted cancer therapy, predicting an optimum drug concentration and an optimum drug holiday schedule.
- Why it matters: Targeted therapy can select for persisters that survive treatment and may later enable true resistance, but the continuum of drug-induced persistence is not well understood.
- What they did: The framework incorporates experimental observations of phenotypic variation across single-cell clones and considers how the drug itself may enhance the survival strategy.
- The result: It predicts an optimum drug concentration and an optimum drug holiday schedule to minimize the persistence-based threat, implying actionable treatment timing.
The findingWhy it mattersWhat they didThe result