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Updated: Jun 21, 2025

Author Spotlight: Radiotherapy and Clonogenic Assays for Advancing Cancer Research and Personalized Medicine
Published on: April 5, 2024
Cellular adaptation to cancer therapy along a resistance continuum
Gustavo S França1,2, Maayan Baron1, Benjamin R King2,3
1Institute for Computational Medicine, NYU Grossman School of Medicine, New York, NY, USA.
Abstract:
Advancements in precision oncology over the past decades have led to new therapeutic interventions, but the efficacy of such treatments is generally limited by an adaptive process that fosters drug resistance1. In addition to genetic mutations2, recent research has identified a role for non-genetic plasticity in transient drug tolerance3 and the acquisition of stable resistance4,5. However, the dynamics of cell-state transitions that occur in the adaptation to cancer therapies remain unknown and require a systems-level longitudinal framework. Here we demonstrate that resistance develops through trajectories of cell-state transitions accompanied by a progressive increase in cell fitness, which we denote as the 'resistance continuum'. This cellular adaptation involves a stepwise assembly of gene expression programmes and epigenetically reinforced cell states underpinned by phenotypic plasticity, adaptation to stress and metabolic reprogramming. Our results support the notion that epithelial-to-mesenchymal transition or stemness programmes-often considered a proxy for phenotypic plasticity-enable adaptation, rather than a full resistance mechanism. Through systematic genetic perturbations, we identify the acquisition of metabolic dependencies, exposing vulnerabilities that can potentially be exploited therapeutically. The concept of the resistance continuum highlights the dynamic nature of cellular adaptation and calls for complementary therapies directed at the mechanisms underlying adaptive cell-state transitions.
Insights
Cancer cells adapt to therapies through a
Area of Science:
- Oncology
- Cancer Biology
- Systems Biology
Background:
- Precision oncology offers targeted therapies, but drug resistance limits efficacy.
- Non-genetic plasticity contributes to both transient drug tolerance and stable resistance.
- The dynamics of cell-state transitions during therapy adaptation are not well understood.
Purpose of the Study:
- To investigate the longitudinal dynamics of cell-state transitions in response to cancer therapies.
- To define a systems-level framework for understanding the development of drug resistance.
- To identify therapeutic vulnerabilities arising from adaptive cellular changes.
Main Methods:
- Longitudinal, systems-level framework to track cell-state transitions.
- Analysis of gene expression programs and epigenetic modifications.
- Systematic genetic perturbations to identify metabolic dependencies.
Main Results:
- Drug resistance emerges via trajectories of cell-state transitions, termed the 'resistance continuum'.
- Cellular adaptation involves stepwise gene expression assembly, epigenetic reinforcement, and metabolic reprogramming.
- Epithelial-to-mesenchymal transition and stemness programs facilitate adaptation but are not full resistance mechanisms.
- Acquisition of metabolic dependencies reveals potential therapeutic targets.
Conclusions:
- The 'resistance continuum' model explains dynamic cellular adaptation to cancer therapies.
- Phenotypic plasticity, stress adaptation, and metabolic reprogramming are key to resistance.
- Targeting adaptive cell-state transitions with complementary therapies is a promising strategy.
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