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Modifying Adaptive Therapy to Enhance Competitive Suppression

Elsa Hansen, Andrew F. Read

2020Cancers53 citationsDOIOpen Access PDF

Abstract

Adaptive therapy is a promising new approach to cancer treatment. It is designed to leverage competition between drug-sensitive and drug-resistant cells in order to suppress resistance and maintain tumor control for longer. Prompted by encouraging results from a recent pilot clinical trial, we evaluate the design of this initial test of adaptive therapy and identify three simple modifications that should improve performance. These modifications are designed to increase competition and are easy to implement. Using the mathematical model that supported the recent adaptive therapy trial, we show that the suggested modifications further delay time to tumor progression and also increase the range of patients who can benefit from adaptive therapy.

Topics & Concepts

Leverage (statistics)Adaptive designCancer therapyComputer scienceMedicineClinical trialCancerArtificial intelligenceInternal medicineMathematical Biology Tumor GrowthCancer Genomics and DiagnosticsStatistical Methods in Clinical Trials