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Updated: Jun 20, 2026

Implementation of In Vitro Drug Resistance Assays: Maximizing the Potential for Uncovering Clinically Relevant Resistance Mechanisms
Published on: December 9, 2015
Drug-induced resistance evolution necessitates less aggressive treatment
Teemu Kuosmanen1, Johannes Cairns1, Robert Noble2,3,4
1Organismal and Evolutionary Biology Research Programme, Department of Computer Science, University of Helsinki, Helsinki, Finland.
Anticancer and antimicrobial therapies can increase drug resistance by raising mutation rates. Optimal treatment may involve less aggressive strategies to maximize cure probability by balancing population reduction and resistance evolution.
Area of Science:
- Evolutionary biology
- Pharmacology
- Cancer research
Background:
- Anticancer and antimicrobial therapies can inadvertently increase drug resistance by elevating mutation rates.
- Understanding the biological costs of treatment, such as induced mutability, is crucial for effective population control.
Purpose of the Study:
- To identify and characterize the trade-off between reducing target population size and generating treatment-induced mutations.
- To develop an evolutionarily informed treatment protocol that optimizes cure probability.
Main Methods:
- Mathematical modeling to link growth rate, pharmacodynamics, and dose-dependent mutation rates.
- Analysis of the relationship between drug dosage and treatment outcomes, considering both population decay and resistance evolution.
Main Results:
- The probability of cure is maximized at an intermediate drug dosage, not necessarily the one causing maximal population decay.
- A general analytical relationship was derived for optimal control laws considering eco-evolutionary costs.
- Less aggressive treatment strategies may improve outcomes by mitigating the generation of resistance mutations.
Conclusions:
- Standard high-dose therapy practices may be suboptimal due to the evolutionary costs of treatment.
- Identifying and quantifying the mutagenic effects of therapies is essential for improving treatment efficacy.
- Further experimental and clinical research is needed to investigate the hidden collateral costs of therapies, including mutagenicity.
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