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Updated: Apr 28, 2026

Implementation of In Vitro Drug Resistance Assays: Maximizing the Potential for Uncovering Clinically Relevant Resistance Mechanisms
Published on: December 9, 2015
Gaps and paths forward in cancer pharmacology and translational research
Elizabeth A Hughes1, Lindsay L Davenport1, Christopher Zdyrski2
1Pharmaceutical and Biomedical Science, College of Pharmacy, UGA, Athens, GA, United States.
Abstract:
As drug development costs continue to rise, there is a need to reframe how drug efficacy is evaluated in preclinical models to reduce the rate of false positives. The "valley of death" refers to the gap between bench research and clinical translation. In particular, oncology chemotherapies have the highest rate of drug failure compared to other drug classes. While there has been progress in overall cancer survival, some cancers and patient populations still have a poor prognosis. To bridge the gaps of drug failure and aid underserved patient populations, drug translation cannot be viewed as a purely linear process, but one in which continual refinement is used to create more efficacious drug candidates. Additionally, pharmacokinetic-pharmacodynamic modeling could prove instrumental in better understanding drug efficacy in cellular models and in evaluating clinical translation potential with greater accuracy. The path forward in clinical pharmacology is to view drug development and efficacy as a dynamic process rather than a purely linear fashion. This review discusses traditional pharmacodynamic and pharmacokinetic evaluation methods, as well as pharmacokinetic-pharmacodynamic models of tumor growth inhibition.
Insights
Reframing preclinical drug efficacy evaluation is crucial to reduce costly failures in oncology drug development. Integrating pharmacokinetic-pharmacodynamic modeling offers a dynamic approach for better drug translation and improved patient outcomes.
Area of Science:
- Clinical pharmacology and drug development
- Preclinical oncology research
- Pharmacokinetic-pharmacodynamic (PK-PD) modeling
Background:
- Rising drug development costs necessitate improved preclinical efficacy evaluation to minimize false positives.
- The "valley of death" highlights the significant gap between preclinical research and clinical translation, particularly for oncology chemotherapies.
- Despite advances, certain cancers and patient groups still face poor prognoses, underscoring the need for more effective drug candidates.
Purpose of the Study:
- To propose a reframed approach to drug efficacy evaluation in preclinical models.
- To emphasize the role of pharmacokinetic-pharmacodynamic (PK-PD) modeling in enhancing drug translation.
- To advocate for viewing drug development as a dynamic, iterative process rather than a linear one.
Main Methods:
- Review of traditional pharmacodynamic (PD) and pharmacokinetic (PK) evaluation methods.
- Discussion of pharmacokinetic-pharmacodynamic (PK-PD) models applied to tumor growth inhibition.
- Analysis of strategies to bridge the gap between bench research and clinical application.
Main Results:
- Traditional methods may not fully capture drug efficacy, contributing to high failure rates.
- PK-PD modeling provides a more accurate assessment of drug efficacy in cellular models.
- A dynamic, continually refined approach to drug development can yield more efficacious candidates.
Conclusions:
- Rethinking preclinical drug efficacy assessment is essential to reduce the high failure rate of oncology drugs.
- Pharmacokinetic-pharmacodynamic modeling is instrumental for accurate evaluation of drug efficacy and clinical translation potential.
- Adopting a dynamic perspective in drug development is key to improving therapeutic outcomes and aiding underserved patient populations.
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