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Updated: May 24, 2026

Assessing Specificity of Anticancer Drugs In Vitro
Published on: March 23, 2016
The Valley of Death in anticancer drug development: a reassessment
1Department of Medicine, Duke University Health System, Duke Box # 2638, Research Drive, Durham, NC 27710, USA. adams041@mc.duke.edu
Abstract:
The past decade has seen an explosion in our understanding of cancer biology and with it many new potential disease targets. Nonetheless, our ability to translate these advances into therapies is poor, with a failure rate approaching 90%. Much discussion has been devoted to this so-called 'Valley of Death' in anticancer drug development, but the problem persists. Could we have overlooked some straightforward explanations to this highly complex problem? Important aspects of tumor physiology, drug pharmacokinetics, preclinical models, drug delivery, and clinical translation are not often emphasized, but could be crucial. This perspective summarizes current views on the problem and suggests feasible alternatives.
Insights
Despite advances in cancer biology, anticancer drug development faces a 90% failure rate. This perspective explores overlooked factors in tumor physiology, pharmacokinetics, and preclinical models that hinder clinical translation.
Area of Science:
- Oncology
- Pharmacology
- Translational Medicine
Background:
- Recent decades show significant progress in understanding cancer biology and identifying potential therapeutic targets.
- However, a high failure rate (approaching 90%) persists in translating these discoveries into effective anticancer therapies, a challenge known as the 'Valley of Death'.
Purpose of the Study:
- To re-evaluate the persistent challenges in anticancer drug development.
- To identify potentially overlooked factors contributing to the high failure rate in clinical translation.
- To propose feasible alternative strategies for improving anticancer drug development.
Main Methods:
- Review and synthesis of current perspectives on the 'Valley of Death' in anticancer drug development.
- Analysis of critical, yet often underemphasized, aspects of tumor physiology, drug pharmacokinetics, preclinical models, drug delivery, and clinical translation.
Main Results:
- The high failure rate in anticancer drug development may stem from overlooking fundamental aspects of cancer biology and drug action.
- Key areas such as tumor microenvironment, drug metabolism, and the predictive validity of preclinical models require greater emphasis.
Conclusions:
- Addressing the 'Valley of Death' requires a renewed focus on fundamental scientific and logistical challenges in drug development.
- Integrating a deeper understanding of tumor physiology and optimizing preclinical models are crucial for successful clinical translation of novel anticancer agents.
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