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Updated: Apr 23, 2026

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
Is target validation all we need?
Melanie M Frigault1, J Carl Barrett1
1Oncology Translational Science, AstraZeneca, Waltham, MA, USA.
Abstract:
Targeted therapy for cancer treatment has required a shift in drug development approaches from broad treatment with chemotherapies, to the development of precision medicines that are specific for clinical targets. Cancer biology is widely studied and translating these findings into efficacious targeted therapies requires more than just target validation. Targets identified pre-clinically must be reproducible in other models that harbor the target. In addition, the extent and duration with which the target is modulated is at times essential for efficacy. Further, not only the target is of focus but also any inherent feedback mechanisms or mechanisms of acquired resistance should be understood to optimize chemistry of agents in development to target the tumor biology and to inform on combination approaches. Another element of a target that will likely contribute to successful clinical validation include the impact of target intra-tumor and inter-tumor heterogeneity on clinical efficacy. Taken together, to answer the question Is target validation all we need? We highlight a few elements of tumor biology and drug chemistry that if understood, may increase the successful clinical validation of new targets and therefore provide more targeted treatment options for this disease.
Insights
Target validation alone is insufficient for effective cancer therapies. Understanding tumor biology, drug chemistry, and resistance mechanisms is crucial for successful precision medicine development.
Area of Science:
- Oncology
- Pharmacology
- Cancer Biology
Background:
- The development of targeted cancer therapies represents a paradigm shift from traditional chemotherapy.
- Precision medicines require a deep understanding of cancer biology beyond simple target identification.
Purpose of the Study:
- To evaluate whether target validation is sufficient for the development of efficacious targeted cancer therapies.
- To identify key elements of tumor biology and drug chemistry that influence clinical validation of novel targets.
Main Methods:
- Review of current approaches in targeted cancer therapy development.
- Analysis of factors influencing the clinical efficacy of targeted agents, including target reproducibility, modulation, resistance, and heterogeneity.
Main Results:
- Target validation is a necessary but not sufficient step in developing targeted cancer therapies.
- Reproducibility of targets, extent and duration of target modulation, feedback loops, acquired resistance mechanisms, and tumor heterogeneity significantly impact clinical success.
- Understanding these biological and chemical factors is essential for optimizing drug development and combination strategies.
Conclusions:
- Successful clinical validation of targeted cancer therapies requires a comprehensive understanding of tumor biology and drug chemistry.
- Addressing target reproducibility, modulation dynamics, resistance, and heterogeneity can enhance the development of more effective precision medicines.
- Further research into these elements will improve targeted treatment options for cancer patients.
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