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Updated: Feb 20, 2026

Author Spotlight: Integrating Computational and Experimental Approaches in Precision Oncology
Published on: December 1, 2023
Precision oncology: neither a silver bullet nor a dream
Nora S Sánchez1, Gordon B Mills1,2, Kenna R Mills Shaw1
1Sheikh Khalifa Bin Zayed Al Nahyan Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
Precision oncology offers targeted cancer therapies, not a cure-all. Integrating its successes into clinical practice requires realistic expectations and revised trial designs for this evolving field.
Area of Science:
- Oncology
- Genetics
- Pharmacology
Background:
- Precision oncology aims to tailor cancer treatments based on individual genetic profiles.
- It emerged as an alternative to traditional 'one-size-fits-all' approaches.
- Current evaluation methods for large-scale trials may not suit precision oncology's smaller-scale studies.
Purpose of the Study:
- To advocate for the integration of precision oncology successes into clinical practice.
- To redefine expectations for precision oncology's role in cancer treatment.
- To highlight the need for revised clinical trial designs and endpoint measurements for precision oncology.
Main Methods:
- Review of existing data on targeted therapies and genetic aberrations.
- Analysis of the limitations of conventional clinical trial designs for precision oncology.
- Discussion of the necessity for new evaluation metrics tailored to precision oncology.
Main Results:
- Identified specific genetic targets (e.g., ABL, ALK, BRAF, BRCA1/2, EGFR, KIT, KRAS, PDGFRA/B, FLT3, ROS1) with FDA-approved drugs, demonstrating Level 1 evidence.
- Highlighted that current trial evaluation tools are inadequate for precision oncology.
- Emphasized that most targeted therapies are in early stages, with combination therapies potentially crucial for future success.
Conclusions:
- Precision oncology is a valuable tool, not a universal cure for cancer.
- Successful integration requires realistic expectations and adaptation of clinical trial methodologies.
- Further research into combination therapies is essential to fully realize precision oncology's potential.
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