A Pan-Cancer Preclinical Validation Framework for Organoid-Based Drug Sensitivity Testing
Abstract
Patient-derived organoids (PDOs) provide ex vivo functional models that capture tumor drug-response patterns across multiple cancer types. Organoid drug sensitivity testing (ODST) has accumulated supportive evidence in single-tumor studies, yet it lacks a pan-cancer biostatistical framework that can support multi-cancer clinical decision-making. This article presents a pan-cancer ODST validation framework that integrates evidence synthesis, regulatory mapping, and adaptive trial design. The framework specifies analytical-performance standards, a three-stage validation architecture, and an explicit cross-tumor portability coefficient that quantifies the transferability of validated evidence among cancer types. Implementation barriers, including heterogeneous tissue-collection standards, variable establishment success, immunotherapy modeling limitations, and regulatory misalignment, are identified, and corresponding mitigation strategies are described. The framework supports a structured pathway from analytical validity to clinical utility for ODST across solid-tumor indications.
Fields of Study & Subjects
Cancer Cells and Metastasis
Cancer Genomics and Diagnostics
Mathematical Biology Tumor Growth
Publication details
- Journal / source
- Organoids
- Publisher
- MDPI AG
- Volume
- 5
- Issue
- 2
- Pages
- 19–19
- Publication date
- 12 June 2026
- Language
- EN