A Pan-Cancer Preclinical Validation Framework for Organoid-Based Drug Sensitivity Testing

Read full text
Authors: J. K. Shang, Caixia Xia, Zilin Xu, Sheng Tu, Gang Li, Fangjin Chen, Lingao Ju, Gang Wang, Yu Xiao, Kaiyu Qian
Cited by: 1
References: 36

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