A river model to map convergent cancer evolution and guide therapy in RCC
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Updated: Mar 30, 2026

A Syngeneic Mouse Model of Metastatic Renal Cell Carcinoma for Quantitative and Longitudinal Assessment of Preclinical Therapies
Published on: April 12, 2017
Elizabeth Y Wei1, James J Hsieh2
1Human Oncology and Pathogenesis Program, 1275 York Avenue, Box 20, New York, NY 10065, USA.
Abstract:
Intratumoural heterogeneity in clear cell renal cell carcinoma (ccRCC) complicates identification and validation of biomarkers and thwarts attempts to improve precision medicine. Efforts to depict intratumoural heterogeneity and to pinpoint strategies for disease control resulted in the creation of the trunk-branch model of mutational cancer evolution, which emphasizes targeting trunk mutations. However, most patients with ccRCC receiving current therapeutics that target these mutations, such as inhibitors of vascular endothelial growth factors, eventually develop resistance. A novel paradigm might improve depiction of cancer evolution and advise therapeutic selection: the river model is based on findings from multiregion sequencing in samples from exceptional responders to mTOR inhibitors. The accumulating data on genotypic and phenotypic convergence in renal cell carcinoma and other malignancies can be used to examine how a mutable river model might best describe clinically significant phenotype-convergent events that could guide effective cancer control. This model originates from studying exceptional responders and its generalizability awaits validation.
Insights
A new river model may improve understanding of clear cell renal cell carcinoma (ccRCC) evolution and guide treatment by focusing on phenotype-convergent events, moving beyond the trunk-branch model for better precision medicine.
Area of Science:
- Oncology
- Genomics
- Cancer Evolution
Background:
- Intratumoural heterogeneity in clear cell renal cell carcinoma (ccRCC) presents challenges for biomarker discovery and precision medicine.
- Current therapies targeting trunk mutations in ccRCC often lead to acquired resistance.
Purpose of the Study:
- To propose a novel 'river model' paradigm for understanding cancer evolution and guiding therapeutic selection in ccRCC.
- To explore the potential of phenotype-convergent events in guiding cancer control strategies.
Main Methods:
- Analysis of multiregion sequencing data from exceptional responders to mTOR inhibitors.
- Examination of genotypic and phenotypic convergence in renal cell carcinoma and other cancers.
Main Results:
- The river model offers a new perspective on cancer evolution, potentially improving the depiction of clinically significant events.
- Exceptional responders to mTOR inhibitors provide insights into this mutable model.
Conclusions:
- The river model, originating from studies of exceptional responders, may offer a more effective approach to understanding ccRCC evolution.
- Further validation is required to establish the generalizability and clinical utility of the river model.
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