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A braided cancer river connects tumor heterogeneity and precision medicine
James J Hsieh1, Emily H Cheng2,3
1Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA. hsiehj@mskcc.org.
Abstract:
With the ever-increasing complexity of tumor heterogeneity (TH) discovered through cancer genome sequencing, it is apparent that TH has become the biggest hurdle for precision cancer therapeutics. Through studying the genomics of exceptional responders to targeted therapeutic agents in kidney cancer, we demonstrated parallel convergent gene/pathway/capability/function evolution of kidney cancer in the context of TH, which prompted us to propose a new cancer evolution model "the braided cancer river model". Based on this model, we might be able to outsmart a given cancer type within an individual patient through simultaneously inhibiting preferred parallel pathways or sequential nodes. Thus, the goals of this perspective are to define tumor heterogeneity, discuss tumor evolution, introduce braided cancer river model, and improve precision medicine.
Insights
Tumor heterogeneity (TH) complicates cancer treatment. Studying kidney cancer revealed parallel evolutionary paths, leading to the "braided cancer river model" to improve precision medicine.
Area of Science:
- Oncology
- Genomics
- Cancer Evolution
Background:
- Tumor heterogeneity (TH) presents a significant challenge for effective precision cancer therapeutics.
- Advances in cancer genome sequencing highlight the increasing complexity of TH.
Purpose of the Study:
- To define tumor heterogeneity and discuss cancer evolution.
- To introduce the novel
- braided cancer river model
- for understanding cancer progression.
- To propose strategies for improving precision medicine.
Main Methods:
- Genomic analysis of exceptional responders to targeted therapies in kidney cancer.
- Investigating parallel convergent evolution of genes, pathways, and functions within the context of TH.
Main Results:
- Demonstrated parallel convergent gene, pathway, capability, and function evolution in kidney cancer.
- Identified TH as a major obstacle in developing targeted cancer therapies.
Conclusions:
- The proposed
- braided cancer river model
- offers a new framework for understanding cancer evolution.
- Simultaneously inhibiting parallel pathways or sequential nodes may outsmart cancer within individual patients.
- This model has the potential to enhance the efficacy of precision medicine.
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