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Updated: Jan 3, 2026

Characterize Disease-related Mutants of RAF Family Kinases by Using a Set of Practical and Feasible Methods
Published on: July 17, 2019
Clonal selection confers distinct evolutionary trajectories in BRAF-driven cancers
Priyanka Gopal1,2, Elif Irem Sarihan1, Eui Kyu Chie3
12111 East 96th St/NE-6, Department of Translational Hematology Oncology Research, Cleveland Clinic, Cleveland, OH, 44106, USA.
Tumor evolution towards distinct phylogenetic branches is driven by BRAF mutations. Understanding BRAF clonal dynamics, including hard and soft sweeps, informs targeted therapy strategies for cancer treatment.
Area of Science:
- Cancer Genomics
- Evolutionary Biology
- Molecular Oncology
Background:
- The evolutionary trajectories of tumor subclones, whether branching or fixing, are not fully understood.
- BRAF mutations are common drivers in various cancers, but their varying impact on clonal evolution requires elucidation.
Purpose of the Study:
- To model the propagation and selection of clones with different BRAF mutations.
- To estimate the evolutionary trajectories and selection strengths of tumor subclones.
- To investigate how BRAF clonal dynamics influence therapeutic responses.
Main Methods:
- Utilized sequencing data to model clonal propagation and selection.
- Developed computational models to estimate evolutionary trajectories.
- Employed clonal reconstructions to quantify driver selection strength.
- Used tumor cells and murine xenografts for experimental validation.
Main Results:
- Strongly activating BRAF mutations exhibit hard sweep dynamics.
- Less activating BRAF mutations result in soft sweeps or remain subclonal.
- Tumor sweep dynamics significantly impact responses to BRAF/MEK inhibitors and DNA damaging agents.
Conclusions:
- Distinct BRAF clonal evolutionary dynamics were uncovered.
- The identity of BRAF mutations and clonal composition dictate therapeutic strategies.
- This research nominates novel therapeutic approaches based on specific BRAF mutation profiles.
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