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Updated: Mar 10, 2026

Characterize Disease-related Mutants of RAF Family Kinases by Using a Set of Practical and Feasible Methods
Published on: July 17, 2019
Activity-Based Protein Profiling Shows Heterogeneous Signaling Adaptations to BRAF Inhibition
Ritin Sharma1, Inna Fedorenko1, Paige T Spence1
1Molecular Oncology, ‡Tumor Biology, §Cutaneous Oncology, and ∥The Chemical Biology and Molecular Medicine Program, Moffitt Cancer Center & Research Institute , 12902 Magnolia Drive, Tampa, Florida 33612, United States.
Abstract:
Patients with BRAF V600E mutant melanoma are typically treated with targeted BRAF kinase inhibitors, such as vemurafenib and dabrafenib. Although these drugs are initially effective, they are not curative. Most of the focus to date has been upon genetic mechanisms of acquired resistance; therefore, we must better understand the global signaling adaptations that mediate escape from BRAF inhibition. In the current study, we have used activity-based protein profiling (ABPP) with ATP-analogue probes to enrich kinases and other enzyme classes that contribute to BRAF inhibitor (BRAFi) resistance in four paired isogenic BRAFi-naïve/resistant cell line models. Our analysis showed these cell line models, which also differ in their PTEN status, have considerable heterogeneity in their kinase ATP probe uptake in comparing both naïve cells and adaptations to chronic drug exposure. A number of kinases including FAK1, SLK, and TAOK2 had increased ATP probe uptake in BRAFi resistant cells, while KHS1 (M4K5) and BRAF had decreased ATP probe uptake in the BRAFi-resistant cells. Gene ontology (GO) enrichment analysis revealed BRAFi resistance is associated with a significant enhancement in ATP probe uptake in proteins implicated in cytoskeletal organization and adhesion, and decreases in ATP probe uptake in proteins associated with cell metabolic processes. The ABPP approach was able to identify key phenotypic mediators critical for each BRAFi resistant cell line. Together, these data show that common phenotypic adaptations to BRAF inhibition can be mediated through very different signaling networks, suggesting considerable redundancy within the signaling of BRAF mutant melanoma cells.
Insights
BRAF inhibitor resistance in melanoma involves diverse signaling adaptations, not just genetic changes. Activity-based protein profiling reveals varied kinase activity in resistant cells, highlighting cytoskeletal and adhesion pathways.
Area of Science:
- Oncology
- Molecular Biology
- Biochemistry
Background:
- BRAF V600E mutant melanoma is treated with BRAF kinase inhibitors (BRAFi), but resistance develops.
- Understanding resistance mechanisms beyond genetics is crucial for effective melanoma treatment.
Purpose of the Study:
- To investigate global signaling adaptations mediating escape from BRAF inhibition using activity-based protein profiling (ABPP).
- To identify kinases and enzyme classes contributing to BRAF inhibitor resistance in melanoma cell lines.
Main Methods:
- Utilized ABPP with ATP-analogue probes to enrich kinases in isogenic BRAFi-naïve and resistant melanoma cell lines.
- Analyzed kinase ATP probe uptake heterogeneity and performed Gene Ontology (GO) enrichment analysis.
Main Results:
- BRAFi resistance showed heterogeneity in kinase ATP probe uptake, with some kinases (FAK1, SLK, TAOK2) increasing and others (KHS1, BRAF) decreasing.
- GO analysis indicated BRAFi resistance is linked to enhanced uptake in cytoskeletal organization/adhesion proteins and decreased uptake in metabolic process proteins.
Conclusions:
- BRAF inhibitor resistance in melanoma involves diverse signaling networks and phenotypic adaptations.
- Significant redundancy exists within the signaling pathways of BRAF mutant melanoma cells, impacting treatment efficacy.
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