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Updated: May 21, 2025

Characterize Disease-related Mutants of RAF Family Kinases by Using a Set of Practical and Feasible Methods
Published on: July 17, 2019
Signaling and transcriptional dynamics underlying early adaptation to oncogenic BRAF inhibition
Cameron T Flower1, Chunmei Liu2, Hui-Yu Chuang2
1Center for Precision Cancer Medicine, Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA; Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA; Program in Computational and Systems Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.
Abstract:
A major contributor to poor sensitivity to anti-cancer kinase inhibitor therapy is drug-induced cellular adaptation, whereby remodeling of signaling and gene regulatory networks permits a drug-tolerant phenotype. Here, we resolve the scale and kinetics of critical subcellular events following oncogenic kinase inhibition and preceding cell cycle re-entry, using mass spectrometry-based phosphoproteomics and RNA sequencing (RNA-seq) to monitor the dynamics of thousands of growth- and survival-related signals over the first minutes, hours, and days of oncogenic BRAF inhibition in human melanoma cells. We observed sustained inhibition of the BRAF-ERK axis, gradual downregulation of cell cycle signaling, and three distinct, reversible phase transitions toward quiescence. Statistical inference of kinetically defined regulatory modules revealed a dominant compensatory induction of SRC family kinase (SFK) signaling, promoted in part by excess reactive oxygen species, rendering cells sensitive to co-treatment with an SFK inhibitor in vitro and in vivo, underscoring the translational potential for assessing early drug-induced adaptive signaling. A record of this paper's transparent peer review process is included in the supplemental information.
Insights
Drug-induced adaptation limits anti-cancer therapy. This study reveals BRAF inhibitor therapy triggers compensatory SRC family kinase (SFK) signaling, suggesting co-treatment for improved outcomes in melanoma.
Area of Science:
- Oncology
- Molecular Biology
- Cellular Signaling
Background:
- Drug-induced cellular adaptation is a key mechanism of resistance to anti-cancer kinase inhibitor therapies.
- Understanding the dynamic cellular events following kinase inhibition is crucial for developing effective treatment strategies.
Purpose of the Study:
- To resolve the scale and kinetics of subcellular events after oncogenic BRAF inhibition in melanoma cells.
- To identify adaptive signaling networks that promote drug tolerance and cell cycle re-entry.
Main Methods:
- Utilized mass spectrometry-based phosphoproteomics and RNA sequencing (RNA-seq) to dynamically monitor thousands of growth- and survival-related signals.
- Analyzed data over minutes, hours, and days following oncogenic BRAF inhibition in human melanoma cells.
Main Results:
- Observed sustained inhibition of the BRAF-ERK pathway and gradual downregulation of cell cycle signaling.
- Identified three distinct, reversible phase transitions toward cellular quiescence.
- Revealed compensatory induction of SRC family kinase (SFK) signaling, partly mediated by reactive oxygen species.
Conclusions:
- Early adaptive signaling, particularly SFK induction, is a critical determinant of drug tolerance.
- Co-treatment with an SFK inhibitor demonstrated enhanced efficacy in vitro and in vivo.
- Assessing early drug-induced adaptive signaling holds translational potential for optimizing cancer therapy.
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