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Updated: Aug 24, 2025

Spatial and Temporal Control of Murine Melanoma Initiation from Mutant Melanocyte Stem Cells
Published on: June 7, 2019
SRC-RAC1 signaling drives drug resistance to BRAF inhibition in de-differentiated cutaneous melanomas
Eliot Y Zhu1,2,3,4, Jesse D Riordan1,2, Marion Vanneste2,5
1Department of Anatomy and Cell Biology, The University of Iowa, Iowa City, IA, USA.
Abstract:
Rare gain-of-function mutations in RAC1 drive drug resistance to targeted BRAF inhibition in cutaneous melanoma. Here, we show that wildtype RAC1 is a critical driver of growth and drug resistance, but only in a subset of melanomas with elevated markers of de-differentiation. Similarly, SRC inhibition also selectively sensitized de-differentiated melanomas to BRAF inhibition. One possible mechanism may be the suppression of the de-differentiated state, as SRC and RAC1 maintained markers of de-differentiation in human melanoma cells. The functional differences between melanoma subtypes suggest that the clinical management of cutaneous melanoma can be enhanced by the knowledge of differentiation status. To simplify the task of classification, we developed a binary classification strategy based on a small set of ten genes. Using this gene set, we reliably determined the differentiation status previously defined by hundreds of genes. Overall, our study informs strategies that enhance the precision of BRAFi by discovering unique vulnerabilities of the de-differentiated cutaneous melanoma subtype and creating a practical method to resolve differentiation status.
Insights
Wildtype RAC1 and SRC drive drug resistance in de-differentiated cutaneous melanoma. A ten-gene panel simplifies classifying melanoma differentiation status for targeted therapy.
Area of Science:
- Oncology
- Dermatology
- Molecular Biology
Background:
- Targeted BRAF inhibition is a key treatment for cutaneous melanoma.
- Drug resistance, often driven by mutations like RAC1, limits BRAF inhibitor efficacy.
- Melanoma subtypes exhibit distinct biological behaviors and treatment responses.
Purpose of the Study:
- To investigate the role of wildtype RAC1 and SRC in BRAF inhibitor resistance in cutaneous melanoma.
- To identify biomarkers for predicting response to targeted therapies.
- To develop a simplified method for classifying melanoma differentiation status.
Main Methods:
- Analysis of wildtype RAC1 and SRC activity in melanoma cell lines.
- Assessment of drug sensitivity to BRAF inhibitors in relation to differentiation markers.
- Development and validation of a ten-gene classifier for melanoma differentiation status.
Main Results:
- Wildtype RAC1 drives growth and drug resistance in de-differentiated melanomas.
- SRC inhibition selectively sensitizes de-differentiated melanomas to BRAF inhibition.
- A ten-gene panel accurately classifies melanoma differentiation status, simplifying previous hundreds-of-genes methods.
Conclusions:
- De-differentiation status is a critical factor in BRAF inhibitor response in cutaneous melanoma.
- Targeting RAC1 and SRC presents potential therapeutic strategies for de-differentiated melanomas.
- A practical gene-based classification system can enhance precision medicine for melanoma treatment.
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