Related Experiment Video
Updated: Feb 7, 2026

A Robust Discovery Platform for the Identification of Novel Mediators of Melanoma Metastasis
Published on: March 8, 2022
A Targeted Quantitative Proteomic Approach Assesses the Reprogramming of Small GTPases during Melanoma Metastasis
Ming Huang1, Tianyu F Qi1, Lin Li2
1Environmental Toxicology Graduate Program, University of California, Riverside, Riverside, California.
Abstract:
Small GTPases of the Ras superfamily are master regulators of intracellular trafficking and constitute essential signaling components in all eukaryotes. Aberrant small GTPase signaling is associated with a wide spectrum of human diseases, including cancer. Here, we developed a high-throughput, multiple reaction monitoring-based workflow, coupled with stable isotope labeling by amino acids in cell culture, for targeted quantification of approximately 100 small GTPases in cultured human cells. Using this method, we investigated the differential expression of small GTPases in three pairs of primary and metastatic melanoma cell lines. Bioinformatic analyses of The Cancer Genome Atlas data and other publicly available data as well as cell-based assays revealed previously unrecognized roles of RAB38 in promoting melanoma metastasis. Diminished promoter methylation and the subsequent augmented binding of transcription factor MITF contributed to elevated expression of RAB38 gene in metastatic versus primary melanoma cells. Moreover, RAB38 promoted invasion of cultured melanoma cells by modulating the expression and activities of matrix metalloproteinases-2 and -9. Together, these data establish a novel targeted proteomic method for interrogating the small GTPase proteome in human cells and identify epigenetic reactivation of RAB38 as a contributing factor to metastatic transformation in melanoma.Significance: A novel quantitative proteomic method leads to the discovery of RAB38 as a new driver of metastasis in melanoma. Cancer Res; 78(18); 5431-45. ©2018 AACR.
Insights
Researchers developed a new proteomic method to quantify small GTPases. This method identified RAB38 as a key driver of melanoma metastasis through epigenetic changes.
Area of Science:
- Molecular Biology
- Proteomics
- Cancer Research
Background:
- Small GTPases regulate intracellular trafficking and signaling, and their dysregulation is linked to diseases like cancer.
- Aberrant small GTPase signaling is implicated in various human diseases, including cancer.
Purpose of the Study:
- To develop a high-throughput method for quantifying small GTPases.
- To investigate the role of small GTPases in melanoma metastasis.
Main Methods:
- Developed a high-throughput, multiple reaction monitoring-based workflow with stable isotope labeling for targeted quantification of ~100 small GTPases.
- Analyzed differential expression of small GTPases in primary and metastatic melanoma cell lines.
- Utilized bioinformatic analyses of The Cancer Genome Atlas and cell-based assays.
Main Results:
- Identified RAB38 as a novel factor promoting melanoma metastasis.
- Found diminished promoter methylation and increased MITF binding leading to elevated RAB38 expression in metastatic melanoma.
- Demonstrated that RAB38 promotes melanoma cell invasion by modulating matrix metalloproteinases-2 and -9.
Conclusions:
- Established a novel targeted proteomic method for small GTPase analysis.
- Identified epigenetic reactivation of RAB38 as a contributor to melanoma metastasis.
- RAB38 is a potential therapeutic target for melanoma treatment.
Related Concept Videos
GTPases and their Regulation
Large G-proteins,...
GTPases and their Regulation
Coat Assembly and GTPases
Coat assembly depends on the local availability of phosphatidylinositol phosphates or PIPs and GTP-binding proteins. Adaptor proteins, which link the coat proteins to the membrane, bind to these PIPs and play a crucial role in controlling...
Small GTPases - Ras and Rho
Three regulatory proteins control their activity:
Metastasis
Epithelial-to-Mesenchymal Transition
The epithelial-to-mesenchymal transition or EMT is a developmental process commonly observed in wound healing, embryogenesis, and cancer metastasis. EMT is induced by transforming growth factor-beta (TGF-β) or receptor tyrosine kinase (RTK) ligands, which further...
Proteomics
Proteomics is the study of proteomes' function. It involves the large-scale systematic study of the proteome to denote the protein complement expressed by a genome. Scientist Mark Wilkins coined the term...

