A Targeted Quantitative Proteomic Approach Assesses the Reprogramming of Small GTPases during Melanoma Metastasis

Cancer Res. 2018 Sep 15;78(18):5431-5445. doi: 10.1158/0008-5472.CAN-17-3811. Epub 2018 Aug 2.

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.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Biomarkers / metabolism
  • Cell Line, Tumor
  • Cell Movement
  • Computational Biology / methods
  • DNA Methylation
  • Disease Progression
  • Epigenesis, Genetic
  • Fibroblasts / metabolism
  • Gene Expression Regulation, Neoplastic
  • HCT116 Cells
  • HEK293 Cells
  • Humans
  • Isotope Labeling
  • Jurkat Cells
  • MCF-7 Cells
  • Melanoma / enzymology*
  • Melanoma / pathology
  • Microphthalmia-Associated Transcription Factor / metabolism
  • Monomeric GTP-Binding Proteins / metabolism*
  • Neoplasm Metastasis
  • Prognosis
  • Promoter Regions, Genetic
  • Proteomics / methods*
  • Signal Transduction
  • Skin Neoplasms / enzymology*
  • Skin Neoplasms / pathology
  • rab GTP-Binding Proteins / metabolism
  • rab27 GTP-Binding Proteins / metabolism

Substances

  • Biomarkers
  • MITF protein, human
  • Microphthalmia-Associated Transcription Factor
  • rab27 GTP-Binding Proteins
  • RAB38 protein, human
  • RAB27A protein, human
  • Monomeric GTP-Binding Proteins
  • rab GTP-Binding Proteins