Defining Protein Pattern Differences Among Molecular Subtypes of Diffuse Gliomas Using Mass Spectrometry

Mol Cell Proteomics. 2019 Oct;18(10):2029-2043. doi: 10.1074/mcp.RA119.001521. Epub 2019 Jul 28.

Abstract

Molecular characterization of diffuse gliomas has thus far largely focused on genomic and transcriptomic interrogations. Here, we utilized mass spectrometry and overlay protein-level information onto genomically defined cohorts of diffuse gliomas to improve our downstream molecular understanding of these lethal malignancies. Bulk and macrodissected tissues were utilized to quantitate 5,496 unique proteins over three glioma cohorts subclassified largely based on their IDH and 1p19q codeletion status (IDH wild type (IDHwt), n = 7; IDH mutated (IDHmt), 1p19q non-codeleted, n = 7; IDH mutated, 1p19q-codeleted, n = 10). Clustering analysis highlighted proteome and systems-level pathway differences in gliomas according to IDH and 1p19q-codeletion status, including 287 differentially abundant proteins in macrodissection-enriched tumor specimens. IDHwt tumors were enriched for proteins involved in invasiveness and epithelial to mesenchymal transition (EMT), while IDHmt gliomas had increased abundances of proteins involved in mRNA splicing. Finally, these abundance changes were compared with IDH-matched GBM stem-like cells (GSCs) to better pinpoint protein patterns enriched in putative cellular drivers of gliomas. Using this integrative approach, we outline specific proteins involved in chloride transport (e.g. chloride intracellular channel 1, CLIC1) and EMT (e.g. procollagen-lysine, 2-oxoglutarate 5-dioxygenase 3, PLOD3, and serpin peptidase inhibitor clade H member 1, SERPINH1) that showed concordant IDH-status-dependent abundance differences in both primary tissue and purified GSC cultures. Given the downstream position proteins occupy in driving biology and phenotype, understanding the proteomic patterns operational in distinct glioma subtypes could help propose more specific, personalized, and effective targets for the management of patients with these aggressive malignancies.

Keywords: Cancer Biology; Cancer Biomarker(s); Glioblastoma; Subcellular Analysis; Tandem Mass Spectrometry.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Brain Neoplasms / genetics
  • Brain Neoplasms / metabolism*
  • Chromatography, Liquid
  • Chromosome Deletion*
  • Chromosomes, Human, Pair 1 / genetics
  • Chromosomes, Human, Pair 19 / genetics
  • Cluster Analysis
  • Glioma / genetics
  • Glioma / metabolism*
  • Humans
  • Isocitrate Dehydrogenase / genetics*
  • Mutation
  • Neoplastic Stem Cells / metabolism*
  • Neoplastic Stem Cells / pathology
  • Protein Interaction Maps
  • Proteomics / methods*
  • Sequence Analysis, RNA
  • Tandem Mass Spectrometry
  • Tissue Array Analysis
  • Tumor Cells, Cultured

Substances

  • Isocitrate Dehydrogenase