Quantitative analysis of signaling networks across differentially embedded tumors highlights interpatient heterogeneity in human glioblastoma

J Proteome Res. 2014 Nov 7;13(11):4581-93. doi: 10.1021/pr500418w. Epub 2014 Jun 24.

Abstract

Glioblastoma multiforme (GBM) is the most aggressive malignant primary brain tumor, with a dismal mean survival even with the current standard of care. Although in vitro cell systems can provide mechanistic insight into the regulatory networks governing GBM cell proliferation and migration, clinical samples provide a more physiologically relevant view of oncogenic signaling networks. However, clinical samples are not widely available and may be embedded for histopathologic analysis. With the goal of accurately identifying activated signaling networks in GBM tumor samples, we investigated the impact of embedding in optimal cutting temperature (OCT) compound followed by flash freezing in LN2 vs immediate flash freezing (iFF) in LN2 on protein expression and phosphorylation-mediated signaling networks. Quantitative proteomic and phosphoproteomic analysis of 8 pairs of tumor specimens revealed minimal impact of the different sample processing strategies and highlighted the large interpatient heterogeneity present in these tumors. Correlation analyses of the differentially processed tumor sections identified activated signaling networks present in selected tumors and revealed the differential expression of transcription, translation, and degradation associated proteins. This study demonstrates the capability of quantitative mass spectrometry for identification of in vivo oncogenic signaling networks from human tumor specimens that were either OCT-embedded or immediately flash-frozen.

Keywords: glioblastoma multiforme; iTRAQ; mass spectrometry; signal transduction; signaling; tyrosine phosphorylation.

Publication types

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

MeSH terms

  • Freezing
  • Gene Expression Regulation, Neoplastic / genetics
  • Gene Expression Regulation, Neoplastic / physiology*
  • Glioblastoma / physiopathology*
  • Humans
  • Immunoblotting
  • Mass Spectrometry / methods
  • Nitrogen
  • Phosphorylation
  • Proteomics / methods*
  • Signal Transduction / genetics
  • Signal Transduction / physiology*
  • Specimen Handling / methods*
  • Tissue Embedding

Substances

  • Nitrogen