Gene-expression profiling elucidates molecular signaling networks that can be therapeutically targeted in vestibular schwannoma

J Neurosurg. 2014 Dec;121(6):1434-45. doi: 10.3171/2014.6.JNS131433. Epub 2014 Sep 23.

Abstract

Object: Vestibular schwannomas (VS) are common benign tumors of the vestibular nerve that cause significant morbidity. The current treatment strategies for VS include surgery or radiation, with each treatment option having associated complications and side effects. The transcriptional landscape of schwannoma remains largely unknown.

Methods: In this study the authors performed gene-expression profiling of 49 schwannomas and 7 normal control vestibular nerves to identify tumor-specific gene-expression patterns. They also interrogated whether schwannomas comprise several molecular subtypes using several transcription-based clustering strategies. The authors also performed in vitro experiments testing therapeutic inhibitors of over-activated pathways in a schwannoma cell line, namely the PI3K/AKT/mTOR pathway.

Results: The authors identified over 4000 differentially expressed genes between controls and schwannomas with network analysis, uncovering proliferation and anti-apoptotic pathways previously not implicated in VS. Furthermore, using several distinct clustering technologies, they could not reproducibly identify distinct VS subtypes or significant differences between sporadic and germline NF2-associated schwannomas, suggesting that they are highly similar entities. The authors identified overexpression of PI3K/AKT/mTOR signaling networks in their gene-expression study and evaluated this pathway for therapeutic targeting. Testing the compounds BEZ235 and PKI-587, both novel dual inhibitors of PI3K and mTOR, attenuated tumor growth in a preclinical cell line model of schwannoma (HEI-293). In vitro findings demonstrated that pharmacological inhibition of the PI3K/AKT/mTOR pathway with next-generation compounds led to decreased cell viability and increased cell death.

Conclusions: These findings implicate aberrant activation of the PI3K/AKT/mTOR pathway as a molecular mechanism of pathogenesis in VS and suggest inhibition of this pathway as a potential treatment strategy.

Keywords: ERM = ezrin, moesin, and radixin; MAD = median absolute deviation; NF2 = neurofibromatosis Type 2; NMF = nonnegative matrix factorization; PCA = principal component analysis; PDGF = platelet-derived growth factor; PDGFR = PDGF receptor; PI3K-AKT inhibitors; ROS = reactive oxygen species; VS = vestibular schwannoma; c-KIT = stem cell factor receptor; miRNA = micro-RNA; molecular profiling; therapeutics; vestibular schwannoma.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Apoptosis / drug effects
  • Apoptosis / physiology
  • Cell Line, Tumor
  • Cell Proliferation / drug effects
  • Gene Expression Regulation, Neoplastic / drug effects
  • Gene Expression Regulation, Neoplastic / physiology*
  • Humans
  • Imidazoles / pharmacology
  • Morpholines / pharmacology
  • Neuroma, Acoustic / genetics*
  • Neuroma, Acoustic / metabolism*
  • Neuroma, Acoustic / pathology
  • Phosphatidylinositol 3-Kinases / metabolism
  • Phosphoinositide-3 Kinase Inhibitors
  • Proto-Oncogene Proteins c-akt / metabolism
  • Quinolines / pharmacology
  • Schwann Cells / cytology
  • Schwann Cells / physiology
  • Signal Transduction / drug effects
  • Signal Transduction / physiology*
  • TOR Serine-Threonine Kinases / metabolism
  • Transcriptome
  • Triazines / pharmacology
  • Vestibular Nerve / cytology
  • Vestibular Nerve / physiology*

Substances

  • Imidazoles
  • Morpholines
  • Phosphoinositide-3 Kinase Inhibitors
  • Quinolines
  • Triazines
  • gedatolisib
  • MTOR protein, human
  • Proto-Oncogene Proteins c-akt
  • TOR Serine-Threonine Kinases
  • dactolisib