Metabolomic Profile of Aggressive Meningiomas by Using High-Resolution Magic Angle Spinning Nuclear Magnetic Resonance

J Proteome Res. 2020 Jan 3;19(1):292-299. doi: 10.1021/acs.jproteome.9b00521. Epub 2019 Nov 13.

Abstract

Meningiomas are in most cases benign brain tumors. The WHO 2016 classification defines three grades of meningiomas. This classification had a prognosis value because grade III meningiomas have a worse prognosis value compared to grades I and II meningiomas. However, some benign or atypical meningiomas can have a clinical aggressive behavior. There are currently no reliable markers which allow distinguishing between the meningiomas with a good prognosis and those which may recur. High-resolution magic angle spinning (HRMAS) spectrometry is a noninvasive method able to determine the metabolite profile of a tissue sample. We retrospectively analyzed 62 meningioma samples by using HRMAS spectrometry (43 metabolites). We described a metabolic profile defined by a high concentration for acetate, threonine, N-acetyl-lysine, hydroxybutyrate, myoinositol, ascorbate, scylloinositol, and total choline and a low concentration for aspartate, glucose, isoleucine, valine, adenosine, arginine, and alanine. This metabolomic signature was associated with poor prognosis histological markers [Ki-67 ≥ 40%, high histological grade and negative progesterone receptor (PR) expression]. We also described a similar metabolomic spectrum between grade III and grade I meningiomas. Moreover, all grade I meningiomas with a low Ki-67 expression and a positive PR expression did not have the same metabolomic profile. Metabolomic analysis could be used to determine an aggressive meningioma in order to discuss a personalized treatment. Further studies are needed to confirm these results and to correlate this metabolic profile with survival data.

Keywords: HRMAS NMR; ex vivo spectrometry; meningioma; metabolic signature.

MeSH terms

  • Amino Acids / analysis
  • Amino Acids / metabolism
  • Biopsy
  • Brain Neoplasms / metabolism*
  • Brain Neoplasms / surgery
  • Cell Proliferation
  • Humans
  • Ki-67 Antigen / metabolism
  • Magnetic Resonance Spectroscopy / methods*
  • Meningioma / metabolism*
  • Meningioma / pathology
  • Meningioma / surgery
  • Metabolomics / methods

Substances

  • Amino Acids
  • Ki-67 Antigen