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Inter and intra-tumor heterogeneity of paediatric type diffuse high-grade gliomas revealed by single-cell mass cytometry

  • L. L. Petrilli
  • , C. Fuoco
  • , A. Palma
  • , L. Pasquini
  • , G. Pericoli
  • , Y. Grabovska
  • , A. Mackay
  • , S. Rossi
  • , A. M. Carcaboso
  • , A. Carai
  • , Angela Mastronuzzi
  • , C. Jones
  • , G. Cesareni
  • , Franco Locatelli
  • , M. Vinci*
  • *Corresponding author
  • University of Rome Tor Vergata
  • IRCCS Ospedale pediatrico Bambino Gesù - Roma
  • Istituto Superiore di Sanita
  • The Institute of Cancer Research, London

Research output: Contribution to journalArticle

Abstract

Paediatric-type diffuse high-grade gliomas (PDHGG) are aggressive tumors affecting children and young adults, with no effective treatment. These highly heterogeneous malignancies arise in different sites of the Central Nervous System (CNS), carrying distinctive molecular alterations and clinical outcomes (inter-tumor heterogeneity). Moreover, deep cellular and molecular profiling studies highlighted the coexistence of genetically and phenotypically different subpopulations within the same tumor mass (intra-tumor heterogeneity). Despite the recent advances made in the field, the marked heterogeneity of PDHGGs still impedes the development of effective targeted therapies and the identification of suitable biomarkers. In order to fill the existing gap, we used mass cytometry to dissect PDHGG inter- and intra-heterogeneity. This is one of the most advanced technologies of the “-omics” era that, using antibodies conjugated to heavy metals, allows the simultaneous measurement of more than 40 markers at single-cell level. To this end, we analyzed eight PDHGG patient-derived cell lines from different locational and molecular subgroups. By using a panel of 15 antibodies, directly conjugated to metals or specifically customized to detect important histone variants, significant differences were highlighted in the expression of the considered antigens. The single-cell multiparametric approach realized has deepened our understanding of PDHGG, confirming a high degree of intra- and inter-tumoral heterogeneity and identifying some antigens that could represent useful biomarkers for the specific PDHGG locational or molecular subgroups.
Original languageEnglish
Pages (from-to)1-17
Number of pages17
JournalFrontiers in Oncology
Volume12
Issue number12
DOIs
Publication statusPublished - 2022

All Science Journal Classification (ASJC) codes

  • Oncology
  • Cancer Research

Keywords

  • DIPG
  • DMG
  • GBM
  • heterogeneity
  • mass cytometry
  • paediatric-type diffuse high-grade gliomas (PDHGG)
  • single-cell

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