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Multiomic profiling of medulloblastoma reveals subtype-specific targetable alterations at the proteome and N-glycan level

Author

Listed:
  • Shweta Godbole

    (University Medical Center Hamburg-Eppendorf
    University Medical Center Hamburg-Eppendorf)

  • Hannah Voß

    (University Medical Center Hamburg-Eppendorf)

  • Antonia Gocke

    (University Medical Center Hamburg-Eppendorf
    University Medical Center Hamburg-Eppendorf)

  • Simon Schlumbohm

    (Helmut Schmidt University)

  • Yannis Schumann

    (Helmut Schmidt University)

  • Bojia Peng

    (University Medical Center Hamburg-Eppendorf)

  • Martin Mynarek

    (University Medical Center Hamburg-Eppendorf
    University Medical Center Hamburg-Eppendorf)

  • Stefan Rutkowski

    (University Medical Center Hamburg-Eppendorf)

  • Matthias Dottermusch

    (University Medical Center Hamburg-Eppendorf
    University Medical Center Hamburg-Eppendorf)

  • Mario M. Dorostkar

    (Ludwig-Maximilians-University
    German Center for Neurodegenerative Diseases)

  • Andrey Korshunov

    (University Hospital Heidelberg
    German Cancer Research Center (DKFZ))

  • Thomas Mair

    (University Medical Center Hamburg-Eppendorf)

  • Stefan M. Pfister

    (Hopp Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ)
    Heidelberg University Hospital)

  • Marcel Kwiatkowski

    (University of Innsbruck)

  • Madlen Hotze

    (University of Innsbruck)

  • Philipp Neumann

    (Helmut Schmidt University)

  • Christian Hartmann

    (Hannover Medical School (MHH))

  • Joachim Weis

    (RWTH Aachen University Hospital)

  • Friederike Liesche-Starnecker

    (University of Augsburg)

  • Yudong Guan

    (University Medical Center Hamburg-Eppendorf)

  • Manuela Moritz

    (University Medical Center Hamburg-Eppendorf)

  • Bente Siebels

    (University Medical Center Hamburg-Eppendorf)

  • Nina Struve

    (University Medical Center Hamburg-Eppendorf
    University Medical Center Hamburg-Eppendorf)

  • Hartmut Schlüter

    (University Medical Center Hamburg-Eppendorf)

  • Ulrich Schüller

    (University Medical Center Hamburg-Eppendorf
    University Medical Center Hamburg-Eppendorf
    Research Institute Children’s Cancer Center Hamburg)

  • Christoph Krisp

    (University Medical Center Hamburg-Eppendorf)

  • Julia E. Neumann

    (University Medical Center Hamburg-Eppendorf
    University Medical Center Hamburg-Eppendorf)

Abstract

Medulloblastomas (MBs) are malignant pediatric brain tumors that are molecularly and clinically heterogenous. The application of omics technologies—mainly studying nucleic acids—has significantly improved MB classification and stratification, but treatment options are still unsatisfactory. The proteome and their N-glycans hold the potential to discover clinically relevant phenotypes and targetable pathways. We compile a harmonized proteome dataset of 167 MBs and integrate findings with DNA methylome, transcriptome and N-glycome data. We show six proteome MB subtypes, that can be assigned to two main molecular programs: transcription/translation (pSHHt, pWNT and pG3myc), and synapses/immunological processes (pSHHs, pG3 and pG4). Multiomic analysis reveals different conservation levels of proteome features across MB subtypes at the DNA methylome level. Aggressive pGroup3myc MBs and favorable pWNT MBs are most similar in cluster hierarchies concerning overall proteome patterns but show different protein abundances of the vincristine resistance-associated multiprotein complex TriC/CCT and of N-glycan turnover-associated factors. The N-glycome reflects proteome subtypes and complex-bisecting N-glycans characterize pGroup3myc tumors. Our results shed light on targetable alterations in MB and set a foundation for potential immunotherapies targeting glycan structures.

Suggested Citation

  • Shweta Godbole & Hannah Voß & Antonia Gocke & Simon Schlumbohm & Yannis Schumann & Bojia Peng & Martin Mynarek & Stefan Rutkowski & Matthias Dottermusch & Mario M. Dorostkar & Andrey Korshunov & Thoma, 2024. "Multiomic profiling of medulloblastoma reveals subtype-specific targetable alterations at the proteome and N-glycan level," Nature Communications, Nature, vol. 15(1), pages 1-24, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-50554-z
    DOI: 10.1038/s41467-024-50554-z
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