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

Authors :
Shweta Godbole
Hannah Voß
Antonia Gocke
Simon Schlumbohm
Yannis Schumann
Bojia Peng
Martin Mynarek
Stefan Rutkowski
Matthias Dottermusch
Mario M. Dorostkar
Andrey Korshunov
Thomas Mair
Stefan M. Pfister
Marcel Kwiatkowski
Madlen Hotze
Philipp Neumann
Christian Hartmann
Joachim Weis
Friederike Liesche-Starnecker
Yudong Guan
Manuela Moritz
Bente Siebels
Nina Struve
Hartmut Schlüter
Ulrich Schüller
Christoph Krisp
Julia E. Neumann
Source :
Nature Communications, Vol 15, Iss 1, Pp 1-24 (2024)
Publication Year :
2024
Publisher :
Nature Portfolio, 2024.

Abstract

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.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
15
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.675fc26a61af443188a119d2062987c2
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-024-50554-z