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Integrative multi-omics reveals two biologically distinct groups of pilocytic astrocytoma.

Authors :
Picard, Daniel
Felsberg, Jörg
Langini, Maike
Stachura, Paweł
Qin, Nan
Macas, Jadranka
Reiss, Yvonne
Bartl, Jasmin
Selt, Florian
Sigaud, Romain
Meyer, Frauke-D.
Stefanski, Anja
Stühler, Kai
Roque, Lucia
Roque, Rafael
Pandyra, Aleksandra A.
Brozou, Triantafyllia
Knobbe-Thomsen, Christiane
Plate, Karl H.
Roesch, Alexander
Source :
Acta Neuropathologica; Oct2023, Vol. 146 Issue 4, p551-564, 14p
Publication Year :
2023

Abstract

Pilocytic astrocytoma (PA), the most common pediatric brain tumor, is driven by aberrant mitogen-activated protein kinase signaling most commonly caused by BRAF gene fusions or activating mutations. While 5-year overall survival rates exceed 95%, tumor recurrence or progression constitutes a major clinical challenge in incompletely resected tumors. Here, we used similarity network fusion (SNF) analysis in an integrative multi-omics approach employing RNA transcriptomic and mass spectrometry-based proteomic profiling to molecularly characterize PA tissue samples from 62 patients. Thereby, we uncovered that PAs segregated into two molecularly distinct groups, namely, Group 1 and Group 2, which were validated in three non-overlapping cohorts. Patients with Group 1 tumors were significantly younger and showed worse progression-free survival compared to patients with group 2 tumors. Ingenuity pathways analysis (IPA) and gene set enrichment analysis (GSEA) revealed that Group 1 tumors were enriched for immune response pathways, such as interferon signaling, while Group 2 tumors showed enrichment for action potential and neurotransmitter signaling pathways. Analysis of immune cell-related gene signatures showed an enrichment of infiltrating T Cells in Group 1 versus Group 2 tumors. Taken together, integrative multi-omics of PA identified biologically distinct and prognostically relevant tumor groups that may improve risk stratification of this single pathway driven tumor type. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00016322
Volume :
146
Issue :
4
Database :
Complementary Index
Journal :
Acta Neuropathologica
Publication Type :
Academic Journal
Accession number :
171915500
Full Text :
https://doi.org/10.1007/s00401-023-02626-5