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Integrative multi-omics reveals two biologically distinct groups of pilocytic astrocytoma
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 c...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10500011/ https://www.ncbi.nlm.nih.gov/pubmed/37656187 http://dx.doi.org/10.1007/s00401-023-02626-5 |
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author | 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 Milde, Till Reifenberger, Guido Leprivier, Gabriel Faria, Claudia C. Remke, Marc |
author_facet | 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 Milde, Till Reifenberger, Guido Leprivier, Gabriel Faria, Claudia C. Remke, Marc |
author_sort | Picard, Daniel |
collection | PubMed |
description | 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00401-023-02626-5. |
format | Online Article Text |
id | pubmed-10500011 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-105000112023-09-15 Integrative multi-omics reveals two biologically distinct groups of pilocytic astrocytoma 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 Milde, Till Reifenberger, Guido Leprivier, Gabriel Faria, Claudia C. Remke, Marc Acta Neuropathol Original Paper 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00401-023-02626-5. Springer Berlin Heidelberg 2023-09-01 2023 /pmc/articles/PMC10500011/ /pubmed/37656187 http://dx.doi.org/10.1007/s00401-023-02626-5 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Paper 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 Milde, Till Reifenberger, Guido Leprivier, Gabriel Faria, Claudia C. Remke, Marc Integrative multi-omics reveals two biologically distinct groups of pilocytic astrocytoma |
title | Integrative multi-omics reveals two biologically distinct groups of pilocytic astrocytoma |
title_full | Integrative multi-omics reveals two biologically distinct groups of pilocytic astrocytoma |
title_fullStr | Integrative multi-omics reveals two biologically distinct groups of pilocytic astrocytoma |
title_full_unstemmed | Integrative multi-omics reveals two biologically distinct groups of pilocytic astrocytoma |
title_short | Integrative multi-omics reveals two biologically distinct groups of pilocytic astrocytoma |
title_sort | integrative multi-omics reveals two biologically distinct groups of pilocytic astrocytoma |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10500011/ https://www.ncbi.nlm.nih.gov/pubmed/37656187 http://dx.doi.org/10.1007/s00401-023-02626-5 |
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