| Title |
Integrated phospho-proteogenomic and single-cell transcriptomic analysis of meningiomas establishes robust subtyping and reveals subtype-specific immune invasion
|
|---|---|
| Published in |
bioRxiv, May 2021
|
| DOI | 10.1101/2021.05.11.443369 |
| Authors |
Christina Blume, Helin Dogan, Lisa Schweizer, Matthieu Peyre, Sophia Doll, Daniel Picard, Roman Sankowski, Volker Hovestadt, Konstantin Okonechnikov, Philipp Sievers, Areeba Patel, David Reuss, Mirco Friedrich, Damian Stichel, Daniel Schrimpf, Katja Beck, Hans-Georg Wirsching, Gerhard Jungwirth, C Oliver Hanemann, Katrin Lamszus, Manfred Westphal, Nima Etminan, Andreas Unterberg, Christian Mawrin, Marc Remke, Olivier Ayrault, Peter Lichter, Stefan M Pfister, Guido Reifenberger, Michael Platten, Till Milde, David TW Jones, Rachel Grossmann, Zvi Ram, Miriam Ratliff, Christel Herold-Mende, Jan-Philipp Mallm, Marian C Neidert, Wolfgang Wick, Marco Prinz, Michael Weller, Matthias Mann, Michel Kalamarides, Andreas von Deimling, Matthias Schlesner, Felix Sahm |
| Abstract |
Meningiomas are the most frequent primary intracranial tumors. They can follow a wide clinical spectrum from benign to highly aggressive clinical course. No specific therapy exists for refractory cases or cases not amenable to resection and radiotherapy. Identification of risk of recurrence and malignant transformation for the individual patients is challenging. However, promising molecular markers and prognostic subgrouping by DNA methylation are emerging. Still, the biological underpinnings of these diagnostic subgroups are elusive, and, consequently, no novel therapeutic options arise thereof. Here we establish robust subgroups across the full landscape of meningiomas, consistent through DNA methylation, mutations, the transcriptomic, proteomic and phospho-proteomic level. Pronounced proliferative stress and DNA damage repair signals in malignant cells and in clusters exclusive to recurrent tumors are in line with their higher mitotic activity, but also provide an explanation for the accumulation of genomic instability in anaplastic meningiomas. Although homozygous deletion of CDKN2A/B is a diagnostic marker of high-grade meningioma, the expression of its gene product increased from low to non-deleted high-grade cases. Differences between subgroups in lymphocyte and myeloid cell infiltration, representing a majority of tumor mass in low-grade NF2 tumors, could be assigned to cluster-specific interaction with tumor cells. Activation to a more proinflammatory phenotype and decreased infiltration of myeloid cells in high-grade cases correlated with lower expression of CSF1, located on chromosome arm 1p, whose deletion is known as prognostic marker, with no proposed mechanism before. Our results demonstrate a robust molecular subclassification of a tumor type across multiple layers, provide insight into heterogeneous growth dynamics despite shared pathognomonic mutations, and highlight immune infiltration modulation as a novel target for meningioma therapy. |
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X Demographics
Geographical breakdown
| Country | Count | As % |
|---|---|---|
| Germany | 7 | 35% |
| United States | 3 | 15% |
| Canada | 1 | 5% |
| Guinea | 1 | 5% |
| Spain | 1 | 5% |
| Italy | 1 | 5% |
| Unknown | 6 | 30% |
Demographic breakdown
| Type | Count | As % |
|---|---|---|
| Members of the public | 9 | 45% |
| Scientists | 8 | 40% |
| Science communicators (journalists, bloggers, editors) | 2 | 10% |
| Practitioners (doctors, other healthcare professionals) | 1 | 5% |