Yonghe Wu1,2, Michael Fletcher1, Zuguang Gu2,3, Qi Wang3, Barbara Costa4, Anna Bertoni1, Ka-Hou Man1, Magdalena Schlotter1, Jörg Felsberg5,6, Jasmin Mangei1, Martje Barbus1, Ann-Christin Gaupel1, Wei Wang1, Tobias Weiss7, Roland Eils2,3, Michael Weller7, Haikun Liu8, Guido Reifenberger5,6, Andrey Korshunov9,10, Peter Angel4, Peter Lichter1,2,6, Carl Herrmann11, Bernhard Radlwimmer12. 1. Division of Molecular Genetics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany. 2. Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany. 3. Division of Theoretical Bioinformatics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany. 4. Division of Signal Transduction and Growth Control, DKFZ/ZMBH Alliance, Im Neuenheimer Feld 280, 69120, Heidelberg, Germany. 5. Medical Faculty, Institute of Neuropathology, Heinrich Heine University, Moorenstr. 5, 40225, Düsseldorf, Germany. 6. German Cancer Consortium (DKTK), Partner site Essen/Düsseldorf, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany. 7. Department of Neurology and Brain Tumor Center, University Hospital Zurich, Frauenklinikstrasse 26, CH-8091, Zurich, Switzerland. 8. Division of Molecular Neurogenetics, DKFZ-ZMBH Alliance, Im Neuenheimer Feld 280, 69120, Heidelberg, Germany. 9. Department of Neuropathology, University of Heidelberg, Im Neuenheimer Feld 220, 69120, Heidelberg, Germany. 10. Clinical Cooperation Unit, Neuropathology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 220-221, 69120, Heidelberg, Germany. 11. Health Data Science Unit, Medical Faculty Heidelberg, Im Neuenheimer Feld 267, 69120, Heidelberg, Germany. carl.herrmann@bioquant.uni-heidelberg.de. 12. Division of Molecular Genetics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany. b.radlwimmer@dkfz.de.
Abstract
Glioblastoma frequently exhibits therapy-associated subtype transitions to mesenchymal phenotypes with adverse prognosis. Here, we perform multi-omic profiling of 60 glioblastoma primary tumours and use orthogonal analysis of chromatin and RNA-derived gene regulatory networks to identify 38 subtype master regulators, whose cell population-specific activities we further map in published single-cell RNA sequencing data. These analyses identify the oligodendrocyte precursor marker and chromatin modifier SOX10 as a master regulator in RTK I-subtype tumours. In vitro functional studies demonstrate that SOX10 loss causes a subtype switch analogous to the proneural-mesenchymal transition observed in patients at the transcriptomic, epigenetic and phenotypic levels. SOX10 repression in an in vivo syngeneic graft glioblastoma mouse model results in increased tumour invasion, immune cell infiltration and significantly reduced survival, reminiscent of progressive human glioblastoma. These results identify SOX10 as a bona fide master regulator of the RTK I subtype, with both tumour cell-intrinsic and microenvironmental effects.
Glioblastoma frequently exhibits therapy-associapan class="Chemical">ted subtype transitions to mesenchymal phenotypes with adverse prognosis. Here, we perform multi-omic profiling of 60 glioblastoma primary tumours and use orthogonal analysis of chromatin and RNA-derived gene regulatory networks to identify 38 subtype master regulators, whose cell population-specific activities we further map in published single-cell RNA sequencing data. These analyses identify the oligodendrocyte precursor marker and chromatin modifier SOX10 as a master regulator in RTK I-subtype tumours. In vitro functional studies demonstrate that SOX10 loss causes a subtype switch analogous to the proneural-mesenchymal transition observed in patients at the transcriptomic, epigenetic and phenotypic levels. SOX10 repression in an in vivo syngeneic graft glioblastomamouse model results in increased tumour invasion, immune cell infiltration and significantly reduced survival, reminiscent of progressive humanglioblastoma. These results identify SOX10 as a bona fide master regulator of the RTK I subtype, with both tumour cell-intrinsic and microenvironmental effects.
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