Konstantin Okonechnikov, Piyush Joshi, Mari Sepp, Kevin Leiss, Ioannis Sarropoulos, Florent Murat, Martin Sill, Pengbo Beck, Kenneth Chun-Ho Chan, Andrey Korshunov, Felix Sahm, Maximilian Y. Deng, Dominik Sturm, John DeSisto, Andrew M. Donson, Nicholas K. Foreman, Adam L. Green, Giles Robinson, Brent A. Orr, Qingsong Gao, Emily Darrow, Jennifer L. Hadley, Paul A. Northcott, Johannes Gojo, Marina Ryzhova, Daisuke Kawauchi, Volker Hovestadt, Mariella G. Filbin, Andreas von Deimling, Marc Zuckermann, Kristian W. Pajtler, Marcel Kool, David T.W. Jones, Natalie Jäger, Lena M. Kutscher, Henrik Kaessmann, Stefan M. Pfister, Hopp Children's Cancer Center Heidelberg [Heidelber, Germany] (KITZ), German Cancer Research Center - Deutsches Krebsforschungszentrum [Heidelberg] (DKFZ)-Heidelberg University Hospital [Heidelberg], German Cancer Research Center - Deutsches Krebsforschungszentrum [Heidelberg] (DKFZ), German Cancer Consortium [Heidelberg] (DKTK), Center for Molecular Biology - Zentrum für Molekulare Biologie [Heidelberg, Germany] (ZMBH), Universität Heidelberg [Heidelberg], Heidelberg University Hospital [Heidelberg], University of Colorado School of Medicine, Children’s Hospital Colorado, University of Colorado Anschutz [Aurora], St Jude Children's Research Hospital, Medizinische Universität Wien = Medical University of Vienna, NN Burdenko Neurosurgical Institute (NNBNI), National Institute of Neuroscience (NCNP), Dana-Farber Cancer Institute [Boston], Broad Institute of MIT and Harvard (BROAD INSTITUTE), Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston], and Princess Máxima Center for Pediatric Oncology [Utrecht, Pays-Bas]
Understanding the cellular origins of childhood brain tumors is key for discovering novel tumor-specific therapeutic targets. Previous strategies mapping cellular origins typically involved comparing human tumors to murine embryonal tissues1,2, a potentially imperfect approach due to spatio-temporal gene expression differences between species3. Here we use an unprecedented single-nucleus atlas of the developing human cerebellum (Sepp, Leiss, et al) and extensive bulk and single-cell transcriptome tumor data to map their cellular origins with focus on three most common pediatric brain tumors – pilocytic astrocytoma, ependymoma, and medulloblastoma. Using custom bioinformatics approaches, we postulate the astroglial and glial lineages as the origins for posterior fossa ependymomas and radiation-induced gliomas (secondary tumors after medulloblastoma treatment), respectively. Moreover, we confirm that SHH, Group3 and Group4 medulloblastomas stem from granule cell/unipolar brush cell lineages, whereas we propose pilocytic astrocytoma to originate from the oligodendrocyte lineage. We also identify genes shared between the cerebellar lineage of origin and corresponding tumors, and genes that are tumor specific; both gene sets represent promising therapeutic targets. As a common feature among most cerebellar tumors, we observed compositional heterogeneity in terms of similarity to normal cells, suggesting that tumors arise from or differentiate into multiple points along the cerebellar “lineage of origin”.