Childhood cerebellar tumours mirror conserved fetal transcriptional programs

Study of the origin and development of cerebellar tumours has been hampered by the complexity and heterogeneity of cerebellar cells that change over the course of development. Here we use single-cell transcriptomics to study more than 60,000 cells from the developing mouse cerebellum and show that d...

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Published inNature (London) Vol. 572; no. 7767; pp. 67 - 73
Main Authors Vladoiu, Maria C., El-Hamamy, Ibrahim, Donovan, Laura K., Farooq, Hamza, Holgado, Borja L., Sundaravadanam, Yogi, Ramaswamy, Vijay, Hendrikse, Liam D., Kumar, Sachin, Mack, Stephen C., Lee, John J. Y., Fong, Vernon, Juraschka, Kyle, Przelicki, David, Michealraj, Antony, Skowron, Patryk, Luu, Betty, Suzuki, Hiromichi, Morrissy, A. Sorana, Cavalli, Florence M. G., Garzia, Livia, Daniels, Craig, Wu, Xiaochong, Qazi, Maleeha A., Singh, Sheila K., Chan, Jennifer A., Marra, Marco A., Malkin, David, Dirks, Peter, Heisler, Lawrence, Pugh, Trevor, Ng, Karen, Notta, Faiyaz, Thompson, Eric M., Kleinman, Claudia L., Joyner, Alexandra L., Jabado, Nada, Stein, Lincoln, Taylor, Michael D.
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 01.08.2019
Nature Publishing Group
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Summary:Study of the origin and development of cerebellar tumours has been hampered by the complexity and heterogeneity of cerebellar cells that change over the course of development. Here we use single-cell transcriptomics to study more than 60,000 cells from the developing mouse cerebellum and show that different molecular subgroups of childhood cerebellar tumours mirror the transcription of cells from distinct, temporally restricted cerebellar lineages. The Sonic Hedgehog medulloblastoma subgroup transcriptionally mirrors the granule cell hierarchy as expected, while group 3 medulloblastoma resembles Nestin + stem cells, group 4 medulloblastoma resembles unipolar brush cells, and PFA/PFB ependymoma and cerebellar pilocytic astrocytoma resemble the prenatal gliogenic progenitor cells. Furthermore, single-cell transcriptomics of human childhood cerebellar tumours demonstrates that many bulk tumours contain a mixed population of cells with divergent differentiation. Our data highlight cerebellar tumours as a disorder of early brain development and provide a proximate explanation for the peak incidence of cerebellar tumours in early childhood. Sequencing data from the developing cerebellum are compared with bulk sequencing data from paediatric tumours, providing insights into their potential origins and suggesting that many cerebellar tumours have their origins early in utero.
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Author contribution
These authors contributed equally to this work
M.C.V.,I.E.H.,L.K.D. designed, performed and analysed the majority of the experiments in this study. H.F. contributed to the pre-processing of scRNA-seq sequencing data. B.L.H. contributed to timed mating and tissue isolation in developing mouse embryos. Y.S. and L.H. contributed to the SNV and CNV analysis of the scRNA-seq data. V.R. contributed to the clinical analysis of the primary tumor samples. L.D.H contributed to the differential gene expression analysis. S.K. contributed to tissue helped with tissue isolation, preparation and statistical analysis of scRNA-seq data. V.F. contributed to literature review, marker gene discovery and cell cluster annotations. P.S.,H.S.,A.S.M.,F.M.G. contributed to the analysis of the bulk RNA-seq data and the data availability submission. J.J.L., K.J., D.P.,A.M.,B.L.,M.A.Q. contributed to the collection and processing of primary tumor samples. K.N. optimized the 10X Genomics scRNA-seq protocols. C.D., X.W, F.N. provided reagents, equipment and expert advice. S.C.M.,L.G., S.K.S.,J.A.C.,M.A.M.,D.M.,P.D.,T.P.,F.N.,E.M.T.,C.L.K. provided clinical samples and helped design the study. A.L.J provided expert advice on identification of developing cerebellar cell populations. N.J., L.S. and M.D.T. supervised the project and wrote the manuscript.
These authors jointly supervised this work
ISSN:0028-0836
1476-4687
DOI:10.1038/s41586-019-1158-7