NatureCancer BiologyPeer-reviewed journal article
Medulloblastoma oncogene aberrations are not involved in tumor initiation, but essential for disease progression and therapy resistance
Konstantin OkonechnikoviD, Piyush K. JoshiiD, Verena KörberiD, Anne RademacheriD, Michele BortolomeazziiD, Jan‐Philipp MallmiD, Jan VaillantiD, Patricia Benites Goncalves da SilvaiD, Britta Statz, Mari SeppiD, Ioannis SarropoulosiD, Tetsuya YamadaiD, Andrea Wittmann, Kathrin SchrammiD, Mirjam Blattner-JohnsoniD, Petra Fiesel, Barbara JonesiD, Natalie JägeriD, Till MildeiD, Kristian W. PajtleriD, Cornelis Martinus van TilburgiD, Olaf WittiD, Konrad BochennekiD, Katharina Johanna WeberiD, Lisa Nonnenmacher, , Stefan Michael PfisteriD
Abstract
Despite recent advances in understanding disease biology, treatment of Group 3/4 medulloblastoma remains a therapeutic challenge in pediatric neuro-oncology. Bulk-omics approaches have identified considerable intertumoral heterogeneity in Group 3/4 medulloblastoma, including the presence of clear single-gene oncogenic drivers in only a subset of cases, whereas in the majority of cases, large-scale copy-number aberrations prevail. However, intratumoral heterogeneity, the role of oncogene aberrations, and broad CNVs in tumor evolution and treatment resistance remain poorly understood. To dissect this interplay, we used single-cell technologies (snRNA-seq, snATAC-seq, spatial transcriptomics) on a cohort of Group 3/4 medulloblastoma with known alterations in the oncogenes MYC, MYCN, and PRDM6. We show that large-scale chromosomal aberrations are early tumor initiating events, while the single-gene oncogenic events arise late and are typically sub-clonal, but MYC can become clonal upon disease progression to drive further tumor development and therapy resistance. We identify that the subclones are mostly interspersed across tumor tissue using spatial transcriptomics, but clear segregation is also present. Using a population genetics model, we estimate medulloblastoma initiation in the cerebellar unipolar brush cell-lineage starting from the first gestational trimester. Our findings demonstrate how single-cell technologies can be applied for early detection and diagnosis of this fatal disease.
- organism: human
- assay: scRNA-seq
- assay: scATAC-seq
- assay: spatial transcriptomics
- research focus: clustering
- research focus: differential expression
- research focus: cell type annotation
- approach: deep learning
- approach: statistical model
- Citations
- 27
- FWCI
- 10.19
- Field percentile
- top 1%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Human fetal cerebellar cell atlas informs medulloblastoma origin and oncogenesis
- Medulloblastoma Group 3 and 4 Tumors Comprise a Clinically and Biologically Significant Expression Continuum Reflecting Human Cerebellar Development
D. Williamson, E. C. Schwalbe, … S. C. Clifford·bioRxiv·Jun 9, 2022
- Notch1 switches progenitor competence in inducing medulloblastoma
L. Tiberi·bioRxiv·May 10, 2020
- Cell-state plasticity drives heterogeneity in Group 3/4 medulloblastoma
Piyush K. Joshi, Patricia Benites Goncalves da Silva, … Lena M. Kutscher·bioRxiv·Feb 9, 2024
- MYCN-induced lineage infidelity initiates SHH medulloblastoma-like tumors outside the canonical lineage of origin
Lauranne Bouteille, William Fargues, … Cédric Maurange·bioRxiv·Aug 10, 2026
- Compartments in medulloblastoma with extensive nodularity are connected through differentiation along the granular precursor lineage
D. R. Ghasemi, K. Okonechnikov, … K. W. Pajtler·Nature CommunicationsPeer-reviewed·Jan 8, 2024