Spatial and temporal transcriptomics of SHH-medulloblastoma with chromothripsis identifies multiple genetic clones that resist to treatment and lead to relapse

Kats, I.; Schreiber, H. S.; Simovic, M.; Sant, P.; Mallm, J.-P.; Li, A.; Velmurugan, P.; Weil, S.; Devens, F.; Sill, M.; Jugold, M.; Moustafa, M.; Abdollahi, A.; Winkler, F.; Korshunov, A.; Pfister, S.; Stegle, O.; Ernst, A.

doi:10.1101/2023.03.03.530989

bioRxiv · 10.1101/2023.03.03.530989

Spatial and temporal transcriptomics of SHH-medulloblastoma with chromothripsis identifies multiple genetic clones that resist to treatment and lead to relapse

Kats, I.·Schreiber, H. S.·Simovic, M.·Sant, P.·Mallm, J.-P.·Li, A.·Velmurugan, P.·Weil, S.·Devens, F.·Sill, M.·Jugold, M.·Moustafa, M.·Abdollahi, A.·Winkler, F.·Korshunov, A.·Pfister, S.·Stegle, O.·Ernst, A.

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Abstract

Paediatric medulloblastomas with chromothripsis are characterised by high genomic instability and are among the tumours with the worst prognosis. However, the determinants of their aggressiveness and the molecular makeup of chromothriptic medulloblastoma are not well understood. Here, we applied spatial transcriptomics to profile a cohort of 13 chromothriptic and non-chromothriptic medulloblastomas from the same molecular subgroup. Our data reveal a higher extent of spatial intra-tumour heterogeneity in chromothriptic medulloblastomas, which is associated with increased proliferation and stemness, but lower immune infiltration and differentiation. Spatial mapping of genetic subclones of the same tumour identify a regionally distinct architecture and clone-specific phenotypic features, with distinct degrees of differentiation, proliferation and immune infiltration between clones. We conducted temporal profiling of 11 patient-derived xenografts from chromothriptic medulloblastomas, covering the transition from the minimal residual disease stage to treatment-resistant regrown tumours. In chromothriptic medulloblastoma, an ecosystem of cells from multiple genetic clones resisting treatment and leading to relapse highlighted the importance of multi-clone interplay. Finally, we identified a potential role for tumour microtubes in treatment resistance in chromothriptic medulloblastoma, suggesting cell network communication as a putative target. HighlightsO_ST_ABSBiological insightsC_ST_ABSO_LIMedulloblastomas with chromothripsis are characterised by higher spatial intra-tumour heterogeneity, proliferation and stemness, but lower immune infiltration and differentiation, as compared with non-chromothriptic medulloblastomas C_LIO_LISpatially aware genetic clone assignment identifies phenotypic features such as degree of differentiation, proliferation and immune infiltration enriched in specific clones C_LIO_LICells from distinct genetic clones resist to treatment and give rise to relapse in patient-derived xenografts of medulloblastoma with chromothripsis C_LIO_LITumour microtubes point to putative molecular processes implicated in treatment resistance in chromothriptic medulloblastoma C_LI Technological advancesO_LIValidation of the spatial representation of patient-derived xenograft models, providing novel insights into the faithfulness of such models to study cancer C_LIO_LISpatial mapping of clones based on spatial transcriptomics and copy-number variant profiling C_LI

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Kats, I., Schreiber, H. S., Simovic, M., Sant, P., Mallm, J.-P., Li, A., Velmurugan, P., Weil, S., Devens, F., Sill, M., Jugold, M., Moustafa, M., Abdollahi, A., Winkler, F., Korshunov, A., Pfister, S., Stegle, O., Ernst, A.. 2023-03-06. Spatial and temporal transcriptomics of SHH-medulloblastoma with chromothripsis identifies multiple genetic clones that resist to treatment and lead to relapse. https://doi.org/10.1101/2023.03.03.530989

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