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March 14, 2026Nature0 citationsOpen Access

Multidimensional profiling of heterogeneity in supratentorial ependymomas

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DJDaeun JeongSDSara G. DanielliKMKendra K. Maaß

Key Points

  • The aim is to explore the molecular and cellular heterogeneity of supratentorial ependymomas and their developmental roots.
  • Integrated single-cell and spatial transcriptomics
  • In vitro and in vivo live-cell imaging
  • Characterization of cell states and spatial organization
  • Analysis of microenvironmental factors
  • Two distinct progenitor-like cell states were identified: neuroepithelial-like and embryonic-like.
  • Tumour subgroups exhibited various modes of spatial organization influenced by mesenchymal and hypoxia signatures.
  • Brain-resident cells were found to affect the cellular makeup of ependymomas, promoting neuronal-like cell characteristics.

Abstract

Supratentorial ependymomas are aggressive childhood brain cancers that retain features of neurodevelopmental cell types1 and segregate into molecularly and clinically distinct subgroups2,3, suggesting different developmental roots. The developmental signatures, as well as microenvironmental factors, underlying aberrant cellular transformation and behaviour across each supratentorial ependymoma subgroup are unclear. Here we integrated single-cell and spatial transcriptomics, as well as in vitro and in vivo live-cell imaging, to define supratentorial ependymoma cell states, spatial organization and dynamic behaviour within the neural microenvironment. We find that individual tumour subgroups have two distinct progenitor-like cell states-neuroepithelial-like and embryonic-like-that are reminiscent of early human brain development and diverge in the extent of their neuronal or ependymal differentiation. We further identify several modes of spatial organization of these tumours, including a high-order architecture that is influenced by mesenchymal and hypoxia signatures, and local neighbourhood structures. Finally, we identify a role for brain-resident cells in shifting supratentorial ependymoma cellular heterogeneity towards neuronal-like cells that co-opt immature neuronal morphology and migratory mechanisms, and a subset of neuroepithelial-like cells that are both proliferative and highly migratory. Collectively, these findings provide a multidimensional framework to integrate transcriptional and phenotypic characterization of tumour heterogeneity in supratentorial ependymoma and its potential clinical implications.

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Cite This Study

Jeong et al. (2026) studied this question.

synapsesocial.com/papers/69b4fc1fb39f7826a300cd22https://doi.org/10.1038/s41586-026-10214-2
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Single-cell multidimensional profiling of tumor cell heterogeneity in supratentorial ependymomas2024
  2. 2EPEN-09. Single-cell multidimensional profiling of tumor cell heterogeneity in supratentorial ependymomas2025
  3. 3Single-nucleus transcriptomics of spinal ependymoma subtypes recognizes intratumoral heterogeneity2025
  4. 4Histopathological Assessment of Cellular Heterogeneity in Pediatric Ependymomas2025
  5. 5P01.15.A SINGLE NUCLEUS TRANSCRIPTOMICS OF SPINAL EPENDYMOMA TYPES AND SUBTYPES RECOGNIZES INTRATUMORAL HETEROGENEITY2025