TY - JOUR
T1 - Multidimensional profiling of heterogeneity in supratentorial ependymomas
AU - Jeong, Daeun
AU - Danielli, Sara G.
AU - Maaß, Kendra K.
AU - Ghasemi, David R.
AU - Tetzlaff, Svenja K.
AU - Reyhan, Ekin
AU - Jiang, Li
AU - Katiyar, Shashank
AU - Sundheimer, Julia K.
AU - Lo Cascio, Costanza
AU - Neyazi, Sina
AU - de Biagi-Junior, Carlos Alberto Oliveira
AU - Couvillon, Elsa
AU - Castellani, Sophia
AU - Pazyra-Murphy, Maria
AU - Mullally, Matthew
AU - Dehler, Marc Philipp
AU - Englinger, Bernhard
AU - Nascimento, Andrezza
AU - Cruzeiro, Gustavo Alencastro Veiga
AU - Marques, Joana G.
AU - Haase, Rebecca D.
AU - Nguyen, Cuong M.
AU - Baumgartner, Alicia Christina
AU - Rozowsky, Jacob S.
AU - Hack, Olivia A.
AU - Shaw, McKenzie L.
AU - Lotsch-Gojo, Daniela
AU - Bruckner, Katharina
AU - Korshunov, Andrey
AU - Pfister, Stefan M.
AU - Kool, Marcel
AU - Nowakowski, Tomasz J.
AU - Gojo, Johannes
AU - Baird, Lissa
AU - Alexandrescu, Sanda
AU - Pajtler, Kristian W.
AU - Venkataramani, Varun
AU - Filbin, Mariella G.
N1 - © 2026. The Author(s).
PY - 2026/4/23
Y1 - 2026/4/23
N2 - 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.
AB - 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.
KW - Supratentorial Neoplasms/pathology
KW - Neurons/pathology
KW - Cell Proliferation
KW - Humans
KW - Ependymoma/pathology
KW - Male
KW - Transcriptome/genetics
KW - Animals
KW - Neuroepithelial Cells/pathology
KW - Female
KW - Mice
KW - Cell Differentiation
KW - Tumor Microenvironment/genetics
KW - Single-Cell Analysis
KW - Cell Movement
UR - https://www.scopus.com/pages/publications/105033589023
UR - https://www.mendeley.com/catalogue/fb75798f-21ca-3ebb-848b-6e970075bac6/
U2 - 10.1038/s41586-026-10214-2
DO - 10.1038/s41586-026-10214-2
M3 - Article
C2 - 41813893
AN - SCOPUS:105033589023
SN - 0028-0836
VL - 652
SP - 1016
EP - 1026
JO - Nature
JF - Nature
IS - 8111
ER -