Glioblastoma scRNA-seq shows treatment-induced, immune-dependent increase in mesenchymal cancer cells and structural variants in distal neural stem cells

Charles Couturier(Montreal Neurological Institute and Hospital), Javad Nadaf(Montreal Neurological Institute and Hospital), Zhaorong Li(Brigham and Women's Hospital), Salma Baig(Montreal Neurological Institute and Hospital), Gabriele Riva(Montreal Neurological Institute and Hospital), Phuong Uyen Le(Montreal Neurological Institute and Hospital), Daan J. Kloosterman(The Netherlands Cancer Institute), Jean Monlong(University of California, Santa Cruz), Andriniaina Nkili Meyong(Montreal Neurological Institute and Hospital), Redouane Allache(Montreal Neurological Institute and Hospital), Theresa Degenhard(Montreal Neurological Institute and Hospital), Mariam Al-Rashid(Montreal Neurological Institute and Hospital), Marie‐Christine Guiot(Montreal Neurological Institute and Hospital), Guillaume Bourque(McGill Genome Centre), Jiannis Ragoussis(McGill Genome Centre), Leila Akkari(The Netherlands Cancer Institute), Francisco J. Quintana(Broad Institute), Kevin Petrecca(Montreal Neurological Institute and Hospital)
Neuro-Oncology
April 13, 2022
Cited by 57Open Access
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Abstract

BACKGROUND: Glioblastoma is a treatment-resistant brain cancer. Its hierarchical cellular nature and its tumor microenvironment (TME) before, during, and after treatments remain unresolved. METHODS: Here, we used single-cell RNA sequencing to analyze new and recurrent glioblastoma and the nearby subventricular zone (SVZ). RESULTS: We found 4 glioblastoma neural lineages are present in new and recurrent glioblastoma with an enrichment of the cancer mesenchymal lineage, immune cells, and reactive astrocytes in early recurrences. Cancer lineages were hierarchically organized around cycling oligodendrocytic and astrocytic progenitors that are transcriptomically similar but distinct to SVZ neural stem cells (NSCs). Furthermore, NSCs from the SVZ of patients with glioblastoma harbored glioblastoma chromosomal anomalies. Lastly, mesenchymal cancer cells and TME reactive astrocytes shared similar gene signatures which were induced by radiotherapy in a myeloid-dependent fashion in vivo. CONCLUSION: These data reveal the dynamic, immune-dependent nature of glioblastoma's response to treatments and identify distant NSCs as likely cells of origin.


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