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

Author:

Couturier Charles P1,Nadaf Javad123,Li Zhaorong4,Baig Salma1,Riva Gabriele1,Le Phuong1,Kloosterman Daan J5,Monlong Jean236,Nkili Meyong Andriniaina1,Allache Redouane1,Degenhard Theresa1,Al-Rashid Mariam1,Guiot Marie-Christine7,Bourque Guillaume23,Ragoussis Jiannis23,Akkari Leila5,Quintana Francisco J48,Petrecca Kevin1

Affiliation:

1. Department of Neurology and Neurosurgery, Montreal Neurological Institute-Hospital, McGill University , Montreal, Quebec , Canada

2. McGill University and Genome Québec Innovation Centre , Montreal, Quebec , Canada

3. Department of Human Genetics, Canadian Centre for Computational Genomics, McGill University , Montreal, Quebec , Canada

4. Ann Romney Center for Neurologic Diseases, Brigham and Women’s Hospital, Harvard Medical School , Boston, Massachusetts , USA

5. Tumour Biology and Immunology Division, The Netherlands Cancer Institute, Oncode Institute , Amsterdam , The Netherlands

6. UC Santa Cruz Genomics Institute , Santa Cruz, California , USA

7. Department of Neuropathology, Montreal Neurological Institute-Hospital, McGill University , Montreal, Quebec , Canada

8. The Broad Institute of MIT and Harvard , Cambridge, M assachusetts , USA

Abstract

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.

Funder

Compute Canada Resource Allocation

CFI Leaders Opportunity Fund

Genome Canada Science Technology Innovation Centre

Genome Innovation Node

Cancer Research Society

Canadian Cancer Research Institute

Brain Tumour Foundation of Canada

Canadian Institute of Health Research

TARGiT Foundation

A Brilliant Night Foundation

Argento Family Group Ercole

Fonds de Recherche du Québec—Santé Resident Physician Research Career Training Program Phase 1

Dutch Cancer Society

Dutch Research Council

Brain Tumour Funders Collaborative

Fonds de Recherche du Québec—Santé and the William Feindel Chair in Neuro-Oncology

Publisher

Oxford University Press (OUP)

Subject

Cancer Research,Neurology (clinical),Oncology

Reference47 articles.

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