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Single-cell RNA-seq reveals that glioblastoma recapitulates a normal neurodevelopmental hierarchy

Author

Listed:
  • Charles P. Couturier

    (McGill University)

  • Shamini Ayyadhury

    (McGill University)

  • Phuong U. Le

    (McGill University)

  • Javad Nadaf

    (McGill University
    McGill University
    McGill University and Genome Québec Innovation Centre)

  • Jean Monlong

    (McGill University)

  • Gabriele Riva

    (McGill University)

  • Redouane Allache

    (McGill University)

  • Salma Baig

    (McGill University)

  • Xiaohua Yan

    (McGill University)

  • Mathieu Bourgey

    (McGill University
    McGill University and Genome Québec Innovation Centre
    McGill University)

  • Changseok Lee

    (McGill University)

  • Yu Chang David Wang

    (McGill University
    McGill University and Genome Québec Innovation Centre)

  • V. Wee Yong

    (University of Calgary)

  • Marie-Christine Guiot

    (McGill University)

  • Hamed Najafabadi

    (McGill University
    McGill University and Genome Québec Innovation Centre)

  • Bratislav Misic

    (McGill University)

  • Jack Antel

    (McGill University)

  • Guillaume Bourque

    (McGill University
    McGill University and Genome Québec Innovation Centre
    McGill University)

  • Jiannis Ragoussis

    (McGill University
    McGill University and Genome Québec Innovation Centre
    McGill University)

  • Kevin Petrecca

    (McGill University)

Abstract

Cancer stem cells are critical for cancer initiation, development, and treatment resistance. Our understanding of these processes, and how they relate to glioblastoma heterogeneity, is limited. To overcome these limitations, we performed single-cell RNA sequencing on 53586 adult glioblastoma cells and 22637 normal human fetal brain cells, and compared the lineage hierarchy of the developing human brain to the transcriptome of cancer cells. We find a conserved neural tri-lineage cancer hierarchy centered around glial progenitor-like cells. We also find that this progenitor population contains the majority of the cancer’s cycling cells, and, using RNA velocity, is often the originator of the other cell types. Finally, we show that this hierarchal map can be used to identify therapeutic targets specific to progenitor cancer stem cells. Our analyses show that normal brain development reconciles glioblastoma development, suggests a possible origin for glioblastoma hierarchy, and helps to identify cancer stem cell-specific targets.

Suggested Citation

  • Charles P. Couturier & Shamini Ayyadhury & Phuong U. Le & Javad Nadaf & Jean Monlong & Gabriele Riva & Redouane Allache & Salma Baig & Xiaohua Yan & Mathieu Bourgey & Changseok Lee & Yu Chang David Wa, 2020. "Single-cell RNA-seq reveals that glioblastoma recapitulates a normal neurodevelopmental hierarchy," Nature Communications, Nature, vol. 11(1), pages 1-19, December.
  • Handle: RePEc:nat:natcom:v:11:y:2020:i:1:d:10.1038_s41467-020-17186-5
    DOI: 10.1038/s41467-020-17186-5
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    Cited by:

    1. Akram A. Hamed & Daniel J. Kunz & Ibrahim El-Hamamy & Quang M. Trinh & Omar D. Subedar & Laura M. Richards & Warren Foltz & Garrett Bullivant & Matthaeus Ware & Maria C. Vladoiu & Jiao Zhang & Antony , 2022. "A brain precursor atlas reveals the acquisition of developmental-like states in adult cerebral tumours," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    2. Ziqi Gao & Chenran Jiang & Jiawen Zhang & Xiaosen Jiang & Lanqing Li & Peilin Zhao & Huanming Yang & Yong Huang & Jia Li, 2023. "Hierarchical graph learning for protein–protein interaction," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    3. Yanming Ren & Zongyao Huang & Lingling Zhou & Peng Xiao & Junwei Song & Ping He & Chuanxing Xie & Ran Zhou & Menghan Li & Xiangqun Dong & Qing Mao & Chao You & Jianguo Xu & Yanhui Liu & Zhigang Lan & , 2023. "Spatial transcriptomics reveals niche-specific enrichment and vulnerabilities of radial glial stem-like cells in malignant gliomas," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    4. Claire Vinel & Gabriel Rosser & Loredana Guglielmi & Myrianni Constantinou & Nicola Pomella & Xinyu Zhang & James R. Boot & Tania A. Jones & Thomas O. Millner & Anaelle A. Dumas & Vardhman Rakyan & Je, 2021. "Comparative epigenetic analysis of tumour initiating cells and syngeneic EPSC-derived neural stem cells in glioblastoma," Nature Communications, Nature, vol. 12(1), pages 1-20, December.
    5. Cristiana Spinelli & Lata Adnani & Brian Meehan & Laura Montermini & Sidong Huang & Minjun Kim & Tamiko Nishimura & Sidney E. Croul & Ichiro Nakano & Yasser Riazalhosseini & Janusz Rak, 2024. "Mesenchymal glioma stem cells trigger vasectasia—distinct neovascularization process stimulated by extracellular vesicles carrying EGFR," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    6. Prach Techameena & Xiaona Feng & Kaiwen Zhang & Saida Hadjab, 2024. "The single-cell transcriptomic atlas iPain identifies senescence of nociceptors as a therapeutical target for chronic pain treatment," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    7. Mykhaylo Slobodyanyuk & Alexander T. Bahcheli & Zoe P. Klein & Masroor Bayati & Lisa J. Strug & Jüri Reimand, 2024. "Directional integration and pathway enrichment analysis for multi-omics data," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    8. Polina Kameneva & Victoria I. Melnikova & Maria Eleni Kastriti & Anastasia Kurtova & Emil Kryukov & Aliia Murtazina & Louis Faure & Irina Poverennaya & Artem V. Artemov & Tatiana S. Kalinina & Nikita , 2022. "Serotonin limits generation of chromaffin cells during adrenal organ development," Nature Communications, Nature, vol. 13(1), pages 1-21, December.
    9. Susana I. Ramos & Zarmeen M. Mussa & Elisa N. Falk & Balagopal Pai & Bruno Giotti & Kimaada Allette & Peiwen Cai & Fumiko Dekio & Robert Sebra & Kristin G. Beaumont & Alexander M. Tsankov & Nadejda M., 2022. "An atlas of late prenatal human neurodevelopment resolved by single-nucleus transcriptomics," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    10. Arashdeep Singh & Arati Rajeevan & Vishaka Gopalan & Piyush Agrawal & Chi-Ping Day & Sridhar Hannenhalli, 2022. "Broad misappropriation of developmental splicing profile by cancer in multiple organs," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    11. Yuanning Zheng & Francisco Carrillo-Perez & Marija Pizurica & Dieter Henrik Heiland & Olivier Gevaert, 2023. "Spatial cellular architecture predicts prognosis in glioblastoma," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    12. Min Wu & Tingting Wang & Nan Ji & Ting Lu & Ran Yuan & Lingxiang Wu & Junxia Zhang & Mengyuan Li & Penghui Cao & Jiarui Zhao & Guanzhang Li & Jianyu Li & Yu Li & Yujie Tang & Zhengliang Gao & Xiuxing , 2024. "Multi-omics and pharmacological characterization of patient-derived glioma cell lines," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    13. Rana Salam & Alexa Saliou & Franck Bielle & Mathilde Bertrand & Christophe Antoniewski & Catherine Carpentier & Agusti Alentorn & Laurent Capelle & Marc Sanson & Emmanuelle Huillard & Léa Bellenger & , 2023. "Cellular senescence in malignant cells promotes tumor progression in mouse and patient Glioblastoma," Nature Communications, Nature, vol. 14(1), pages 1-21, December.
    14. Ido Nofech-Mozes & David Soave & Philip Awadalla & Sagi Abelson, 2023. "Pan-cancer classification of single cells in the tumour microenvironment," Nature Communications, Nature, vol. 14(1), pages 1-14, December.

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