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An atlas of late prenatal human neurodevelopment resolved by single-nucleus transcriptomics

Author

Listed:
  • Susana I. Ramos

    (Icahn School of Medicine at Mount Sinai
    Icahn School of Medicine at Mount Sinai)

  • Zarmeen M. Mussa

    (Icahn School of Medicine at Mount Sinai
    Icahn School of Medicine at Mount Sinai)

  • Elisa N. Falk

    (Icahn School of Medicine at Mount Sinai
    Boston Children’s Hospital)

  • Balagopal Pai

    (Icahn School of Medicine at Mount Sinai
    Icahn School of Medicine at Mount Sinai)

  • Bruno Giotti

    (Icahn School of Medicine at Mount Sinai)

  • Kimaada Allette

    (Icahn School of Medicine at Mount Sinai)

  • Peiwen Cai

    (Icahn School of Medicine at Mount Sinai)

  • Fumiko Dekio

    (Icahn School of Medicine at Mount Sinai)

  • Robert Sebra

    (Icahn School of Medicine at Mount Sinai
    Icahn School of Medicine at Mount Sinai)

  • Kristin G. Beaumont

    (Icahn School of Medicine at Mount Sinai)

  • Alexander M. Tsankov

    (Icahn School of Medicine at Mount Sinai
    Icahn School of Medicine at Mount Sinai)

  • Nadejda M. Tsankova

    (Icahn School of Medicine at Mount Sinai
    Icahn School of Medicine at Mount Sinai
    Icahn School of Medicine at Mount Sinai)

Abstract

Late prenatal development of the human neocortex encompasses a critical period of gliogenesis and cortical expansion. However, systematic single-cell analyses to resolve cellular diversity and gliogenic lineages of the third trimester are lacking. Here, we present a comprehensive single-nucleus RNA sequencing atlas of over 200,000 nuclei derived from the proliferative germinal matrix and laminating cortical plate of 15 prenatal, non-pathological postmortem samples from 17 to 41 gestational weeks, and 3 adult controls. This dataset captures prenatal gliogenesis with high temporal resolution and is provided as a resource for further interrogation. Our computational analysis resolves greater complexity of glial progenitors, including transient glial intermediate progenitor cell (gIPC) and nascent astrocyte populations in the third trimester of human gestation. We use lineage trajectory and RNA velocity inference to further characterize specific gIPC subpopulations preceding both oligodendrocyte (gIPC-O) and astrocyte (gIPC-A) lineage differentiation. We infer unique transcriptional drivers and biological pathways associated with each developmental state, validate gIPC-A and gIPC-O presence within the human germinal matrix and cortical plate in situ, and demonstrate gIPC states being recapitulated across adult and pediatric glioblastoma tumors.

Suggested Citation

  • 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.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-34975-2
    DOI: 10.1038/s41467-022-34975-2
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    References listed on IDEAS

    as
    1. 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. "Author Correction: Single-cell RNA-seq reveals that glioblastoma recapitulates a normal neurodevelopmental hierarchy," Nature Communications, Nature, vol. 11(1), pages 1-1, December.
    2. Suijuan Zhong & Wenyu Ding & Le Sun & Yufeng Lu & Hao Dong & Xiaoying Fan & Zeyuan Liu & Ruiguo Chen & Shu Zhang & Qiang Ma & Fuchou Tang & Qian Wu & Xiaoqun Wang, 2020. "Decoding the development of the human hippocampus," Nature, Nature, vol. 577(7791), pages 531-536, January.
    3. 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.
    4. Gioele La Manno & Ruslan Soldatov & Amit Zeisel & Emelie Braun & Hannah Hochgerner & Viktor Petukhov & Katja Lidschreiber & Maria E. Kastriti & Peter Lönnerberg & Alessandro Furlan & Jean Fan & Lars E, 2018. "RNA velocity of single cells," Nature, Nature, vol. 560(7719), pages 494-498, August.
    5. Yingyao Zhou & Bin Zhou & Lars Pache & Max Chang & Alireza Hadj Khodabakhshi & Olga Tanaseichuk & Christopher Benner & Sumit K. Chanda, 2019. "Metascape provides a biologist-oriented resource for the analysis of systems-level datasets," Nature Communications, Nature, vol. 10(1), pages 1-10, December.
    6. Jeremy A. Miller & Song-Lin Ding & Susan M. Sunkin & Kimberly A. Smith & Lydia Ng & Aaron Szafer & Amanda Ebbert & Zackery L. Riley & Joshua J. Royall & Kaylynn Aiona & James M. Arnold & Crissa Bennet, 2014. "Transcriptional landscape of the prenatal human brain," Nature, Nature, vol. 508(7495), pages 199-206, April.
    7. Jessica Tome-Garcia & Parsa Erfani & German Nudelman & Alexander M. Tsankov & Igor Katsyv & Rut Tejero & Zhang & Martin Walsh & Roland H. Friedel & Elena Zaslavsky & Nadejda M. Tsankova, 2018. "Analysis of chromatin accessibility uncovers TEAD1 as a regulator of migration in human glioblastoma," Nature Communications, Nature, vol. 9(1), pages 1-13, December.
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