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Longitudinal scRNA-seq analysis in mouse and human informs optimization of rapid mouse astrocyte differentiation protocols.

Publication ,  Journal Article
Frazel, PW; Labib, D; Fisher, T; Brosh, R; Pirjanian, N; Marchildon, A; Boeke, JD; Fossati, V; Liddelow, SA
Published in: Nature neuroscience
October 2023

Macroglia (astrocytes and oligodendrocytes) are required for normal development and function of the central nervous system, yet many questions remain about their emergence during the development of the brain and spinal cord. Here we used single-cell/single-nucleus RNA sequencing (scRNA-seq/snRNA-seq) to analyze over 298,000 cells and nuclei during macroglia differentiation from mouse embryonic and human-induced pluripotent stem cells. We computationally identify candidate genes involved in the fate specification of glia in both species and report heterogeneous expression of astrocyte surface markers across differentiating cells. We then used our transcriptomic data to optimize a previous mouse astrocyte differentiation protocol, decreasing the overall protocol length and complexity. Finally, we used multi-omic, dual single-nuclei (sn)RNA-seq/snATAC-seq analysis to uncover potential genomic regulatory sites mediating glial differentiation. These datasets will enable future optimization of glial differentiation protocols and provide insight into human glial differentiation.

Duke Scholars

Published In

Nature neuroscience

DOI

EISSN

1546-1726

ISSN

1097-6256

Publication Date

October 2023

Volume

26

Issue

10

Start / End Page

1726 / 1738

Related Subject Headings

  • Single-Cell Gene Expression Analysis
  • Single-Cell Analysis
  • Sequence Analysis, RNA
  • Neurology & Neurosurgery
  • Neuroglia
  • Neurogenesis
  • Mice
  • Humans
  • Cell Differentiation
  • Astrocytes
 

Citation

APA
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ICMJE
MLA
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Frazel, P. W., Labib, D., Fisher, T., Brosh, R., Pirjanian, N., Marchildon, A., … Liddelow, S. A. (2023). Longitudinal scRNA-seq analysis in mouse and human informs optimization of rapid mouse astrocyte differentiation protocols. Nature Neuroscience, 26(10), 1726–1738. https://doi.org/10.1038/s41593-023-01424-2
Frazel, Paul W., David Labib, Theodore Fisher, Ran Brosh, Nicolette Pirjanian, Anne Marchildon, Jef D. Boeke, Valentina Fossati, and Shane A. Liddelow. “Longitudinal scRNA-seq analysis in mouse and human informs optimization of rapid mouse astrocyte differentiation protocols.Nature Neuroscience 26, no. 10 (October 2023): 1726–38. https://doi.org/10.1038/s41593-023-01424-2.
Frazel PW, Labib D, Fisher T, Brosh R, Pirjanian N, Marchildon A, et al. Longitudinal scRNA-seq analysis in mouse and human informs optimization of rapid mouse astrocyte differentiation protocols. Nature neuroscience. 2023 Oct;26(10):1726–38.
Frazel, Paul W., et al. “Longitudinal scRNA-seq analysis in mouse and human informs optimization of rapid mouse astrocyte differentiation protocols.Nature Neuroscience, vol. 26, no. 10, Oct. 2023, pp. 1726–38. Epmc, doi:10.1038/s41593-023-01424-2.
Frazel PW, Labib D, Fisher T, Brosh R, Pirjanian N, Marchildon A, Boeke JD, Fossati V, Liddelow SA. Longitudinal scRNA-seq analysis in mouse and human informs optimization of rapid mouse astrocyte differentiation protocols. Nature neuroscience. 2023 Oct;26(10):1726–1738.

Published In

Nature neuroscience

DOI

EISSN

1546-1726

ISSN

1097-6256

Publication Date

October 2023

Volume

26

Issue

10

Start / End Page

1726 / 1738

Related Subject Headings

  • Single-Cell Gene Expression Analysis
  • Single-Cell Analysis
  • Sequence Analysis, RNA
  • Neurology & Neurosurgery
  • Neuroglia
  • Neurogenesis
  • Mice
  • Humans
  • Cell Differentiation
  • Astrocytes