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Research Article

Hypoxia tolerance in the Norrin-deficient retina and the chronically hypoxic brain studied at single-cell resolution

View ORCID ProfileJacob S. Heng, View ORCID ProfileAmir Rattner, Genevieve L. Stein-O’Brien, Briana L. Winer, View ORCID ProfileBryan W. Jones, Hilary J. Vernon, Loyal A. Goff, and View ORCID ProfileJeremy Nathans
PNAS April 30, 2019 116 (18) 9103-9114; first published April 15, 2019; https://doi.org/10.1073/pnas.1821122116
Jacob S. Heng
aDepartment of Molecular Biology and Genetics, Johns Hopkins University School of Medicine, Baltimore, MD 21205;
bDepartment of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD 21205;
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  • ORCID record for Jacob S. Heng
Amir Rattner
aDepartment of Molecular Biology and Genetics, Johns Hopkins University School of Medicine, Baltimore, MD 21205;
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Genevieve L. Stein-O’Brien
bDepartment of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD 21205;
cMcKusick–Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205;
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Briana L. Winer
bDepartment of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD 21205;
cMcKusick–Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205;
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Bryan W. Jones
dMoran Eye Center, University of Utah, Salt Lake City, UT 84132;
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  • ORCID record for Bryan W. Jones
Hilary J. Vernon
cMcKusick–Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205;
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Loyal A. Goff
bDepartment of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD 21205;
cMcKusick–Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205;
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Jeremy Nathans
aDepartment of Molecular Biology and Genetics, Johns Hopkins University School of Medicine, Baltimore, MD 21205;
bDepartment of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD 21205;
eDepartment of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21205;
fHoward Hughes Medical Institute, Johns Hopkins University School of Medicine, Baltimore, MD 21205
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  • ORCID record for Jeremy Nathans
  • For correspondence: jnathans@jhmi.edu
  1. Contributed by Jeremy Nathans, March 6, 2019 (sent for review December 11, 2018; reviewed by Bo Chen and Tiansen Li)

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Significance

Chronic CNS hypoxia is a characteristic of diverse vascular disorders and environmental conditions. There is strong physiologic evidence that neurons and glia mount a protective response in the face of hypoxic stress. We used single-cell RNA sequencing and metabolic profiling to study the hypoxia responses of neurons and glia in the retina in a mouse model of familial exudative vitreoretinopathy, a developmental disorder in which retinal vascularization is incomplete. These responses were compared with those induced in the mouse cerebral cortex by a 1-week exposure to low atmospheric oxygen. These experiments reveal a distinctive set of genomic and metabolic responses in the hypoxic retina and a related set of genomic responses in the hypoxic cerebral cortex.

Abstract

The mammalian CNS is capable of tolerating chronic hypoxia, but cell type-specific responses to this stress have not been systematically characterized. In the Norrin KO (NdpKO) mouse, a model of familial exudative vitreoretinopathy (FEVR), developmental hypovascularization of the retina produces chronic hypoxia of inner nuclear-layer (INL) neurons and Muller glia. We used single-cell RNA sequencing, untargeted metabolomics, and metabolite labeling from 13C-glucose to compare WT and NdpKO retinas. In NdpKO retinas, we observe gene expression responses consistent with hypoxia in Muller glia and retinal neurons, and we find a metabolic shift that combines reduced flux through the TCA cycle with increased synthesis of serine, glycine, and glutathione. We also used single-cell RNA sequencing to compare the responses of individual cell types in NdpKO retinas with those in the hypoxic cerebral cortex of mice that were housed for 1 week in a reduced oxygen environment (7.5% oxygen). In the hypoxic cerebral cortex, glial transcriptome responses most closely resemble the response of Muller glia in the NdpKO retina. In both retina and brain, vascular endothelial cells activate a previously dormant tip cell gene expression program, which likely underlies the adaptive neoangiogenic response to chronic hypoxia. These analyses of retina and brain transcriptomes at single-cell resolution reveal both shared and cell type-specific changes in gene expression in response to chronic hypoxia, implying both shared and distinct cell type-specific physiologic responses.

  • Norrie disease
  • familial exudative vitreoretinopathy
  • single-cell RNA-seq
  • serine synthesis
  • metabolomics

Footnotes

  • ↵1To whom correspondence should be addressed. Email: jnathans{at}jhmi.edu.
  • Author contributions: J.S.H., A.R., B.W.J., H.J.V., L.A.G., and J.N. designed research; J.S.H., A.R., B.L.W., B.W.J., and J.N. performed research; J.S.H., G.L.S.-O., and L.A.G. contributed new reagents/analytic tools; J.S.H., A.R., G.L.S.-O., B.W.J., H.J.V., L.A.G., and J.N. analyzed data; and J.S.H., L.A.G., and J.N. wrote the paper.

  • Reviewers: B.C., Icahn School of Medicine at Mount Sinai; and T.L., National Eye Institute.

  • The authors declare no conflict of interest.

  • Data deposition: The sequencing data reported in this paper have been deposited in the Gene Expression Omnibus (GEO) database, https://www.ncbi.nlm.nih.gov/geo/ (accession no. GSE125708). The annotated datasets can be viewed at https://jacobheng.shinyapps.io/cnshypoxia/ and loom.gofflab.org. Supplementary code for processing and visualizing the scRNA-seq data can be found in an R package, cellwrangler (https://github.com/jacobheng/cellwrangler).

  • This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1821122116/-/DCSupplemental.

Published under the PNAS license.

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Hypoxia tolerance in the Norrin-deficient retina and the chronically hypoxic brain studied at single-cell resolution
Jacob S. Heng, Amir Rattner, Genevieve L. Stein-O’Brien, Briana L. Winer, Bryan W. Jones, Hilary J. Vernon, Loyal A. Goff, Jeremy Nathans
Proceedings of the National Academy of Sciences Apr 2019, 116 (18) 9103-9114; DOI: 10.1073/pnas.1821122116

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Hypoxia tolerance in the Norrin-deficient retina and the chronically hypoxic brain studied at single-cell resolution
Jacob S. Heng, Amir Rattner, Genevieve L. Stein-O’Brien, Briana L. Winer, Bryan W. Jones, Hilary J. Vernon, Loyal A. Goff, Jeremy Nathans
Proceedings of the National Academy of Sciences Apr 2019, 116 (18) 9103-9114; DOI: 10.1073/pnas.1821122116
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