Single-nucleus transcriptome analysis of human brain immune response in patients with severe COVID-19.

John F Fullard, Hao-Chih Lee, Georgios Voloudakis, Shengbao Suo, Behnam Javidfar, Zhiping Shao, Cyril Peter, Wen Zhang, Shan Jiang, André Corvelo, Heather Wargnier, Emma Woodoff-Leith, Dushyant P Purohit, Sadhna Ahuja, Nadejda M Tsankova, Nathalie Jette, Gabriel E Hoffman, Schahram Akbarian, Mary Fowkes, John F Crary, Guo-Cheng Yuan, Panos Roussos
Author Information
  1. John F Fullard: Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  2. Hao-Chih Lee: Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  3. Georgios Voloudakis: Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  4. Shengbao Suo: Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.
  5. Behnam Javidfar: Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  6. Zhiping Shao: Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  7. Cyril Peter: Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  8. Wen Zhang: Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  9. Shan Jiang: Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  10. André Corvelo: New York Genome Center, New York, NY, USA.
  11. Heather Wargnier: Department of Pathology, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  12. Emma Woodoff-Leith: Department of Pathology, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  13. Dushyant P Purohit: Department of Psychiatry, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  14. Sadhna Ahuja: Department of Pathology, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  15. Nadejda M Tsankova: Department of Pathology, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  16. Nathalie Jette: Department of Neurology, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  17. Gabriel E Hoffman: Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  18. Schahram Akbarian: Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  19. Mary Fowkes: Department of Pathology, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  20. John F Crary: Department of Pathology, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  21. Guo-Cheng Yuan: Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA.
  22. Panos Roussos: Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, New York, NY, 10029, USA. panagiotis.roussos@mssm.edu. ORCID

Abstract

BACKGROUND: Coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, has been associated with neurological and neuropsychiatric illness in many individuals. We sought to further our understanding of the relationship between brain tropism, neuro-inflammation, and host immune response in acute COVID-19 cases.
METHODS: Three brain regions (dorsolateral prefrontal cortex, medulla oblongata, and choroid plexus) from 5 patients with severe COVID-19 and 4 controls were examined. The presence of the virus was assessed by western blot against viral spike protein, as well as viral transcriptome analysis covering > 99% of SARS-CoV-2 genome and all potential serotypes. Droplet-based single-nucleus RNA sequencing (snRNA-seq) was performed in the same samples to examine the impact of COVID-19 on transcription in individual cells of the brain.
RESULTS: Quantification of viral spike S1 protein and viral transcripts did not detect SARS-CoV-2 in the postmortem brain tissue. However, analysis of 68,557 single-nucleus transcriptomes from three distinct regions of the brain identified an increased proportion of stromal cells, monocytes, and macrophages in the choroid plexus of COVID-19 patients. Furthermore, differential gene expression, pseudo-temporal trajectory, and gene regulatory network analyses revealed transcriptional changes in the cortical microglia associated with a range of biological processes, including cellular activation, mobility, and phagocytosis.
CONCLUSIONS: Despite the absence of detectable SARS-CoV-2 in the brain at the time of death, the findings suggest significant and persistent neuroinflammation in patients with acute COVID-19.

Keywords

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Grants

  1. R01-AG065582/NIA NIH HHS
  2. 0285VV12/Mount Sinai COVID-19 seed fund
  3. S10 OD026880/NIH HHS
  4. R01-AG067025/NIA NIH HHS
  5. RF1 DA048810/NIDA NIH HHS
  6. R01 AG065582/NIA NIH HHS
  7. R01 NS106229/NINDS NIH HHS

MeSH Term

Brain
COVID-19
Choroid Plexus
Gene Expression
Gene Expression Profiling
Gene Regulatory Networks
Humans
Immunity
Inflammation
Microglia
Prefrontal Cortex
SARS-CoV-2
Transcriptome