Single-cell RNA sequencing reveals SARS-CoV-2 infection dynamics in lungs of African green monkeys.

Emily Speranza, Brandi N Williamson, Friederike Feldmann, Gail L Sturdevant, Lizzette Pérez-Pérez, Kimberly Meade-White, Brian J Smith, Jamie Lovaglio, Craig Martens, Vincent J Munster, Atsushi Okumura, Carl Shaia, Heinz Feldmann, Sonja M Best, Emmie de Wit
Author Information
  1. Emily Speranza: Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA. ORCID
  2. Brandi N Williamson: Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA.
  3. Friederike Feldmann: Rocky Mountain Veterinary Branch, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA. ORCID
  4. Gail L Sturdevant: Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA. ORCID
  5. Lizzette Pérez-Pérez: Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA. ORCID
  6. Kimberly Meade-White: Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA. ORCID
  7. Brian J Smith: Rocky Mountain Veterinary Branch, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA.
  8. Jamie Lovaglio: Rocky Mountain Veterinary Branch, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA.
  9. Craig Martens: Research Technologies Branch, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA.
  10. Vincent J Munster: Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA. ORCID
  11. Atsushi Okumura: Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA. ORCID
  12. Carl Shaia: Rocky Mountain Veterinary Branch, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA. ORCID
  13. Heinz Feldmann: Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA. ORCID
  14. Sonja M Best: Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA. ORCID
  15. Emmie de Wit: Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA. emmie.dewit@nih.gov. ORCID

Abstract

Detailed knowledge about the dynamics of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection is important for uncovering the viral and host factors that contribute to coronavirus disease 2019 (COVID-19) pathogenesis. Old-World nonhuman primates recapitulate mild to moderate cases of COVID-19, thereby serving as important pathogenesis models. We compared African green monkeys inoculated with infectious SARS-CoV-2 or irradiated, inactivated virus to study the dynamics of virus replication throughout the respiratory tract. Genomic RNA from the animals inoculated with the irradiated virus was found to be highly stable, whereas subgenomic RNA, an indicator of viral replication, was found to degrade quickly. We combined this information with single-cell RNA sequencing of cells isolated from the lung and lung-draining mediastinal lymph nodes and developed new analysis methods for unbiased targeting of important cells in the host response to SARS-CoV-2 infection. Through detection of reads to the viral genome, we were able to determine that replication of the virus in the lungs appeared to occur mainly in pneumocytes, whereas macrophages drove the inflammatory response. Monocyte-derived macrophages recruited to the lungs, rather than tissue-resident alveolar macrophages, were most likely to be responsible for phagocytosis of infected cells and cellular debris early in infection, with their roles switching during clearance of infection. Together, our dataset provides a detailed view of the dynamics of virus replication and host responses over the course of mild COVID-19 and serves as a valuable resource to identify therapeutic targets.

References

  1. J Clin Invest. 2019 Jul 29;129(9):3625-3639 [PMID: 31355779]
  2. Clin Infect Dis. 2020 Dec 17;71(10):2663-2666 [PMID: 32442256]
  3. J Exp Med. 2017 May 1;214(5):1281-1296 [PMID: 28432199]
  4. Histopathology. 2020 Aug;77(2):198-209 [PMID: 32364264]
  5. Eur J Clin Microbiol Infect Dis. 2020 Jun;39(6):1011-1019 [PMID: 32291542]
  6. Virol J. 2014 May 06;11:82 [PMID: 24885320]
  7. PLoS Pathog. 2020 Sep 18;16(9):e1008903 [PMID: 32946524]
  8. Biochem Biophys Res Commun. 2020 Jul 5;527(4):993-999 [PMID: 32446559]
  9. Genome Biol. 2019 Dec 31;21(1):1 [PMID: 31892341]
  10. Biochem Biophys Res Commun. 2020 May 21;526(1):135-140 [PMID: 32199615]
  11. Cell. 2018 May 17;173(5):1307 [PMID: 29775597]
  12. Nat Biotechnol. 2020 Aug;38(8):970-979 [PMID: 32591762]
  13. Cell Discov. 2020 May 4;6:31 [PMID: 32377375]
  14. Nature. 2020 Sep;585(7824):268-272 [PMID: 32396922]
  15. Virology. 2004 Dec 5;330(1):8-15 [PMID: 15527829]
  16. J Infect Dis. 2020 May 11;221(Suppl 4):S414-S418 [PMID: 31665362]
  17. Proc Natl Acad Sci U S A. 2013 Oct 8;110(41):16598-603 [PMID: 24062443]
  18. Am J Trop Med Hyg. 2019 May;100(5):1275-1277 [PMID: 30860018]
  19. Cell Host Microbe. 2016 Feb 10;19(2):181-93 [PMID: 26867177]
  20. Biomed J. 2017 Dec;40(6):305-312 [PMID: 29433833]
  21. J Exp Med. 2004 Jul 19;200(2):267-72 [PMID: 15263032]
  22. PLoS Pathog. 2018 Mar 9;14(3):e1006914 [PMID: 29522575]
  23. Euro Surveill. 2020 Jan;25(3): [PMID: 31992387]
  24. Nat Immunol. 2021 Jan;22(1):86-98 [PMID: 33235385]
  25. Nucleic Acids Res. 2002 Jan 1;30(1):207-10 [PMID: 11752295]
  26. Cell. 2020 May 14;181(4):914-921.e10 [PMID: 32330414]
  27. Nat Med. 2020 Jun;26(6):842-844 [PMID: 32398875]
  28. Nat Microbiol. 2018 Nov;3(11):1234-1242 [PMID: 30224800]
  29. PLoS One. 2015 Feb 23;10(2):e0117817 [PMID: 25706617]
  30. Immunity. 2012 Aug 24;37(2):364-76 [PMID: 22863836]
  31. Cell. 2013 Jul 3;154(1):197-212 [PMID: 23827683]
  32. Nature. 2020 May;581(7809):465-469 [PMID: 32235945]
  33. Emerg Infect Dis. 2020 Jun;26(6):1266-1273 [PMID: 32160149]
  34. Proc Natl Acad Sci U S A. 2005 Oct 25;102(43):15545-50 [PMID: 16199517]
  35. Nat Med. 2020 Jul;26(7):1070-1076 [PMID: 32514174]
  36. Cell. 2020 Jun 25;181(7):1475-1488.e12 [PMID: 32479746]
  37. Science. 2020 May 29;368(6494):1012-1015 [PMID: 32303590]
  38. EBioMedicine. 2020 Jul;57:102833 [PMID: 32574956]
  39. Nat Biotechnol. 2011 Jan;29(1):24-6 [PMID: 21221095]
  40. Cell. 2019 Jun 13;177(7):1888-1902.e21 [PMID: 31178118]
  41. Nature. 2020 Aug;584(7821):463-469 [PMID: 32717743]
  42. Nat Rev Immunol. 2020 Jun;20(6):363-374 [PMID: 32346093]
  43. J Clin Microbiol. 2020 Jul 23;58(8): [PMID: 32518072]
  44. Mod Pathol. 2020 Jun;33(6):1007-1014 [PMID: 32291399]
  45. Nat Med. 2020 May;26(5):681-687 [PMID: 32327758]

MeSH Term

Alveolar Epithelial Cells
Animals
Bronchoalveolar Lavage Fluid
COVID-19
Chlorocebus aethiops
DNA, Viral
Female
Genome, Viral
Inflammation
Lung
Lymph Nodes
Macrophages
Male
Mediastinum
SARS-CoV-2
Sequence Analysis, RNA
Single-Cell Analysis
Transcription, Genetic
Viral Load
Virus Replication

Chemicals

DNA, Viral