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Impaired local intrinsic immunity to SARS-CoV-2 infection in severe COVID-19

View ORCID ProfileCarly G. K. Ziegler, Vincent N. Miao, Anna H. Owings, Andrew W. Navia, Ying Tang, Joshua D. Bromley, Peter Lotfy, Meredith Sloan, Hannah Laird, Haley B. Williams, Micayla George, Riley S. Drake, Taylor Christian, Adam Parker, Campbell B. Sindel, Molly W. Burger, Yilianys Pride, Mohammad Hasan, George E. Abraham III, Michal Senitko, Tanya O. Robinson, View ORCID ProfileAlex K. Shalek, Sarah C. Glover, Bruce H. Horwitz, View ORCID ProfileJose Ordovas-Montanes
doi: https://doi.org/10.1101/2021.02.20.431155
Carly G. K. Ziegler
1Program in Health Sciences & Technology, Harvard Medical School & MIT, Boston, MA 02115, USA
2Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
3Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
4Harvard Graduate Program in Biophysics, Harvard University, Cambridge, MA 02138, USA
5Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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  • ORCID record for Carly G. K. Ziegler
Vincent N. Miao
1Program in Health Sciences & Technology, Harvard Medical School & MIT, Boston, MA 02115, USA
2Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
3Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
5Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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Anna H. Owings
6Department of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA
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Andrew W. Navia
2Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
3Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
5Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
7Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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Ying Tang
8Division of Gastroenterology, Hepatology, and Nutrition, Boston Children’s Hospital, Boston, MA 02115, USA
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Joshua D. Bromley
2Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
3Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
5Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
9Department of Microbiology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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Peter Lotfy
3Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
8Division of Gastroenterology, Hepatology, and Nutrition, Boston Children’s Hospital, Boston, MA 02115, USA
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Meredith Sloan
6Department of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA
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Hannah Laird
10Division of Digestive Diseases, University of Mississippi Medical Center, Jackson, MS 39216, USA
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Haley B. Williams
10Division of Digestive Diseases, University of Mississippi Medical Center, Jackson, MS 39216, USA
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Micayla George
2Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
3Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
5Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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Riley S. Drake
2Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
3Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
5Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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Taylor Christian
6Department of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA
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Adam Parker
10Division of Digestive Diseases, University of Mississippi Medical Center, Jackson, MS 39216, USA
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Campbell B. Sindel
11Division of Pulmonary, Critical Care, and Sleep Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA
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Molly W. Burger
12Obstetrics and Gynecology, University of Mississippi Medical Center, Jackson, MS 39216, USA
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Yilianys Pride
10Division of Digestive Diseases, University of Mississippi Medical Center, Jackson, MS 39216, USA
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Mohammad Hasan
10Division of Digestive Diseases, University of Mississippi Medical Center, Jackson, MS 39216, USA
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George E. Abraham III
11Division of Pulmonary, Critical Care, and Sleep Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA
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Michal Senitko
11Division of Pulmonary, Critical Care, and Sleep Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA
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Tanya O. Robinson
10Division of Digestive Diseases, University of Mississippi Medical Center, Jackson, MS 39216, USA
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Alex K. Shalek
1Program in Health Sciences & Technology, Harvard Medical School & MIT, Boston, MA 02115, USA
2Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
3Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
4Harvard Graduate Program in Biophysics, Harvard University, Cambridge, MA 02138, USA
5Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
7Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
13Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
15Program in Immunology, Harvard Medical School, Boston, MA 02115, USA
16Harvard Stem Cell Institute, Cambridge, MA 02138, USA
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  • ORCID record for Alex K. Shalek
  • For correspondence: jose.ordovas-montanes@childrens.harvard.edu bruce.horwitz@childrens.harvard.edu scglover@umc.edu shalek@mit.edu
Sarah C. Glover
10Division of Digestive Diseases, University of Mississippi Medical Center, Jackson, MS 39216, USA
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  • For correspondence: jose.ordovas-montanes@childrens.harvard.edu bruce.horwitz@childrens.harvard.edu scglover@umc.edu shalek@mit.edu
Bruce H. Horwitz
8Division of Gastroenterology, Hepatology, and Nutrition, Boston Children’s Hospital, Boston, MA 02115, USA
14Division of Emergency Medicine, Boston Children’s Hospital, Boston, MA 02115, USA
15Program in Immunology, Harvard Medical School, Boston, MA 02115, USA
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  • For correspondence: jose.ordovas-montanes@childrens.harvard.edu bruce.horwitz@childrens.harvard.edu scglover@umc.edu shalek@mit.edu
Jose Ordovas-Montanes
3Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
8Division of Gastroenterology, Hepatology, and Nutrition, Boston Children’s Hospital, Boston, MA 02115, USA
15Program in Immunology, Harvard Medical School, Boston, MA 02115, USA
16Harvard Stem Cell Institute, Cambridge, MA 02138, USA
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  • For correspondence: jose.ordovas-montanes@childrens.harvard.edu bruce.horwitz@childrens.harvard.edu scglover@umc.edu shalek@mit.edu
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ABSTRACT

Infection with SARS-CoV-2, the virus that causes COVID-19, can lead to severe lower respiratory illness including pneumonia and acute respiratory distress syndrome, which can result in profound morbidity and mortality. However, many infected individuals are either asymptomatic or have isolated upper respiratory symptoms, which suggests that the upper airways represent the initial site of viral infection, and that some individuals are able to largely constrain viral pathology to the nasal and oropharyngeal tissues. Which cell types in the human nasopharynx are the primary targets of SARS-CoV-2 infection, and how infection influences the cellular organization of the respiratory epithelium remains incompletely understood. Here, we present nasopharyngeal samples from a cohort of 35 individuals with COVID-19, representing a wide spectrum of disease states from ambulatory to critically ill, as well as 23 healthy and intubated patients without COVID-19. Using standard nasopharyngeal swabs, we collected viable cells and performed single-cell RNA-sequencing (scRNA-seq), simultaneously profiling both host and viral RNA. We find that following infection with SARS-CoV-2, the upper respiratory epithelium undergoes massive reorganization: secretory cells diversify and expand, and mature epithelial cells are preferentially lost. Further, we observe evidence for deuterosomal cell and immature ciliated cell expansion, potentially representing active repopulation of lost ciliated cells through coupled secretory cell differentiation. Epithelial cells from participants with mild/moderate COVID-19 show extensive induction of genes associated with anti-viral and type I interferon responses. In contrast, cells from participants with severe lower respiratory symptoms appear globally muted in their anti-viral capacity, despite substantially higher local inflammatory myeloid populations and equivalent nasal viral loads. This suggests an essential role for intrinsic, local epithelial immunity in curbing and constraining viral-induced pathology. Using a custom computational pipeline, we characterized cell-associated SARS-CoV-2 RNA and identified rare cells with RNA intermediates strongly suggestive of active replication. Both within and across individuals, we find remarkable diversity and heterogeneity among SARS-CoV-2 RNA+ host cells, including developing/immature and interferon-responsive ciliated cells, KRT13+ “hillock”-like cells, and unique subsets of secretory, goblet, and squamous cells. Finally, SARS-CoV-2 RNA+ cells, as compared to uninfected bystanders, are enriched for genes involved in susceptibility (e.g., CTSL, TMPRSS2) or response (e.g., MX1, IFITM3, EIF2AK2) to infection. Together, this work defines both protective and detrimental host responses to SARS-CoV-2, determines the direct viral targets of infection, and suggests that failed anti-viral epithelial immunity in the nasal mucosa may underlie the progression to severe COVID-19.

Competing Interest Statement

A.K.S. reports compensation for consulting and/or SAB membership from Merck, Honeycomb Biotechnologies, Cellarity, Repertoire Immune Medicines, Hovione, Ochre Bio, and Dahlia Biosciences. J.O.M. reports compensation for consulting services with Cellarity and Hovione.

Footnotes

  • https://singlecell.broadinstitute.org/single_cell/study/SCP1289/

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Impaired local intrinsic immunity to SARS-CoV-2 infection in severe COVID-19
Carly G. K. Ziegler, Vincent N. Miao, Anna H. Owings, Andrew W. Navia, Ying Tang, Joshua D. Bromley, Peter Lotfy, Meredith Sloan, Hannah Laird, Haley B. Williams, Micayla George, Riley S. Drake, Taylor Christian, Adam Parker, Campbell B. Sindel, Molly W. Burger, Yilianys Pride, Mohammad Hasan, George E. Abraham III, Michal Senitko, Tanya O. Robinson, Alex K. Shalek, Sarah C. Glover, Bruce H. Horwitz, Jose Ordovas-Montanes
bioRxiv 2021.02.20.431155; doi: https://doi.org/10.1101/2021.02.20.431155
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Impaired local intrinsic immunity to SARS-CoV-2 infection in severe COVID-19
Carly G. K. Ziegler, Vincent N. Miao, Anna H. Owings, Andrew W. Navia, Ying Tang, Joshua D. Bromley, Peter Lotfy, Meredith Sloan, Hannah Laird, Haley B. Williams, Micayla George, Riley S. Drake, Taylor Christian, Adam Parker, Campbell B. Sindel, Molly W. Burger, Yilianys Pride, Mohammad Hasan, George E. Abraham III, Michal Senitko, Tanya O. Robinson, Alex K. Shalek, Sarah C. Glover, Bruce H. Horwitz, Jose Ordovas-Montanes
bioRxiv 2021.02.20.431155; doi: https://doi.org/10.1101/2021.02.20.431155

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