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Single-cell longitudinal analysis of SARS-CoV-2 infection in human airway epithelium

View ORCID ProfileNeal G. Ravindra, View ORCID ProfileMia Madel Alfajaro, Victor Gasque, Victoria Habet, Jin Wei, Renata B. Filler, View ORCID ProfileNicholas C. Huston, Han Wan, Klara Szigeti-Buck, Bao Wang, Guilin Wang, View ORCID ProfileRuth R. Montgomery, View ORCID ProfileStephanie C. Eisenbarth, Adam Williams, Anna Marie Pyle, View ORCID ProfileAkiko Iwasaki, Tamas L. Horvath, View ORCID ProfileEllen F. Foxman, View ORCID ProfileRichard W. Pierce, View ORCID ProfileDavid van Dijk, View ORCID ProfileCraig B. Wilen
doi: https://doi.org/10.1101/2020.05.06.081695
Neal G. Ravindra
1Cardiovascular Research Center, Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
2Department of Computer Science, Yale University, New Haven, CT, USA
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  • ORCID record for Neal G. Ravindra
Mia Madel Alfajaro
3Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
4Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
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Victor Gasque
1Cardiovascular Research Center, Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
2Department of Computer Science, Yale University, New Haven, CT, USA
5Université Claude Bernard Lyon 1, Faculté de Médecine Lyon Est, Lyon, France
6Département de Bioinformatique, Univ Evry, Université Paris-Saclay, Paris, France
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Victoria Habet
7Department of Pediatrics, Yale School of Medicine, New Haven, CT, USA
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Jin Wei
3Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
4Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
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Renata B. Filler
3Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
4Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
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Nicholas C. Huston
8Department of Molecular Biophysics & Biochemistry, Yale School of Medicine, New Haven, CT, USA
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Han Wan
9Department of Molecular, Cellular, and Developmental Biology, Yale School of Medicine, New Haven, CT, USA
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Klara Szigeti-Buck
10Department of Comparative Medicine, Yale School of Medicine, New Haven, CT, USA
11Department of Neuroscience, Yale School of Medicine, New Haven, CT, USA
12Department of Obstetrics, Gynecology, and Reproductive Sciences, Yale School of Medicine, New Haven, CT, USA
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Bao Wang
3Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
4Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
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Guilin Wang
13Yale Center for Genome Analysis, Yale School of Medicine, New Haven, CT, USA
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Ruth R. Montgomery
14Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
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Stephanie C. Eisenbarth
3Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
4Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
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Adam Williams
15The Jackson Laboratory, Farmington, CT, USA
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Anna Marie Pyle
8Department of Molecular Biophysics & Biochemistry, Yale School of Medicine, New Haven, CT, USA
16Howard Hughes Medical Institute, Chevy Chase, MD, USA
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Akiko Iwasaki
4Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
9Department of Molecular, Cellular, and Developmental Biology, Yale School of Medicine, New Haven, CT, USA
16Howard Hughes Medical Institute, Chevy Chase, MD, USA
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Tamas L. Horvath
8Department of Molecular Biophysics & Biochemistry, Yale School of Medicine, New Haven, CT, USA
9Department of Molecular, Cellular, and Developmental Biology, Yale School of Medicine, New Haven, CT, USA
10Department of Comparative Medicine, Yale School of Medicine, New Haven, CT, USA
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Ellen F. Foxman
3Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
4Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
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Richard W. Pierce
7Department of Pediatrics, Yale School of Medicine, New Haven, CT, USA
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David van Dijk
1Cardiovascular Research Center, Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
2Department of Computer Science, Yale University, New Haven, CT, USA
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  • For correspondence: david.vandijk@yale.edu craig.wilen@yale.edu
Craig B. Wilen
3Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
4Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
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  • ORCID record for Craig B. Wilen
  • For correspondence: david.vandijk@yale.edu craig.wilen@yale.edu
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Abstract

SARS-CoV-2, the causative agent of COVID-19, has tragically burdened individuals and institutions around the world. There are currently no approved drugs or vaccines for the treatment or prevention of COVID-19. Enhanced understanding of SARS-CoV-2 infection and pathogenesis is critical for the development of therapeutics. To reveal insight into viral replication, cell tropism, and host-viral interactions of SARS-CoV-2 we performed single-cell RNA sequencing of experimentally infected human bronchial epithelial cells (HBECs) in air-liquid interface cultures over a time-course. This revealed novel polyadenylated viral transcripts and highlighted ciliated cells as a major target of infection, which we confirmed by electron microscopy. Over the course of infection, cell tropism of SARS-CoV-2 expands to other epithelial cell types including basal and club cells. Infection induces cell-intrinsic expression of type I and type III IFNs and IL6 but not IL1. This results in expression of interferon-stimulated genes in both infected and bystander cells. We observe similar gene expression changes from a COVID-19 patient ex vivo. In addition, we developed a new computational method termed CONditional DENSity Embedding (CONDENSE) to characterize and compare temporal gene dynamics in response to infection, which revealed genes relating to endothelin, angiogenesis, interferon, and inflammation-causing signaling pathways. In this study, we conducted an in-depth analysis of SARS-CoV-2 infection in HBECs and a COVID-19 patient and revealed genes, cell types, and cell state changes associated with infection.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • https://github.com/vandijklab/HBEC_SARS-CoV-2_scRNA-seq

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 4.0 International license.
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Posted July 13, 2020.
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Single-cell longitudinal analysis of SARS-CoV-2 infection in human airway epithelium
Neal G. Ravindra, Mia Madel Alfajaro, Victor Gasque, Victoria Habet, Jin Wei, Renata B. Filler, Nicholas C. Huston, Han Wan, Klara Szigeti-Buck, Bao Wang, Guilin Wang, Ruth R. Montgomery, Stephanie C. Eisenbarth, Adam Williams, Anna Marie Pyle, Akiko Iwasaki, Tamas L. Horvath, Ellen F. Foxman, Richard W. Pierce, David van Dijk, Craig B. Wilen
bioRxiv 2020.05.06.081695; doi: https://doi.org/10.1101/2020.05.06.081695
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Single-cell longitudinal analysis of SARS-CoV-2 infection in human airway epithelium
Neal G. Ravindra, Mia Madel Alfajaro, Victor Gasque, Victoria Habet, Jin Wei, Renata B. Filler, Nicholas C. Huston, Han Wan, Klara Szigeti-Buck, Bao Wang, Guilin Wang, Ruth R. Montgomery, Stephanie C. Eisenbarth, Adam Williams, Anna Marie Pyle, Akiko Iwasaki, Tamas L. Horvath, Ellen F. Foxman, Richard W. Pierce, David van Dijk, Craig B. Wilen
bioRxiv 2020.05.06.081695; doi: https://doi.org/10.1101/2020.05.06.081695

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