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Shift of lung macrophage composition is associated with COVID-19 disease severity and recovery

Steven T. Chen, Matthew D. Park, Diane Marie Del Valle, Mark Buckup, Alexandra Tabachnikova, Nicole W. Simons, Konstantinos Mouskas, Brian Lee, Daniel Geanon, Darwin D’Souza, Travis Dawson, Robert Marvin, Kai Nie, View ORCID ProfileRyan C. Thompson, Zhen Zhao, Jessica LeBerichel, Christie Chang, Hajra Jamal, Udit Chaddha, Kusum Mathews, Samuel Acquah, Stacey-Ann Brown, Michelle Reiss, Timothy Harkin, Marc Feldmann, Charles A. Powell, Jaime L. Hook, Seunghee Kim-Schulze, Adeeb H. Rahman, Brian D. Brown, The Mount Sinai COVID-19 Biobank Team, Noam D. Beckmann, Sacha Gnjatic, Ephraim Kenigsberg, Alexander W. Charney, Miriam Merad
doi: https://doi.org/10.1101/2022.01.11.475918
Steven T. Chen
1The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
2The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
3Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Matthew D. Park
1The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
2The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
3Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Diane Marie Del Valle
1The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
2The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
4Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Mark Buckup
1The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
2The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
3Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Alexandra Tabachnikova
1The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
2The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
3Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Nicole W. Simons
5Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Konstantinos Mouskas
5Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Brian Lee
4Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Daniel Geanon
4Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Darwin D’Souza
4Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Travis Dawson
4Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Robert Marvin
4Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Kai Nie
4Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Ryan C. Thompson
5Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
6Icahn Institute of Data Science and Genomics Technology, New York, NY, 10029, USA
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  • ORCID record for Ryan C. Thompson
Zhen Zhao
7Department of Pathology, Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Jessica LeBerichel
1The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
2The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
3Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Christie Chang
1The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
2The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
3Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
4Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Hajra Jamal
1The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
2The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
3Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Udit Chaddha
8Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Kusum Mathews
8Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Samuel Acquah
8Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Stacey-Ann Brown
8Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Michelle Reiss
8Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Timothy Harkin
8Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Marc Feldmann
9Kennedy Institute of Rheumatology, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Oxford OX3 7LD, UK
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Charles A. Powell
8Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Jaime L. Hook
8Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
10Global Health and Emerging Pathogens Institute, Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Seunghee Kim-Schulze
1The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
4Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Adeeb H. Rahman
1The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
4Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
5Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
11Immunai, New York, NY, USA
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Brian D. Brown
1The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
2The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
5Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
6Icahn Institute of Data Science and Genomics Technology, New York, NY, 10029, USA
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12Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
Noam D. Beckmann
5Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
6Icahn Institute of Data Science and Genomics Technology, New York, NY, 10029, USA
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Sacha Gnjatic
1The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
2The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
3Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
4Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
7Department of Pathology, Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Ephraim Kenigsberg
1The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
5Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
6Icahn Institute of Data Science and Genomics Technology, New York, NY, 10029, USA
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Alexander W. Charney
5Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
6Icahn Institute of Data Science and Genomics Technology, New York, NY, 10029, USA
13Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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Miriam Merad
1The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
2The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
3Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
4Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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  • For correspondence: miriam.merad@mssm.edu
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Abstract

Though it has been 2 years since the start of the Coronavirus Disease 19 (COVID-19) pandemic, COVID-19 continues to be a worldwide health crisis. Despite the development of preventive vaccines, very little progress has been made to identify curative therapies to treat COVID-19 and other inflammatory diseases which remain a major unmet need in medicine. Our study sought to identify drivers of disease severity and death to develop tailored immunotherapy strategies to halt disease progression. Here we assembled the Mount Sinai COVID-19 Biobank which was comprised of ~600 hospitalized patients followed longitudinally during the peak of the pandemic. Moderate disease and survival were associated with a stronger antigen (Ag) presentation and effector T cell signature, while severe disease and death were associated with an altered Ag presentation signature, increased numbers of circulating inflammatory, immature myeloid cells, and extrafollicular activated B cells associated with autoantibody formation. Strikingly, we found that in severe COVID-19 patients, lung tissue resident alveolar macrophages (AM) were not only severely depleted, but also had an altered Ag presentation signature, and were replaced by inflammatory monocytes and monocyte-derived macrophages (MoMΦ). Notably, the size of the AM pool correlated with recovery or death, while AM loss and functionality were restored in patients that recovered. These data therefore suggest that local and systemic myeloid cell dysregulation is a driver of COVID-19 severity and that modulation of AM numbers and functionality in the lung may be a viable therapeutic strategy for the treatment of critical lung inflammatory illnesses.

Competing Interest Statement

C.A.P is the principal investigator at the Mount Sinai Hospital for NCT04355494 supported by Alexion Pharmaceuticals. S.G. reports consultancy and/or advisory roles for Merck and OncoMed and research funding from Bristol-Myers Squibb, Genentech, Immune Design, Celgene, Janssen R&D, Takeda, and Regeneron.

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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 January 12, 2022.
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Shift of lung macrophage composition is associated with COVID-19 disease severity and recovery
Steven T. Chen, Matthew D. Park, Diane Marie Del Valle, Mark Buckup, Alexandra Tabachnikova, Nicole W. Simons, Konstantinos Mouskas, Brian Lee, Daniel Geanon, Darwin D’Souza, Travis Dawson, Robert Marvin, Kai Nie, Ryan C. Thompson, Zhen Zhao, Jessica LeBerichel, Christie Chang, Hajra Jamal, Udit Chaddha, Kusum Mathews, Samuel Acquah, Stacey-Ann Brown, Michelle Reiss, Timothy Harkin, Marc Feldmann, Charles A. Powell, Jaime L. Hook, Seunghee Kim-Schulze, Adeeb H. Rahman, Brian D. Brown, The Mount Sinai COVID-19 Biobank Team, Noam D. Beckmann, Sacha Gnjatic, Ephraim Kenigsberg, Alexander W. Charney, Miriam Merad
bioRxiv 2022.01.11.475918; doi: https://doi.org/10.1101/2022.01.11.475918
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Shift of lung macrophage composition is associated with COVID-19 disease severity and recovery
Steven T. Chen, Matthew D. Park, Diane Marie Del Valle, Mark Buckup, Alexandra Tabachnikova, Nicole W. Simons, Konstantinos Mouskas, Brian Lee, Daniel Geanon, Darwin D’Souza, Travis Dawson, Robert Marvin, Kai Nie, Ryan C. Thompson, Zhen Zhao, Jessica LeBerichel, Christie Chang, Hajra Jamal, Udit Chaddha, Kusum Mathews, Samuel Acquah, Stacey-Ann Brown, Michelle Reiss, Timothy Harkin, Marc Feldmann, Charles A. Powell, Jaime L. Hook, Seunghee Kim-Schulze, Adeeb H. Rahman, Brian D. Brown, The Mount Sinai COVID-19 Biobank Team, Noam D. Beckmann, Sacha Gnjatic, Ephraim Kenigsberg, Alexander W. Charney, Miriam Merad
bioRxiv 2022.01.11.475918; doi: https://doi.org/10.1101/2022.01.11.475918

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