Skip to main content
bioRxiv
  • Home
  • About
  • Submit
  • ALERTS / RSS
Advanced Search
New Results

A conserved immune trajectory of recovery in hospitalized COVID-19 patients

Cassandra E. Burnett, View ORCID ProfileTrine Line Hauge Okholm, Iliana Tenvooren, Diana M. Marquez, Stanley Tamaki, Priscila Munoz Sandoval, The UCSF COMET Consortium, Carolyn S. Calfee, Carolyn M. Hendrickson, Kirsten N. Kangelaris, Charles R. Langelier, View ORCID ProfileMatthew F. Krummel, Prescott G. Woodruff, David J. Erle, View ORCID ProfileK. Mark Ansel, View ORCID ProfileMatthew H. Spitzer
doi: https://doi.org/10.1101/2022.03.15.484467
Cassandra E. Burnett
1Departments of Otolaryngology-Head and Neck Cancer, University of California, San Francisco, San Francisco, CA 94143, USA
2Department of Immunology & Immunology and Sandler Asthma Basic Research Center, University of California, San Francisco, San Francisco, CA 94143, USA
3Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158, USA
4Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
5Parker Institute for Cancer Immunotherapy, San Francisco, CA 94129, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Trine Line Hauge Okholm
1Departments of Otolaryngology-Head and Neck Cancer, University of California, San Francisco, San Francisco, CA 94143, USA
2Department of Immunology & Immunology and Sandler Asthma Basic Research Center, University of California, San Francisco, San Francisco, CA 94143, USA
3Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158, USA
4Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
5Parker Institute for Cancer Immunotherapy, San Francisco, CA 94129, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Trine Line Hauge Okholm
Iliana Tenvooren
1Departments of Otolaryngology-Head and Neck Cancer, University of California, San Francisco, San Francisco, CA 94143, USA
2Department of Immunology & Immunology and Sandler Asthma Basic Research Center, University of California, San Francisco, San Francisco, CA 94143, USA
3Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158, USA
4Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
5Parker Institute for Cancer Immunotherapy, San Francisco, CA 94129, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Diana M. Marquez
1Departments of Otolaryngology-Head and Neck Cancer, University of California, San Francisco, San Francisco, CA 94143, USA
2Department of Immunology & Immunology and Sandler Asthma Basic Research Center, University of California, San Francisco, San Francisco, CA 94143, USA
3Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158, USA
4Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
5Parker Institute for Cancer Immunotherapy, San Francisco, CA 94129, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Stanley Tamaki
6UCSF CoLabs, University of California San Francisco, San Francisco, CA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Priscila Munoz Sandoval
2Department of Immunology & Immunology and Sandler Asthma Basic Research Center, University of California, San Francisco, San Francisco, CA 94143, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Carolyn S. Calfee
8Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
9Cardiovascular Research Institute, University of California San Francisco, San Francisco, CA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Carolyn M. Hendrickson
8Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
9Cardiovascular Research Institute, University of California San Francisco, San Francisco, CA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Kirsten N. Kangelaris
10Division of Hospital Medicine, Department of Medicine at the University of California San Francisco
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Charles R. Langelier
11Division of Infectious Diseases, University of California, San Francisco, CA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Matthew F. Krummel
6UCSF CoLabs, University of California San Francisco, San Francisco, CA, USA
12Department of Pathology, University of California San Francisco, San Francisco, CA, USA
13ImmunoX Initiative, University of California San Francisco, San Francisco, CA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Matthew F. Krummel
Prescott G. Woodruff
8Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
David J. Erle
6UCSF CoLabs, University of California San Francisco, San Francisco, CA, USA
7Lung Biology Center, Department of Medicine, University of California, San Francisco, CA 94143
9Cardiovascular Research Institute, University of California San Francisco, San Francisco, CA, USA
13ImmunoX Initiative, University of California San Francisco, San Francisco, CA, USA
14Institute for Human Genetics, University of California San Francisco, San Francisco, CA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
K. Mark Ansel
2Department of Immunology & Immunology and Sandler Asthma Basic Research Center, University of California, San Francisco, San Francisco, CA 94143, USA
13ImmunoX Initiative, University of California San Francisco, San Francisco, CA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for K. Mark Ansel
Matthew H. Spitzer
1Departments of Otolaryngology-Head and Neck Cancer, University of California, San Francisco, San Francisco, CA 94143, USA
2Department of Immunology & Immunology and Sandler Asthma Basic Research Center, University of California, San Francisco, San Francisco, CA 94143, USA
3Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158, USA
4Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
5Parker Institute for Cancer Immunotherapy, San Francisco, CA 94129, USA
12Department of Pathology, University of California San Francisco, San Francisco, CA, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Matthew H. Spitzer
  • For correspondence: matthew.spitzer@ucsf.edu
  • Abstract
  • Full Text
  • Info/History
  • Metrics
  • Preview PDF
Loading

Abstract

Many studies have provided insights into the immune response to COVID-19; however, little is known about the immunological changes and immune signaling occurring during COVID-19 resolution. Individual heterogeneity and variable disease resolution timelines obscure unifying immune characteristics. Here, we collected and profiled >200 longitudinal peripheral blood samples from patients hospitalized with COVID-19, with other respiratory infections, and healthy individuals, using mass cytometry to measure immune cells and signaling states at single cell resolution. COVID-19 patients showed a unique immune composition and an early, coordinated and elevated immune cell signaling profile, which correlated with early hospital discharge. Intra-patient time course analysis tied to clinically relevant events of recovery revealed a conserved set of immunological processes that accompany, and are unique to, disease resolution and discharge. This immunological process, together with additional changes in CD4 regulatory T cells and basophils, accompanies recovery from respiratory failure and is associated with better clinical outcomes at the time of admission. Our work elucidates the biological timeline of immune recovery from COVID-19 and provides insights into the fundamental processes of COVID-19 resolution in hospitalized patients.

Competing Interest Statement

M.H.S. is a board member and equity holder in Teiko.bio and has received research support from Roche/Genentech, Bristol Myers Squibb, Pfizer, and Valitor. C.S.C. has received funding from NHLBI, FDA, DOD, Genentech and Quantum Leap Healthcare Collaborative, and are on consulting/advisory boards for Vasomune, Gen1e Life Sciences, Janssen, and Cellenkos. C.M.H has been consulting for Spring Discovery. P.G.W has a contract from Genentech to study COVID-19.

Footnotes

  • ↵16 Lead contact

  • ↵* A list of authors and affiliations appears at the end of the paper.

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-ND 4.0 International license.
Back to top
PreviousNext
Posted March 16, 2022.
Download PDF
Email

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Enter multiple addresses on separate lines or separate them with commas.
A conserved immune trajectory of recovery in hospitalized COVID-19 patients
(Your Name) has forwarded a page to you from bioRxiv
(Your Name) thought you would like to see this page from the bioRxiv website.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Share
A conserved immune trajectory of recovery in hospitalized COVID-19 patients
Cassandra E. Burnett, Trine Line Hauge Okholm, Iliana Tenvooren, Diana M. Marquez, Stanley Tamaki, Priscila Munoz Sandoval, The UCSF COMET Consortium, Carolyn S. Calfee, Carolyn M. Hendrickson, Kirsten N. Kangelaris, Charles R. Langelier, Matthew F. Krummel, Prescott G. Woodruff, David J. Erle, K. Mark Ansel, Matthew H. Spitzer
bioRxiv 2022.03.15.484467; doi: https://doi.org/10.1101/2022.03.15.484467
Digg logo Reddit logo Twitter logo Facebook logo Google logo LinkedIn logo Mendeley logo
Citation Tools
A conserved immune trajectory of recovery in hospitalized COVID-19 patients
Cassandra E. Burnett, Trine Line Hauge Okholm, Iliana Tenvooren, Diana M. Marquez, Stanley Tamaki, Priscila Munoz Sandoval, The UCSF COMET Consortium, Carolyn S. Calfee, Carolyn M. Hendrickson, Kirsten N. Kangelaris, Charles R. Langelier, Matthew F. Krummel, Prescott G. Woodruff, David J. Erle, K. Mark Ansel, Matthew H. Spitzer
bioRxiv 2022.03.15.484467; doi: https://doi.org/10.1101/2022.03.15.484467

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Subject Area

  • Immunology
Subject Areas
All Articles
  • Animal Behavior and Cognition (3603)
  • Biochemistry (7570)
  • Bioengineering (5526)
  • Bioinformatics (20798)
  • Biophysics (10329)
  • Cancer Biology (7985)
  • Cell Biology (11640)
  • Clinical Trials (138)
  • Developmental Biology (6606)
  • Ecology (10205)
  • Epidemiology (2065)
  • Evolutionary Biology (13620)
  • Genetics (9542)
  • Genomics (12847)
  • Immunology (7921)
  • Microbiology (19543)
  • Molecular Biology (7660)
  • Neuroscience (42113)
  • Paleontology (308)
  • Pathology (1258)
  • Pharmacology and Toxicology (2202)
  • Physiology (3267)
  • Plant Biology (7042)
  • Scientific Communication and Education (1294)
  • Synthetic Biology (1951)
  • Systems Biology (5426)
  • Zoology (1117)