1
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Viox EG, Hoang TN, Upadhyay AA, Nchioua R, Hirschenberger M, Strongin Z, Tharp GK, Pino M, Nguyen K, Harper JL, Gagne M, Marciano S, Boddapati AK, Pellegrini KL, Pradhan A, Tisoncik-Go J, Whitmore LS, Karunakaran KA, Roy M, Kirejczyk S, Curran EH, Wallace C, Wood JS, Connor-Stroud F, Voigt EA, Monaco CM, Gordon DE, Kasturi SP, Levit RD, Gale M, Vanderford TH, Silvestri G, Busman-Sahay K, Estes JD, Vaccari M, Douek DC, Sparrer KMJ, Johnson RP, Kirchhoff F, Schreiber G, Bosinger SE, Paiardini M. Modulation of type I interferon responses potently inhibits SARS-CoV-2 replication and inflammation in rhesus macaques. Sci Immunol 2023; 8:eadg0033. [PMID: 37506197 DOI: 10.1126/sciimmunol.adg0033] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Accepted: 07/06/2023] [Indexed: 07/30/2023]
Abstract
Type I interferons (IFN-I) are critical mediators of innate control of viral infections but also drive the recruitment of inflammatory cells to sites of infection, a key feature of severe coronavirus disease 2019. Here, IFN-I signaling was modulated in rhesus macaques (RMs) before and during acute SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2) infection using a mutated IFN-α2 (IFN-modulator; IFNmod), which has previously been shown to reduce the binding and signaling of endogenous IFN-I. IFNmod treatment in uninfected RMs was observed to induce a modest up-regulation of only antiviral IFN-stimulated genes (ISGs); however, in SARS-CoV-2-infected RMs, IFNmod reduced both antiviral and inflammatory ISGs. IFNmod treatment resulted in a potent reduction in SARS-CoV-2 viral loads both in vitro in Calu-3 cells and in vivo in bronchoalveolar lavage (BAL), upper airways, lung, and hilar lymph nodes of RMs. Furthermore, in SARS-CoV-2-infected RMs, IFNmod treatment potently reduced inflammatory cytokines, chemokines, and CD163+ MRC1- inflammatory macrophages in BAL and expression of Siglec-1 on circulating monocytes. In the lung, IFNmod also reduced pathogenesis and attenuated pathways of inflammasome activation and stress response during acute SARS-CoV-2 infection. Using an intervention targeting both IFN-α and IFN-β pathways, this study shows that, whereas early IFN-I restrains SARS-CoV-2 replication, uncontrolled IFN-I signaling critically contributes to SARS-CoV-2 inflammation and pathogenesis in the moderate disease model of RMs.
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Affiliation(s)
- Elise G Viox
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Timothy N Hoang
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Amit A Upadhyay
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Rayhane Nchioua
- Institute of Molecular Virology, Ulm University Medical Center, 89081 Ulm, Germany
| | | | - Zachary Strongin
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Gregory K Tharp
- Emory NPRC Genomics Core Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Maria Pino
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Kevin Nguyen
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Justin L Harper
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Matthew Gagne
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Shir Marciano
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Arun K Boddapati
- Emory NPRC Genomics Core Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Kathryn L Pellegrini
- Emory NPRC Genomics Core Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Arpan Pradhan
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Jennifer Tisoncik-Go
- Center for Innate Immunity and Immune Disease, Department of Immunology, University of Washington School of Medicine, Seattle, WA 98109, USA
| | - Leanne S Whitmore
- Center for Innate Immunity and Immune Disease, Department of Immunology, University of Washington School of Medicine, Seattle, WA 98109, USA
| | - Kirti A Karunakaran
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Melissa Roy
- Division of Pathology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | | | - Elizabeth H Curran
- Division of Pathology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Chelsea Wallace
- Division of Animal Resources, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Jennifer S Wood
- Division of Animal Resources, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Fawn Connor-Stroud
- Division of Animal Resources, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Emily A Voigt
- RNA Vaccines Group, Access to Advanced Health Institute, Seattle, WA 98102, USA
| | - Christopher M Monaco
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - David E Gordon
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Sudhir P Kasturi
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Rebecca D Levit
- Department of Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Michael Gale
- Center for Innate Immunity and Immune Disease, Department of Immunology, University of Washington School of Medicine, Seattle, WA 98109, USA
| | - Thomas H Vanderford
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Guido Silvestri
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Kathleen Busman-Sahay
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR 97006, USA
| | - Jacob D Estes
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR 97006, USA
- Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR 97006, USA
- Department of Clinical Medicine, Aarhus University, Aarhus 8000, Denmark
- School of Health and Biomedical Sciences, College of Science, Engineering and Health, RMIT University, Melbourne, VIC 3000, Australia
| | - Monica Vaccari
- Division of Immunology, Tulane National Primate Research Center, Covington, LA 70433, USA
- Department of Microbiology and Immunology, Tulane School of Medicine, New Orleans, LA 70112, USA
| | - Daniel C Douek
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | | | - R Paul Johnson
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
- Infectious Disease Division, Department of Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Frank Kirchhoff
- Institute of Molecular Virology, Ulm University Medical Center, 89081 Ulm, Germany
| | - Gideon Schreiber
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Steven E Bosinger
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
- Emory NPRC Genomics Core Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Mirko Paiardini
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA
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2
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Seabolt MH, Boddapati AK, Forstedt JJ, Konstantinidis KT. Tau-typing: a Nextflow pipeline for finding the best phylogenetic markers in the genome for molecular typing of microbial species. Bioinformatics 2023:btad425. [PMID: 37417952 DOI: 10.1093/bioinformatics/btad425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Revised: 06/06/2023] [Indexed: 07/08/2023]
Abstract
SUMMARY Tau-typing is an integrated analysis pipeline for identifying genes or genomic segments whose phylogenetic resolving power most closely resembles the genome-wide resolving power of an input collection of genomes using the Kendall Tau rank correlation statistic. The pipeline is implemented in Nextflow and uses Docker and Singularity containers to ensure reliable scalability and reproducibility of results. This pipeline is particularly suitable for organisms for which whole-genome sequencing remains unaffordable or unscalable for routine applications, such as protozoan parasites which are not amenable to laboratory culture-based methods. AVAILABILITY AND IMPLEMENTATION Tau-typing is freely available at https://github.com/hseabolt/tautyping. The pipeline is implemented in Nextflow with Singularity support. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Matthew H Seabolt
- Leidos Inc., Reston, VA 20190, USA
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | | | | | - Konstantinos T Konstantinidis
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA 30332, USA
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
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3
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Upadhyay AA, Viox EG, Hoang TN, Boddapati AK, Pino M, Lee MYH, Corry J, Strongin Z, Cowan DA, Beagle EN, Horton TR, Hamilton S, Aoued H, Harper JL, Edwards CT, Nguyen K, Pellegrini KL, Tharp GK, Piantadosi A, Levit RD, Amara RR, Barratt-Boyes SM, Ribeiro SP, Sekaly RP, Vanderford TH, Schinazi RF, Paiardini M, Bosinger SE. TREM2 + and interstitial-like macrophages orchestrate airway inflammation in SARS-CoV-2 infection in rhesus macaques. Nat Commun 2023; 14:1914. [PMID: 37024448 PMCID: PMC10078029 DOI: 10.1038/s41467-023-37425-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 03/16/2023] [Indexed: 04/08/2023] Open
Abstract
The immunopathological mechanisms driving the development of severe COVID-19 remain poorly defined. Here, we utilize a rhesus macaque model of acute SARS-CoV-2 infection to delineate perturbations in the innate immune system. SARS-CoV-2 initiates a rapid infiltration of plasmacytoid dendritic cells into the lower airway, commensurate with IFNA production, natural killer cell activation, and a significant increase of blood CD14-CD16+ monocytes. To dissect the contribution of lung myeloid subsets to airway inflammation, we generate a longitudinal scRNA-Seq dataset of airway cells, and map these subsets to corresponding populations in the human lung. SARS-CoV-2 infection elicits a rapid recruitment of two macrophage subsets: CD163+MRC1-, and TREM2+ populations that are the predominant source of inflammatory cytokines. Treatment with baricitinib (Olumiant®), a JAK1/2 inhibitor is effective in eliminating the influx of non-alveolar macrophages, with a reduction of inflammatory cytokines. This study delineates the major lung macrophage subsets driving airway inflammation during SARS-CoV-2 infection.
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Affiliation(s)
- Amit A Upadhyay
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Elise G Viox
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Timothy N Hoang
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Arun K Boddapati
- Emory NPRC Genomics Core Laboratory, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Maria Pino
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Michelle Y-H Lee
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Jacqueline Corry
- Department of Infectious Diseases and Microbiology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Zachary Strongin
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - David A Cowan
- Emory NPRC Genomics Core Laboratory, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Elizabeth N Beagle
- Emory NPRC Genomics Core Laboratory, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Tristan R Horton
- Emory NPRC Genomics Core Laboratory, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Sydney Hamilton
- Emory NPRC Genomics Core Laboratory, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Hadj Aoued
- Emory NPRC Genomics Core Laboratory, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Justin L Harper
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Christopher T Edwards
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Kevin Nguyen
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Kathryn L Pellegrini
- Emory NPRC Genomics Core Laboratory, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Gregory K Tharp
- Emory NPRC Genomics Core Laboratory, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Anne Piantadosi
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA, USA
| | - Rebecca D Levit
- Department of Medicine, School of Medicine, Emory University, Atlanta, GA, USA
| | - Rama R Amara
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
- Department of Microbiology and Immunology, Emory School of Medicine, Emory University, Atlanta, GA, USA
| | - Simon M Barratt-Boyes
- Department of Infectious Diseases and Microbiology, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Susan P Ribeiro
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA, USA
| | - Rafick P Sekaly
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA, USA
| | - Thomas H Vanderford
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Raymond F Schinazi
- Department of Pediatrics, School of Medicine, Emory University and Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Mirko Paiardini
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA, USA.
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA, USA.
| | - Steven E Bosinger
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA, USA.
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA, USA.
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4
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Hoang TN, Viox EG, Upadhyay AA, Strongin Z, Tharp GK, Pino M, Nchioua R, Hirschenberger M, Gagne M, Nguyen K, Harper JL, Marciano S, Boddapati AK, Pellegrini KL, Tisoncik-Go J, Whitmore LS, Karunakaran KA, Roy M, Kirejczyk S, Curran EH, Wallace C, Wood JS, Connor-Stroud F, Kasturi SP, Levit RD, Gale M, Vanderford TH, Silvestri G, Busman-Sahay K, Estes JD, Vaccari M, Douek DC, Sparrer KM, Kirchhoff F, Johnson RP, Schreiber G, Bosinger SE, Paiardini M. Modulation of type I interferon responses potently inhibits SARS-CoV-2 replication and inflammation in rhesus macaques. bioRxiv 2022:2022.10.21.512606. [PMID: 36324810 PMCID: PMC9628196 DOI: 10.1101/2022.10.21.512606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Type-I interferons (IFN-I) are critical mediators of innate control of viral infections, but also drive recruitment of inflammatory cells to sites of infection, a key feature of severe COVID-19. Here, and for the first time, IFN-I signaling was modulated in rhesus macaques (RMs) prior to and during acute SARS-CoV-2 infection using a mutated IFNα2 (IFN-modulator; IFNmod), which has previously been shown to reduce the binding and signaling of endogenous IFN-I. In SARS-CoV-2-infected RMs, IFNmod reduced both antiviral and inflammatory ISGs. Notably, IFNmod treatment resulted in a potent reduction in (i) SARS-CoV-2 viral load in Bronchoalveolar lavage (BAL), upper airways, lung, and hilar lymph nodes; (ii) inflammatory cytokines, chemokines, and CD163+MRC1-inflammatory macrophages in BAL; and (iii) expression of Siglec-1, which enhances SARS-CoV-2 infection and predicts disease severity, on circulating monocytes. In the lung, IFNmod also reduced pathogenesis and attenuated pathways of inflammasome activation and stress response during acute SARS-CoV-2 infection. This study, using an intervention targeting both IFN-α and IFN-β pathways, shows that excessive inflammation driven by type 1 IFN critically contributes to SARS-CoV-2 pathogenesis in RMs, and demonstrates the potential of IFNmod to limit viral replication, SARS-CoV-2 induced inflammation, and COVID-19 severity.
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Affiliation(s)
- Timothy N. Hoang
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA,These authors contributed equally
| | - Elise G. Viox
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA,These authors contributed equally
| | - Amit A. Upadhyay
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA,These authors contributed equally
| | - Zachary Strongin
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Gregory K. Tharp
- Emory NPRC Genomics Core Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Maria Pino
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Rayhane Nchioua
- Institute of Molecular Virology, Ulm University Medical Center, 89081 Ulm, Germany
| | | | - Matthew Gagne
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Kevin Nguyen
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Justin L. Harper
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Shir Marciano
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, 76100 Israel
| | - Arun K. Boddapati
- Emory NPRC Genomics Core Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Kathryn L. Pellegrini
- Emory NPRC Genomics Core Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Jennifer Tisoncik-Go
- Department of Immunology, University of Washington School of Medicine, and the Washington National Primate Research Center, Seattle, WA, 98109, USA
| | - Leanne S. Whitmore
- Department of Immunology, University of Washington School of Medicine, and the Washington National Primate Research Center, Seattle, WA, 98109, USA
| | - Kirti A. Karunakaran
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Melissa Roy
- Division of Pathology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Shannon Kirejczyk
- Division of Pathology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Elizabeth H. Curran
- Division of Pathology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Chelsea Wallace
- Division of Animal Resources, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Jennifer S. Wood
- Division of Animal Resources, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Fawn Connor-Stroud
- Division of Animal Resources, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Sudhir P. Kasturi
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Rebecca D. Levit
- Department of Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Michael Gale
- Department of Immunology, University of Washington School of Medicine, and the Washington National Primate Research Center, Seattle, WA, 98109, USA
| | - Thomas H. Vanderford
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Guido Silvestri
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Division of Pathology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Kathleen Busman-Sahay
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR 97006, USA
| | - Jacob D. Estes
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR 97006, USA,Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR 97006, USA
| | - Monica Vaccari
- Division of Immunology, Tulane National Primate Research Center, Covington, LA 70433, USA,Department of Microbiology and Immunology, Tulane School of Medicine, New Orleans, LA 70112, USA
| | - Daniel C. Douek
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | | | - Frank Kirchhoff
- Institute of Molecular Virology, Ulm University Medical Center, 89081 Ulm, Germany
| | - R. Paul Johnson
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Infectious Disease Division, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Gideon Schreiber
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, 76100 Israel
| | - Steven E. Bosinger
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Emory NPRC Genomics Core Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA,Correspondence to: (M.P; Lead Contact); (S.E.B.)
| | - Mirko Paiardini
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Division of Pathology, Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Correspondence to: (M.P; Lead Contact); (S.E.B.)
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5
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Upadhyay AA, Hoang TN, Pino M, Boddapati AK, Viox EG, Lee MYH, Corry J, Strongin Z, Cowan DA, Beagle EN, Horton TR, Hamilton S, Aoued H, Harper JL, Nguyen K, Pellegrini KL, Tharp GK, Piantadosi A, Levit RD, Amara RR, Barratt-Boyes SM, Ribeiro SP, Sekaly RP, Vanderford TH, Schinazi RF, Paiardini M, Bosinger SE. TREM2+ and interstitial macrophages orchestrate airway inflammation in SARS-CoV-2 infection in rhesus macaques. bioRxiv 2021. [PMID: 34642693 PMCID: PMC8509096 DOI: 10.1101/2021.10.05.463212] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The COVID-19 pandemic remains a global health crisis, yet, the immunopathological mechanisms driving the development of severe disease remain poorly defined. Here, we utilize a rhesus macaque (RM) model of SARS-CoV-2 infection to delineate perturbations in the innate immune system during acute infection using an integrated systems analysis. We found that SARS-CoV-2 initiated a rapid infiltration (two days post infection) of plasmacytoid dendritic cells into the lower airway, commensurate with IFNA production, natural killer cell activation, and induction of interferon-stimulated genes. At this early interval, we also observed a significant increase of blood CD14-CD16+ monocytes. To dissect the contribution of lung myeloid subsets to airway inflammation, we generated a novel compendium of RM-specific lung macrophage gene expression using a combination of sc-RNA-Seq data and bulk RNA-Seq of purified populations under steady state conditions. Using these tools, we generated a longitudinal sc-RNA-seq dataset of airway cells in SARS-CoV-2-infected RMs. We identified that SARS-CoV-2 infection elicited a rapid recruitment of two subsets of macrophages into the airway: a C206+MRC1-population resembling murine interstitial macrophages, and a TREM2+ population consistent with CCR2+ infiltrating monocytes, into the alveolar space. These subsets were the predominant source of inflammatory cytokines, accounting for ~75% of IL6 and TNF production, and >90% of IL10 production, whereas the contribution of CD206+MRC+ alveolar macrophages was significantly lower. Treatment of SARS-CoV-2 infected RMs with baricitinib (Olumiant ® ), a novel JAK1/2 inhibitor that recently received Emergency Use Authorization for the treatment of hospitalized COVID-19 patients, was remarkably effective in eliminating the influx of infiltrating, non-alveolar macrophages in the alveolar space, with a concomitant reduction of inflammatory cytokines. This study has delineated the major subsets of lung macrophages driving inflammatory and anti-inflammatory cytokine production within the alveolar space during SARS-CoV-2 infection. One sentence summary Multi-omic analyses of hyperacute SARS-CoV-2 infection in rhesus macaques identified two population of infiltrating macrophages, as the primary orchestrators of inflammation in the lower airway that can be successfully treated with baricitinib.
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6
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Sek AC, Percopo CM, Boddapati AK, Ma M, Geslewitz WE, Krumholz JO, Lack JB, Rosenberg HF. Differential expression of Triggering Receptor Expressed on Myeloid cells 2 (Trem2) in tissue eosinophils. J Leukoc Biol 2021; 110:679-691. [PMID: 33404075 DOI: 10.1002/jlb.3a0920-620r] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 12/08/2020] [Accepted: 12/09/2020] [Indexed: 12/14/2022] Open
Abstract
No longer regarded simply as end-stage cytotoxic effectors, eosinophils are now recognized as complex cells with unique phenotypes that develop in response stimuli in the local microenvironment. In our previous study, we documented eosinophil infiltration in damaged muscle characteristic of dystrophin-deficient (mdx) mice that model Duchenne muscular dystrophy. Specifically, we found that eosinophils did not promote the generation of muscle lesions, as these persisted in eosinophil-deficient mdx.PHIL mice. To obtain additional insight into these findings, we performed RNA sequencing of eosinophils isolated from muscle tissue of mdx, IL5tg, and mdx.IL5tg mice. We observed profound up-regulation of classical effector proteins (major basic protein-1, eosinophil peroxidase, and eosinophil-associated ribonucleases) in eosinophils isolated from lesion-free muscle from IL5tg mice. By contrast, we observed significant up-regulation of tissue remodeling genes, including proteases, extracellular matrix components, collagen, and skeletal muscle precursors, as well as the immunomodulatory receptor, Trem2, in eosinophils isolated from skeletal muscle tissue from the dystrophin-deficient mdx mice. Although the anti-inflammatory properties of Trem2 have been described in the monocyte/macrophage lineage, no previous studies have documented its expression in eosinophils. We found that Trem2 was critical for full growth and differentiation of bone marrow-derived eosinophil cultures and full expression of TLR4. Immunoreactive Trem2 was also detected on human peripheral blood eosinophils at levels that correlated with donor body mass index and total leukocyte count. Taken together, our findings provide important insight into the immunomodulatory and remodeling capacity of mouse eosinophils and the flexibility of their gene expression profiles in vivo.
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Affiliation(s)
- Albert C Sek
- Inflammation Immunobiology Section, Laboratory of Allergic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, 20892, USA
- Research Technologies Development Section, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, 20892, USA
- Merck Research Laboratories, South San Francisco, California, 94080, USA
| | - Caroline M Percopo
- Inflammation Immunobiology Section, Laboratory of Allergic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, 20892, USA
- Research Technologies Development Section, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, 20892, USA
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, Twinbrook III, National Institutes of Health, Rockville, Maryland, 20851, USA
| | - Arun K Boddapati
- NIAID Collaborative Bioinformatics Resource, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, 20892, USA
- Advanced Biomedical Computational Science, Frederick National Laboratory for Cancer Research, Frederick, Maryland, 21701, USA
- Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, GA, 30329, USA
| | - Michelle Ma
- Inflammation Immunobiology Section, Laboratory of Allergic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, 20892, USA
- Research Technologies Development Section, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, 20892, USA
- Genetic Immunotherapy Section, Laboratory of Clinical Microbiology and Immunology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, 20892, USA
| | - Wendy E Geslewitz
- Inflammation Immunobiology Section, Laboratory of Allergic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, 20892, USA
- Research Technologies Development Section, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, 20892, USA
- Department of Microbiology and Immunology, Driskill Graduate Program in the Life Sciences, Northwestern University, Chicago, Illinois, 60611, USA
| | - Julia O Krumholz
- Inflammation Immunobiology Section, Laboratory of Allergic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, 20892, USA
- Research Technologies Development Section, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, 20892, USA
- Boston University School of Medicine, Boston, Massachusetts, 02118, USA
| | - Justin B Lack
- NIAID Collaborative Bioinformatics Resource, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, 20892, USA
- Advanced Biomedical Computational Science, Frederick National Laboratory for Cancer Research, Frederick, Maryland, 21701, USA
| | - Helene F Rosenberg
- Inflammation Immunobiology Section, Laboratory of Allergic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, 20892, USA
- Research Technologies Development Section, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, 20892, USA
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7
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Holla P, Dizon B, Ambegaonkar AA, Rogel N, Goldschmidt E, Boddapati AK, Sohn H, Sturdevant D, Austin JW, Kardava L, Yuesheng L, Liu P, Moir S, Pierce SK, Madi A. Shared transcriptional profiles of atypical B cells suggest common drivers of expansion and function in malaria, HIV, and autoimmunity. Sci Adv 2021; 7:7/22/eabg8384. [PMID: 34039612 PMCID: PMC8153733 DOI: 10.1126/sciadv.abg8384] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Accepted: 04/07/2021] [Indexed: 05/05/2023]
Abstract
Chronic infectious diseases have a substantial impact on the human B cell compartment including a notable expansion of B cells here termed atypical B cells (ABCs). Using unbiased single-cell RNA sequencing (scRNA-seq), we uncovered and characterized heterogeneities in naïve B cell, classical memory B cells, and ABC subsets. We showed remarkably similar transcriptional profiles for ABC clusters in malaria, HIV, and autoimmune diseases and demonstrated that interferon-γ drove the expansion of ABCs in malaria. These observations suggest that ABCs represent a separate B cell lineage with a common inducer that further diversifies and acquires disease-specific characteristics and functions. In malaria, we identified ABC subsets based on isotype expression that differed in expansion in African children and in B cell receptor repertoire characteristics. Of particular interest, IgD+IgMlo and IgD-IgG+ ABCs acquired a high antigen affinity threshold for activation, suggesting that ABCs may limit autoimmune responses to low-affinity self-antigens in chronic malaria.
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Affiliation(s)
- Prasida Holla
- Laboratory of Immunogenetics, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, MD, USA
| | - Brian Dizon
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Abhijit A Ambegaonkar
- Laboratory of Immunogenetics, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, MD, USA
| | - Noga Rogel
- Department of Pathology, Sackler School of Medicine, Tel Aviv University, Israel
| | - Ella Goldschmidt
- Department of Pathology, Sackler School of Medicine, Tel Aviv University, Israel
| | - Arun K Boddapati
- NIAID Collaborative Bioinformatics Resource, National Institutes of Health, Bethesda, MD, USA
| | - Haewon Sohn
- Laboratory of Immunogenetics, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, MD, USA
| | - Dan Sturdevant
- RML Genomics Unit, Research Technologies Section, Rocky Mountain Laboratories, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT, USA
| | - James W Austin
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Lela Kardava
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Li Yuesheng
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Poching Liu
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Susan Moir
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Susan K Pierce
- Laboratory of Immunogenetics, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, MD, USA.
| | - Asaf Madi
- Department of Pathology, Sackler School of Medicine, Tel Aviv University, Israel.
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8
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Routhu NK, Cheedarla N, Gangadhara S, Bollimpelli VS, Boddapati AK, Shiferaw A, Rahman SA, Sahoo A, Edara VV, Lai L, Floyd K, Wang S, Fischinger S, Atyeo C, Shin SA, Gumber S, Kirejczyk S, Cohen J, Jean SM, Wood JS, Connor-Stroud F, Stammen RL, Upadhyay AA, Pellegrini K, Montefiori D, Shi PY, Menachery VD, Alter G, Vanderford TH, Bosinger SE, Suthar MS, Amara RR. A modified vaccinia Ankara vector-based vaccine protects macaques from SARS-CoV-2 infection, immune pathology, and dysfunction in the lungs. Immunity 2021; 54:542-556.e9. [PMID: 33631118 PMCID: PMC7859620 DOI: 10.1016/j.immuni.2021.02.001] [Citation(s) in RCA: 59] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 12/04/2020] [Accepted: 01/29/2021] [Indexed: 02/07/2023]
Abstract
A combination of vaccination approaches will likely be necessary to fully control the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic. Here, we show that modified vaccinia Ankara (MVA) vectors expressing membrane-anchored pre-fusion stabilized spike (MVA/S) but not secreted S1 induced strong neutralizing antibody responses against SARS-CoV-2 in mice. In macaques, the MVA/S vaccination induced strong neutralizing antibodies and CD8+ T cell responses, and conferred protection from SARS-CoV-2 infection and virus replication in the lungs as early as day 2 following intranasal and intratracheal challenge. Single-cell RNA sequencing analysis of lung cells on day 4 after infection revealed that MVA/S vaccination also protected macaques from infection-induced inflammation and B cell abnormalities and lowered induction of interferon-stimulated genes. These results demonstrate that MVA/S vaccination induces neutralizing antibodies and CD8+ T cells in the blood and lungs and is a potential vaccine candidate for SARS-CoV-2.
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Affiliation(s)
- Nanda Kishore Routhu
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Microbiology and Immunology, Emory School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Narayanaiah Cheedarla
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Microbiology and Immunology, Emory School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Sailaja Gangadhara
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Microbiology and Immunology, Emory School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Venkata Satish Bollimpelli
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Microbiology and Immunology, Emory School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Arun K. Boddapati
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Pathology, Emory School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Ayalnesh Shiferaw
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Microbiology and Immunology, Emory School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Sheikh Abdul Rahman
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Microbiology and Immunology, Emory School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Anusmita Sahoo
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Microbiology and Immunology, Emory School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Venkata Viswanadh Edara
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Pediatrics, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Lilin Lai
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Pediatrics, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Katharine Floyd
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Pediatrics, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Shelly Wang
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | | | - Caroline Atyeo
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Sally A. Shin
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Sanjeev Gumber
- Division of Pathology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Shannon Kirejczyk
- Division of Pathology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Joyce Cohen
- Division of Animal Resources, Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Sherrie M. Jean
- Division of Animal Resources, Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Jennifer S. Wood
- Division of Animal Resources, Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Fawn Connor-Stroud
- Division of Animal Resources, Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Rachelle L. Stammen
- Division of Animal Resources, Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Amit A. Upadhyay
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Kathryn Pellegrini
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - David Montefiori
- Department of Surgery, Duke University School of Medicine, Durham, NC 27710, USA
| | - Pei-Yong Shi
- Department of Biochemistry and Molecular Biology, The University of Texas Medical Branch, Galveston, TX, USA
| | - Vineet D. Menachery
- Department of Microbiology and Immunology, The University of Texas Medical Branch, Galveston, TX, USA
| | - Galit Alter
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Thomas H. Vanderford
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Steven E. Bosinger
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Pathology, Emory School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Mehul S. Suthar
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Pediatrics, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Rama Rao Amara
- Emory Vaccine Center, Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Microbiology and Immunology, Emory School of Medicine, Emory University, Atlanta, GA 30322, USA,Corresponding author
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9
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Hoang TN, Pino M, Boddapati AK, Viox EG, Starke CE, Upadhyay AA, Gumber S, Nekorchuk M, Busman-Sahay K, Strongin Z, Harper JL, Tharp GK, Pellegrini KL, Kirejczyk S, Zandi K, Tao S, Horton TR, Beagle EN, Mahar EA, Lee MY, Cohen J, Jean SM, Wood JS, Connor-Stroud F, Stammen RL, Delmas OM, Wang S, Cooney KA, Sayegh MN, Wang L, Filev PD, Weiskopf D, Silvestri G, Waggoner J, Piantadosi A, Kasturi SP, Al-Shakhshir H, Ribeiro SP, Sekaly RP, Levit RD, Estes JD, Vanderford TH, Schinazi RF, Bosinger SE, Paiardini M. Baricitinib treatment resolves lower-airway macrophage inflammation and neutrophil recruitment in SARS-CoV-2-infected rhesus macaques. Cell 2021; 184:460-475.e21. [PMID: 33278358 PMCID: PMC7654323 DOI: 10.1016/j.cell.2020.11.007] [Citation(s) in RCA: 139] [Impact Index Per Article: 46.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 10/08/2020] [Accepted: 11/04/2020] [Indexed: 02/08/2023]
Abstract
SARS-CoV-2-induced hypercytokinemia and inflammation are critically associated with COVID-19 severity. Baricitinib, a clinically approved JAK1/JAK2 inhibitor, is currently being investigated in COVID-19 clinical trials. Here, we investigated the immunologic and virologic efficacy of baricitinib in a rhesus macaque model of SARS-CoV-2 infection. Viral shedding measured from nasal and throat swabs, bronchoalveolar lavages, and tissues was not reduced with baricitinib. Type I interferon (IFN) antiviral responses and SARS-CoV-2-specific T cell responses remained similar between the two groups. Animals treated with baricitinib showed reduced inflammation, decreased lung infiltration of inflammatory cells, reduced NETosis activity, and more limited lung pathology. Importantly, baricitinib-treated animals had a rapid and remarkably potent suppression of lung macrophage production of cytokines and chemokines responsible for inflammation and neutrophil recruitment. These data support a beneficial role for, and elucidate the immunological mechanisms underlying, the use of baricitinib as a frontline treatment for inflammation induced by SARS-CoV-2 infection.
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Affiliation(s)
- Timothy N. Hoang
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Maria Pino
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Arun K. Boddapati
- Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Elise G. Viox
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Carly E. Starke
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR 97006, USA
| | - Amit A. Upadhyay
- Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Sanjeev Gumber
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA,Division of Pathology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Michael Nekorchuk
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR 97006, USA
| | - Kathleen Busman-Sahay
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR 97006, USA
| | - Zachary Strongin
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Justin L. Harper
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Gregory K. Tharp
- Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Kathryn L. Pellegrini
- Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Shannon Kirejczyk
- Division of Pathology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Keivan Zandi
- Center for AIDS Research, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Sijia Tao
- Center for AIDS Research, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Tristan R. Horton
- Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Elizabeth N. Beagle
- Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Ernestine A. Mahar
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Michelle Y.H. Lee
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Joyce Cohen
- Division of Animal Resources, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Sherrie M. Jean
- Division of Animal Resources, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Jennifer S. Wood
- Division of Animal Resources, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Fawn Connor-Stroud
- Division of Animal Resources, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Rachelle L. Stammen
- Division of Animal Resources, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Olivia M. Delmas
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Shelly Wang
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Kimberly A. Cooney
- Department of Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Michael N. Sayegh
- Department of Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Lanfang Wang
- Department of Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Peter D. Filev
- Department of Radiology and Imaging Sciences, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Daniela Weiskopf
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Guido Silvestri
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Jesse Waggoner
- Department of Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Anne Piantadosi
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA,Department of Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Sudhir P. Kasturi
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Hilmi Al-Shakhshir
- Department of Pathology, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Susan P. Ribeiro
- Department of Pathology, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Rafick P. Sekaly
- Department of Pathology, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Rebecca D. Levit
- Department of Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Jacob D. Estes
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR 97006, USA,Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR 97006, USA
| | - Thomas H. Vanderford
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Raymond F. Schinazi
- Center for AIDS Research, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA 30322, USA,Corresponding author
| | - Steven E. Bosinger
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA,Corresponding author
| | - Mirko Paiardini
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA,Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA 30322, USA,Corresponding author
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10
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Hoang TN, Pino M, Boddapati AK, Viox EG, Starke CE, Upadhyay AA, Gumber S, Busman-Sahay K, Strongin Z, Harper JL, Tharp GK, Pellegrini KL, Kirejczyk S, Zandi K, Tao S, Horton TR, Beagle EN, Mahar EA, Lee MY, Cohen J, Jean SM, Wood JS, Connor-Stroud F, Stammen RL, Delmas OM, Wang S, Cooney KA, Sayegh MN, Wang L, Weiskopf D, Filev PD, Waggoner J, Piantadosi A, Kasturi SP, Al-Shakhshir H, Ribeiro SP, Sekaly RP, Levit RD, Estes JD, Vanderford TH, Schinazi RF, Bosinger SE, Paiardini M. Baricitinib treatment resolves lower airway inflammation and neutrophil recruitment in SARS-CoV-2-infected rhesus macaques. bioRxiv 2020:2020.09.16.300277. [PMID: 32995780 PMCID: PMC7523106 DOI: 10.1101/2020.09.16.300277] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Effective therapeutics aimed at mitigating COVID-19 symptoms are urgently needed. SARS-CoV-2 induced hypercytokinemia and systemic inflammation are associated with disease severity. Baricitinib, a clinically approved JAK1/2 inhibitor with potent anti-inflammatory properties is currently being investigated in COVID-19 human clinical trials. Recent reports suggest that baricitinib may also have antiviral activity in limiting viral endocytosis. Here, we investigated the immunologic and virologic efficacy of baricitinib in a rhesus macaque model of SARS-CoV-2 infection. Viral shedding measured from nasal and throat swabs, bronchoalveolar lavages and tissues was not reduced with baricitinib. Type I IFN antiviral responses and SARS-CoV-2 specific T cell responses remained similar between the two groups. Importantly, however, animals treated with baricitinib showed reduced immune activation, decreased infiltration of neutrophils into the lung, reduced NETosis activity, and more limited lung pathology. Moreover, baricitinib treated animals had a rapid and remarkably potent suppression of alveolar macrophage derived production of cytokines and chemokines responsible for inflammation and neutrophil recruitment. These data support a beneficial role for, and elucidate the immunological mechanisms underlying, the use of baricitinib as a frontline treatment for severe inflammation induced by SARS-CoV-2 infection.
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Affiliation(s)
- Timothy N Hoang
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Maria Pino
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Arun K Boddapati
- Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Elise G Viox
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Carly E Starke
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR, USA
| | - Amit A Upadhyay
- Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Sanjeev Gumber
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
- Division of Pathology, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Kathleen Busman-Sahay
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR, USA
| | - Zachary Strongin
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Justin L Harper
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Gregory K Tharp
- Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Kathryn L Pellegrini
- Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Shannon Kirejczyk
- Division of Pathology, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Keivan Zandi
- Center for AIDS Research, Department of Pediatrics, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Sijia Tao
- Center for AIDS Research, Department of Pediatrics, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Tristan R Horton
- Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Elizabeth N Beagle
- Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Ernestine A Mahar
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Michelle Yh Lee
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Joyce Cohen
- Division of Animal Resources, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Sherrie M Jean
- Division of Animal Resources, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Jennifer S Wood
- Division of Animal Resources, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Fawn Connor-Stroud
- Division of Animal Resources, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Rachelle L Stammen
- Division of Animal Resources, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Olivia M Delmas
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Shelly Wang
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Kimberly A Cooney
- Department of Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Michael N Sayegh
- Department of Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Lanfang Wang
- Department of Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Daniela Weiskopf
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Peter D Filev
- Department of Radiology and Imaging Sciences, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Jesse Waggoner
- Department of Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Anne Piantadosi
- Department of Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Sudhir P Kasturi
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Hilmi Al-Shakhshir
- Department of Pathology, Case Western Reserve University, Cleveland, OH, USA
| | - Susan P Ribeiro
- Department of Pathology, Case Western Reserve University, Cleveland, OH, USA
| | - Rafick P Sekaly
- Department of Pathology, Case Western Reserve University, Cleveland, OH, USA
| | - Rebecca D Levit
- Department of Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Jacob D Estes
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR, USA
- Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA
| | - Thomas H Vanderford
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Raymond F Schinazi
- Center for AIDS Research, Department of Pediatrics, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Steven E Bosinger
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
- Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Mirko Paiardini
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
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Leney-Greene MA, Boddapati AK, Su HC, Cantor JR, Lenardo MJ. Human Plasma-like Medium Improves T Lymphocyte Activation. iScience 2020; 23:100759. [PMID: 31887663 PMCID: PMC6941860 DOI: 10.1016/j.isci.2019.100759] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 09/30/2019] [Accepted: 12/05/2019] [Indexed: 02/08/2023] Open
Abstract
T lymphocytes are critical for effective immunity, and the ability to study their behavior in vitro can facilitate major insights into their development, function, and fate. However, the composition of human plasma differs from conventional media, and we hypothesized that such differences could impact immune cell physiology. Here, we showed that relative to the medium typically used to culture lymphocytes (RPMI), a physiologic medium (human plasma-like medium; HPLM) induced markedly different transcriptional responses in human primary T cells and in addition, improved their activation upon antigen stimulation. We found that this medium-dependent effect on T cell activation is linked to Ca2+, which is six-fold higher in HPLM than in RPMI. Thus, a medium that more closely resembles human plasma has striking effects on T cell biology, further demonstrates that medium composition can profoundly affect experimental results, and broadly suggests that physiologic media may offer a valuable way to study cultured immune cells.
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Affiliation(s)
- Michael A Leney-Greene
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA; Immunology Graduate Group, Biomedical Graduate Studies, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Arun K Boddapati
- NIAID Collaborative Bioinformatics Resource (NCBR), National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA; Advanced Biomedical Computational Science, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Helen C Su
- Immunology Graduate Group, Biomedical Graduate Studies, University of Pennsylvania, Philadelphia, PA 19104, USA; Human Immunological Diseases Section, Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Jason R Cantor
- Morgridge Institute for Research, 330 North Orchard Street, Madison, WI 53715, USA; Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706, USA; Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA; Carbone Cancer Center, University of Wisconsin-Madison, 600 Highland Avenue, Madison, WI 53705, USA
| | - Michael J Lenardo
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA; Immunology Graduate Group, Biomedical Graduate Studies, University of Pennsylvania, Philadelphia, PA 19104, USA.
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