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Ivanova EN, Shwetar J, Devlin JC, Buus TB, Gray-Gaillard S, Koide A, Cornelius A, Samanovic MI, Herrera A, Mimitou EP, Zhang C, Karmacharya T, Desvignes L, Ødum N, Smibert P, Ulrich RJ, Mulligan MJ, Koide S, Ruggles KV, Herati RS, Koralov SB. mRNA COVID-19 vaccine elicits potent adaptive immune response without the acute inflammation of SARS-CoV-2 infection. iScience 2023; 26:108572. [PMID: 38213787 PMCID: PMC10783604 DOI: 10.1016/j.isci.2023.108572] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 09/21/2023] [Accepted: 11/21/2023] [Indexed: 01/13/2024] Open
Abstract
SARS-CoV-2 infection and vaccination elicit potent immune responses. Our study presents a comprehensive multimodal single-cell analysis of blood from COVID-19 patients and healthy volunteers receiving the SARS-CoV-2 vaccine and booster. We profiled immune responses via transcriptional analysis and lymphocyte repertoire reconstruction. COVID-19 patients displayed an enhanced interferon signature and cytotoxic gene upregulation, absent in vaccine recipients. B and T cell repertoire analysis revealed clonal expansion among effector cells in COVID-19 patients and memory cells in vaccine recipients. Furthermore, while clonal αβ T cell responses were observed in both COVID-19 patients and vaccine recipients, expansion of clonal γδ T cells was found only in infected individuals. Our dataset enables side-by-side comparison of immune responses to infection versus vaccination, including clonal B and T cell responses. Our comparative analysis shows that vaccination induces a robust, durable clonal B and T cell responses, without the severe inflammation associated with infection.
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Affiliation(s)
- Ellie N. Ivanova
- Department of Pathology, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Jasmine Shwetar
- Institute of Systems Genetics, New York University Grossman School of Medicine, New York, NY 10016, USA
- Vilcek Institute of Graduate Biomedical Sciences, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Joseph C. Devlin
- Institute of Systems Genetics, New York University Grossman School of Medicine, New York, NY 10016, USA
- Vilcek Institute of Graduate Biomedical Sciences, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Terkild B. Buus
- Department of Pathology, New York University Grossman School of Medicine, New York, NY 10016, USA
- LEO Foundation Skin Immunology Research Center, Department of Immunology and Microbiology, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Sophie Gray-Gaillard
- New York University Langone Vaccine Center, New York University Langone Health, New York, NY 10016, USA
| | - Akiko Koide
- Department of Medicine, New York University Grossman School of Medicine, New York, NY 10016, USA
- Perlmutter Cancer Center, New York University Langone Health, New York, NY 10016, USA
| | - Amber Cornelius
- New York University Langone Vaccine Center, New York University Langone Health, New York, NY 10016, USA
| | - Marie I. Samanovic
- New York University Langone Vaccine Center, New York University Langone Health, New York, NY 10016, USA
- Department of Medicine, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Alberto Herrera
- Department of Pathology, New York University Grossman School of Medicine, New York, NY 10016, USA
| | | | - Chenzhen Zhang
- Vilcek Institute of Graduate Biomedical Sciences, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Trishala Karmacharya
- New York University Langone Vaccine Center, New York University Langone Health, New York, NY 10016, USA
| | - Ludovic Desvignes
- New York University Langone Vaccine Center, New York University Langone Health, New York, NY 10016, USA
- Department of Medicine, New York University Grossman School of Medicine, New York, NY 10016, USA
- High Containment Laboratories, Office of Science and Research, New York University Langone Health, New York, NY 10016, USA
| | - Niels Ødum
- LEO Foundation Skin Immunology Research Center, Department of Immunology and Microbiology, University of Copenhagen, 2200 Copenhagen, Denmark
| | | | - Robert J. Ulrich
- New York University Langone Vaccine Center, New York University Langone Health, New York, NY 10016, USA
- Department of Medicine, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Mark J. Mulligan
- New York University Langone Vaccine Center, New York University Langone Health, New York, NY 10016, USA
| | - Shohei Koide
- Perlmutter Cancer Center, New York University Langone Health, New York, NY 10016, USA
- Department of Biochemistry and Molecular Pharmacology, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Kelly V. Ruggles
- Institute of Systems Genetics, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Ramin S. Herati
- New York University Langone Vaccine Center, New York University Langone Health, New York, NY 10016, USA
- Department of Medicine, New York University Grossman School of Medicine, New York, NY 10016, USA
- Department of Microbiology, New York University Grossman School of Medicine, 430 East 29th Street, New York, NY 10016, USA
| | - Sergei B. Koralov
- Department of Pathology, New York University Grossman School of Medicine, New York, NY 10016, USA
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Mentzer SJ, Ackermann M, Jonigk D. Endothelialitis, Microischemia, and Intussusceptive Angiogenesis in COVID-19. Cold Spring Harb Perspect Med 2022; 12:a041157. [PMID: 35534210 PMCID: PMC9524390 DOI: 10.1101/cshperspect.a041157] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
COVID-19 has been associated with a range of illness severity-from minimal symptoms to life-threatening multisystem organ failure. The severe forms of COVID-19 appear to be associated with an angiocentric or vascular phase of the disease. In studying autopsy patients succumbing to COVID-19, we found alveolar capillary microthrombi were 9 times more common in COVID-19 than in comparable patients with influenza. Corrosion casting of the COVID-19 microcirculation has revealed microvascular distortion, enhanced bronchial circulation, and striking increases in intussusceptive angiogenesis. In patients with severe COVID-19, endothelial cells commonly demonstrate significant ultrastructural injury. High-resolution imaging suggests that microcirculation perturbations are linked to ischemic changes in microanatomic compartments of the lung (secondary lobules). NanoString profiling of these regions has confirmed a transcriptional signature compatible with microischemia. We conclude that irreversible tissue ischemia provides an explanation for the cystic and fibrotic changes associated with long-haul COVID-19 symptoms.
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Affiliation(s)
- Steven J Mentzer
- Division of Thoracic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Maximilian Ackermann
- Institute of Pathology and Department of Molecular Pathology, Helios University Clinic Wuppertal, University of Witten-Herdecke, 42283 Wuppertal, Germany; Institute of Functional and Clinical Anatomy, University Medical Center of the Johannes Gutenberg University Mainz, 55128 Mainz, Germany
| | - Danny Jonigk
- Institute of Pathology, Hannover Medical School, 30625 Hanover, Germany; Member of the German Center for Lung Research, Biomedical Research in Endstage and Obstructive Lung Disease Hannover, 30625 Hanover, Germany
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Sette A, Crotty S. Immunological memory to SARS-CoV-2 infection and COVID-19 vaccines. Immunol Rev 2022; 310:27-46. [PMID: 35733376 PMCID: PMC9349657 DOI: 10.1111/imr.13089] [Citation(s) in RCA: 177] [Impact Index Per Article: 59.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Accepted: 05/04/2022] [Indexed: 12/12/2022]
Abstract
Immunological memory is the basis of protective immunity provided by vaccines and previous infections. Immunological memory can develop from multiple branches of the adaptive immune system, including CD4 T cells, CD8 T cells, B cells, and long-lasting antibody responses. Extraordinary progress has been made in understanding memory to SARS-CoV-2 infection and COVID-19 vaccines, addressing development; quantitative and qualitative features of different cellular and anatomical compartments; and durability of each cellular component and antibodies. Given the sophistication of the measurements; the size of the human studies; the use of longitudinal samples and cross-sectional studies; and head-to-head comparisons between infection and vaccines or between multiple vaccines, the understanding of immune memory for 1 year to SARS-CoV-2 infection and vaccines already supersedes that of any other acute infectious disease. This knowledge may help inform public policies regarding COVID-19 and COVID-19 vaccines, as well as the scientific development of future vaccines against SARS-CoV-2 and other diseases.
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Affiliation(s)
- Alessandro Sette
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology (LJI), La Jolla, CA 92037, USA
- Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California, San Diego (UCSD), La Jolla, CA 92037, USA
| | - Shane Crotty
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology (LJI), La Jolla, CA 92037, USA
- Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California, San Diego (UCSD), La Jolla, CA 92037, USA
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Cabral-Marques O, Halpert G, Schimke LF, Ostrinski Y, Vojdani A, Baiocchi GC, Freire PP, Filgueiras IS, Zyskind I, Lattin MT, Tran F, Schreiber S, Marques AHC, Plaça DR, Fonseca DLM, Humrich JY, Müller A, Giil LM, Graßhoff H, Schumann A, Hackel A, Junker J, Meyer C, Ochs HD, Lavi YB, Scheibenbogen C, Dechend R, Jurisica I, Schulze-Forster K, Silverberg JI, Amital H, Zimmerman J, Heidecke H, Rosenberg AZ, Riemekasten G, Shoenfeld Y. Autoantibodies targeting GPCRs and RAS-related molecules associate with COVID-19 severity. Nat Commun 2022; 13:1220. [PMID: 35264564 PMCID: PMC8907309 DOI: 10.1038/s41467-022-28905-5] [Citation(s) in RCA: 74] [Impact Index Per Article: 24.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 02/16/2022] [Indexed: 12/27/2022] Open
Abstract
COVID-19 shares the feature of autoantibody production with systemic autoimmune diseases. In order to understand the role of these immune globulins in the pathogenesis of the disease, it is important to explore the autoantibody spectra. Here we show, by a cross-sectional study of 246 individuals, that autoantibodies targeting G protein-coupled receptors (GPCR) and RAS-related molecules associate with the clinical severity of COVID-19. Patients with moderate and severe disease are characterized by higher autoantibody levels than healthy controls and those with mild COVID-19 disease. Among the anti-GPCR autoantibodies, machine learning classification identifies the chemokine receptor CXCR3 and the RAS-related molecule AGTR1 as targets for antibodies with the strongest association to disease severity. Besides antibody levels, autoantibody network signatures are also changing in patients with intermediate or high disease severity. Although our current and previous studies identify anti-GPCR antibodies as natural components of human biology, their production is deregulated in COVID-19 and their level and pattern alterations might predict COVID-19 disease severity.
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Affiliation(s)
- Otavio Cabral-Marques
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil.
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil.
- Network of Immunity in Infection, Malignancy, and Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), Sao Paulo, Brazil.
| | - Gilad Halpert
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Israel
- Saint Petersburg State University, Saint-Petersburg, Russia
| | - Lena F Schimke
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Yuri Ostrinski
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Israel
- Saint Petersburg State University, Saint-Petersburg, Russia
- Ariel University, Ariel, Israel
| | - Aristo Vojdani
- Department of Immunology, Immunosciences Laboratory, Inc., Los Angeles, CA, United States
- Cyrex Laboratories, LLC 2602S. 24th St., Phoenix, AZ, 85034, USA
| | - Gabriela Crispim Baiocchi
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Paula Paccielli Freire
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Igor Salerno Filgueiras
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Israel Zyskind
- Department of Pediatrics, NYU Langone Medical Center, New York, NY, USA
- Maimonides Medical Center, Brooklyn, NY, USA
| | - Miriam T Lattin
- Department of Biology, Yeshiva University, Manhatten, NY, USA
| | - Florian Tran
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein Campus Kiel, Kiel, Germany
| | - Stefan Schreiber
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein Campus Kiel, Kiel, Germany
| | - Alexandre H C Marques
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Desirée Rodrigues Plaça
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Dennyson Leandro M Fonseca
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Jens Y Humrich
- Department of Rheumatology, University Medical Center Schleswig-Holstein Campus Lübeck, Lübeck, Germany
| | - Antje Müller
- Department of Rheumatology, University Medical Center Schleswig-Holstein Campus Lübeck, Lübeck, Germany
| | - Lasse M Giil
- Department of Internal Medicine, Haraldsplass Deaconess Hospital, Bergen, Norway
| | - Hanna Graßhoff
- Department of Rheumatology, University Medical Center Schleswig-Holstein Campus Lübeck, Lübeck, Germany
| | - Anja Schumann
- Department of Rheumatology, University Medical Center Schleswig-Holstein Campus Lübeck, Lübeck, Germany
| | - Alexander Hackel
- Department of Rheumatology, University Medical Center Schleswig-Holstein Campus Lübeck, Lübeck, Germany
| | - Juliane Junker
- CellTrend Gesellschaft mit beschränkter Haftung (GmbH), Luckenwalde, Germany
| | - Carlotta Meyer
- CellTrend Gesellschaft mit beschränkter Haftung (GmbH), Luckenwalde, Germany
| | - Hans D Ochs
- Department of Pediatrics, University of Washington School of Medicine, and Seattle Children's Research Institute, Seattle, WA, USA
| | - Yael Bublil Lavi
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Carmen Scheibenbogen
- Institute of Medical Immunology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Ralf Dechend
- Experimental and Clinical Research Center, a collaboration of Max Delbruck Center for Molecular Medicine and Charité Universitätsmedizin, and HELIOS Clinic, Department of Cardiology and Nephrology, Berlin, 13125, Germany
| | - Igor Jurisica
- Osteoarthritis Research Program, Division of Orthopedic Surgery, Schroeder Arthritis Institute, UHN; Data Science Discovery Centre, Krembil Research Institute, UHN, Departments of Medical Biophysics and Computer Science, University of Toronto, Toronto, Canada
- Institute of Neuroimmunology, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Kai Schulze-Forster
- CellTrend Gesellschaft mit beschränkter Haftung (GmbH), Luckenwalde, Germany
| | - Jonathan I Silverberg
- School of Medicine and Health Sciences, George Washington University, Washington, DC, USA
| | - Howard Amital
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Israel
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- Department of Medicine B, Sheba Medical Center, Tel Hashomer, Israel
| | | | - Harry Heidecke
- CellTrend Gesellschaft mit beschränkter Haftung (GmbH), Luckenwalde, Germany
| | - Avi Z Rosenberg
- Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Gabriela Riemekasten
- Department of Rheumatology, University Medical Center Schleswig-Holstein Campus Lübeck, Lübeck, Germany.
| | - Yehuda Shoenfeld
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Israel.
- Saint Petersburg State University, Saint-Petersburg, Russia.
- Ariel University, Ariel, Israel.
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