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Hao S, Tomic I, Lindsey BB, Jagne YJ, Hoschler K, Meijer A, Quiroz JMC, Meade P, Sano K, Peno C, Costa-Martins AG, Bogaert D, Kampmann B, Nakaya H, Krammer F, de Silva TI, Tomic A. Integrative Mapping of Pre-existing Immune Landscapes for Vaccine Response Prediction. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.22.634302. [PMID: 39896552 PMCID: PMC11785181 DOI: 10.1101/2025.01.22.634302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/04/2025]
Abstract
Predicting individual vaccine responses remains a significant challenge due to the complexity and variability of immune processes. To address this gap, we developed immunaut, an open-source, data-driven framework implemented as an R package specifically designed for all systems vaccinologists seeking to analyze and predict immunological outcomes across diverse vaccination settings. Leveraging one of the most comprehensive live attenuated influenza vaccine (LAIV) datasets to date - 244 Gambian children enrolled in a phase 4 immunogenicity study - immunaut integrates humoral, mucosal, cellular, transcriptomic, and microbiological parameters collected before and after vaccination, providing an unprecedentedly holistic view of LAIV-induced immunity. Through advanced dimensionality reduction, clustering, and predictive modeling, immunaut identifies distinct immunophenotypic responder profiles and their underlying baseline determinants. In this study, immunaut delineated three immunophenotypes: (1) CD8 T-cell responders, marked by strong baseline mucosal immunity and extensive prior influenza virus exposure that boosts memory CD8 T-cell responses, without generating influenza virus-specific antibody responses; (2) Mucosal responders, characterized by pre-existing systemic influenza A virus immunity (specifically to H3N2) and stable epithelial integrity, leading to potent mucosal IgA expansions and subsequent seroconversion to influenza B virus; and (3) Systemic, broad influenza A virus responders, who start with relatively naive immunity and leverage greater initial viral replication to drive broad systemic antibody responses against multiple influenza A virus variants beyond those included in the LAIV vaccine. By integrating pathway-level analysis, model-derived contribution scores, and hierarchical decision rules, immunaut elucidates how distinct immunological landscapes shape each response trajectory and how key baseline features, including pre-existing immunity, mucosal preparedness, and cellular support, dictate vaccine outcomes. Collectively, these findings emphasize the power of integrative, predictive frameworks to advance precision vaccinology, and highlight immunaut as a versatile, community-available resource for optimizing immunization strategies across diverse populations and vaccine platforms.
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Affiliation(s)
- Stephanie Hao
- Atomic lab, The National Emerging Infectious Diseases Laboratories (NEIDL), Boston University; Boston, MA, US
| | - Ivan Tomic
- Atomic lab, The National Emerging Infectious Diseases Laboratories (NEIDL), Boston University; Boston, MA, US
| | - Benjamin B Lindsey
- The Florey Institute of Infection and NIHR Sheffield Biomedical Research Centre, University of Sheffield; Sheffield, UK
- Division of Clinical Medicine, School of Medicine and Population Health, University of Sheffield, Beech Hill Road; Sheffield, UK
| | - Ya Jankey Jagne
- Vaccines and Immunity Theme, Medical Research Council Unit The Gambia at the London School of Hygiene and Tropical Medicine; Fajara, The Gambia
| | - Katja Hoschler
- Respiratory Virus Unit, UK Health Security Agency; London, UK
| | - Adam Meijer
- National Institute for Public Health and the Environment; Bilthoven, The Netherlands
| | - Juan Manuel Carreño Quiroz
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, US
- Center for Vaccine Research and Pandemic Preparedness (C-VaRPP), Icahn School of Medicine at Mount Sinai, New York, NY, US
| | - Philip Meade
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, US
- Center for Vaccine Research and Pandemic Preparedness (C-VaRPP), Icahn School of Medicine at Mount Sinai, New York, NY, US
| | - Kaori Sano
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, US
- Center for Vaccine Research and Pandemic Preparedness (C-VaRPP), Icahn School of Medicine at Mount Sinai, New York, NY, US
| | - Chikondi Peno
- Centre for Inflammation Research, University of Edinburgh; Edinburgh, UK
| | - André G Costa-Martins
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo; São Paulo, Brazil
- Micromanufacturing Laboratory, Institute for Technological Research, São Paulo, Brazil
| | - Debby Bogaert
- Centre for Inflammation Research, University of Edinburgh; Edinburgh, UK
| | - Beate Kampmann
- Vaccines and Immunity Theme, London School of Hygiene & Tropical Medicine; London, UK
- Charité Centre for Global Health; Berlin, Germany
| | - Helder Nakaya
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo; São Paulo, Brazil
- Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Florian Krammer
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, US
- Center for Vaccine Research and Pandemic Preparedness (C-VaRPP), Icahn School of Medicine at Mount Sinai, New York, NY, US
- Ignaz Semmelweis Institute, Interuniversity Institute for Infection Research, Medical University of Vienna, Vienna, Austria
- Department of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, US
| | - Thushan I de Silva
- The Florey Institute of Infection and NIHR Sheffield Biomedical Research Centre, University of Sheffield; Sheffield, UK
- Division of Clinical Medicine, School of Medicine and Population Health, University of Sheffield, Beech Hill Road; Sheffield, UK
- Vaccines and Immunity Theme, London School of Hygiene & Tropical Medicine; London, UK
| | - Adriana Tomic
- Atomic lab, The National Emerging Infectious Diseases Laboratories (NEIDL), Boston University; Boston, MA, US
- Department of Virology, Immunology & Microbiology, Boston University Medical School; Boston, MA, US
- Biomedical Engineering, Boston University, College of Engineering; Boston, MA, US
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2
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Nyirenda J, Hardy OM, Silva Filho JD, Herder V, Attipa C, Ndovi C, Siwombo M, Namalima TR, Suwedi L, Ilia G, Nyasulu W, Ngulube T, Nyirenda D, Mvaya L, Phiri J, Chasweka D, Eneya C, Makwinja C, Phiri C, Ziwoya F, Tembo A, Makwangwala K, Khoswe S, Banda P, Morton B, Hilton O, Lawrence S, Dos Reis MF, Melo GC, de Lacerda MVG, Trindade Maranhão Costa F, Monteiro WM, Ferreira LCDL, Johnson C, McGuinness D, Jambo K, Haley M, Kumwenda B, Palmarini M, Denno DM, Voskuijl W, Kamiza SB, Barnes KG, Couper K, Marti M, Otto TD, Moxon CA. Spatially resolved single-cell atlas unveils a distinct cellular signature of fatal lung COVID-19 in a Malawian population. Nat Med 2024; 30:3765-3777. [PMID: 39567718 PMCID: PMC11645280 DOI: 10.1038/s41591-024-03354-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 10/14/2024] [Indexed: 11/22/2024]
Abstract
Postmortem single-cell studies have transformed understanding of lower respiratory tract diseases (LRTDs), including coronavirus disease 2019 (COVID-19), but there are minimal data from African settings where HIV, malaria and other environmental exposures may affect disease pathobiology and treatment targets. In this study, we used histology and high-dimensional imaging to characterize fatal lung disease in Malawian adults with (n = 9) and without (n = 7) COVID-19, and we generated single-cell transcriptomics data from lung, blood and nasal cells. Data integration with other cohorts showed a conserved COVID-19 histopathological signature, driven by contrasting immune and inflammatory mechanisms: in US, European and Asian cohorts, by type I/III interferon (IFN) responses, particularly in blood-derived monocytes, and in the Malawian cohort, by response to IFN-γ in lung-resident macrophages. HIV status had minimal impact on histology or immunopathology. Our study provides a data resource and highlights the importance of studying the cellular mechanisms of disease in underrepresented populations, indicating shared and distinct targets for treatment.
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Affiliation(s)
- James Nyirenda
- School of Infection and Immunity, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
- Blantyre Malaria Project, Kamuzu University of Health Sciences, Blantyre, Malawi
- Malawi-Liverpool-Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Olympia M Hardy
- School of Infection and Immunity, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - João Da Silva Filho
- School of Infection and Immunity, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
- Universität Zürich, Institut für Parasitologie, Zurich, Switzerland
| | - Vanessa Herder
- MRC-University of Glasgow Centre for Virus Research, Glasgow, UK
| | - Charalampos Attipa
- School of Infection and Immunity, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
- Malawi-Liverpool-Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi
- The Royal (Dick) School of Veterinary Studies, University of Edinburgh, Edinburgh, UK
- The Roslin Institute, University of Edinburgh, Edinburgh, UK
| | - Charles Ndovi
- School of Infection and Immunity, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
- Blantyre Malaria Project, Kamuzu University of Health Sciences, Blantyre, Malawi
- Malawi-Liverpool-Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Memory Siwombo
- Queen Elizabeth Central Hospital, Blantyre, Malawi
- Kamuzu University of Science of Health Sciences, Blantyre, Malawi
| | | | - Leticia Suwedi
- Malawi-Liverpool-Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi
- International Public Health, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Georgios Ilia
- MRC-University of Glasgow Centre for Virus Research, Glasgow, UK
| | - Watipenge Nyasulu
- School of Infection and Immunity, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
- Blantyre Malaria Project, Kamuzu University of Health Sciences, Blantyre, Malawi
- Malawi-Liverpool-Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Thokozile Ngulube
- School of Infection and Immunity, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
- Malawi-Liverpool-Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Deborah Nyirenda
- Malawi-Liverpool-Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi
- International Public Health, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Leonard Mvaya
- Malawi-Liverpool-Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Joseph Phiri
- Malawi-Liverpool-Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Dennis Chasweka
- Kamuzu University of Science of Health Sciences, Blantyre, Malawi
| | - Chisomo Eneya
- Kamuzu University of Science of Health Sciences, Blantyre, Malawi
| | | | - Chisomo Phiri
- Kamuzu University of Science of Health Sciences, Blantyre, Malawi
| | - Frank Ziwoya
- Kamuzu University of Science of Health Sciences, Blantyre, Malawi
| | - Abel Tembo
- Kamuzu University of Science of Health Sciences, Blantyre, Malawi
| | | | - Stanley Khoswe
- Kamuzu University of Science of Health Sciences, Blantyre, Malawi
| | - Peter Banda
- Queen Elizabeth Central Hospital, Blantyre, Malawi
- Kamuzu University of Science of Health Sciences, Blantyre, Malawi
| | - Ben Morton
- Malawi-Liverpool-Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Orla Hilton
- Department of Infectious Diseases, Imperial College London, London, UK
| | - Sarah Lawrence
- Department of Global Health and Pediatrics, University of Washington, Seattle, WA, USA
| | - Monique Freire Dos Reis
- Department of Education and Research, Oncology Control Centre of Amazonas State (FCECON), Manaus, Brazil
- Postgraduate Program in Tropical Medicine, University of Amazonas State, Manaus, Brazil
| | | | - Marcus Vinicius Guimaraes de Lacerda
- Tropical Medicine Foundation Dr. Heitor Vieira Dourado, Manaus, Brazil
- Institute Leônidas & Maria Deane, Fiocruz, Manaus, Brazil
- The University of Texas Medical Branch, Galveston, TX, USA
| | | | - Wuelton Marcelo Monteiro
- Postgraduate Program in Tropical Medicine, University of Amazonas State, Manaus, Brazil
- Tropical Medicine Foundation Dr. Heitor Vieira Dourado, Manaus, Brazil
| | - Luiz Carlos de Lima Ferreira
- Postgraduate Program in Tropical Medicine, University of Amazonas State, Manaus, Brazil
- Tropical Medicine Foundation Dr. Heitor Vieira Dourado, Manaus, Brazil
| | - Carla Johnson
- School of Infection and Immunity, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Dagmara McGuinness
- School of Infection and Immunity, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Kondwani Jambo
- Malawi-Liverpool-Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Michael Haley
- Division of Immunology, Immunity to Infection & Respiratory Medicine, Faculty of Biology, University of Manchester, Manchester, UK
| | | | | | - Donna M Denno
- Department of Global Health and Pediatrics, University of Washington, Seattle, WA, USA
| | - Wieger Voskuijl
- Queen Elizabeth Central Hospital, Blantyre, Malawi
- Kamuzu University of Science of Health Sciences, Blantyre, Malawi
- Department of Global Health, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | | | - Kayla G Barnes
- Malawi-Liverpool-Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, UK
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Kevin Couper
- Division of Immunology, Immunity to Infection & Respiratory Medicine, Faculty of Biology, University of Manchester, Manchester, UK
| | - Matthias Marti
- School of Infection and Immunity, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK.
- Universität Zürich, Institut für Parasitologie, Zurich, Switzerland.
| | - Thomas D Otto
- School of Infection and Immunity, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK.
| | - Christopher A Moxon
- School of Infection and Immunity, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK.
- Blantyre Malaria Project, Kamuzu University of Health Sciences, Blantyre, Malawi.
- Malawi-Liverpool-Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi.
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK.
- Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, UK.
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3
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Mitsi E, Diniz MO, Reiné J, Collins AM, Robinson RE, Hyder-Wright A, Farrar M, Liatsikos K, Hamilton J, Onyema O, Urban BC, Solórzano C, Belij-Rammerstorfer S, Sheehan E, Lambe T, Draper SJ, Weiskopf D, Sette A, Maini MK, Ferreira DM. Respiratory mucosal immune memory to SARS-CoV-2 after infection and vaccination. Nat Commun 2023; 14:6815. [PMID: 37884506 PMCID: PMC10603102 DOI: 10.1038/s41467-023-42433-w] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 10/10/2023] [Indexed: 10/28/2023] Open
Abstract
Respiratory mucosal immunity induced by vaccination is vital for protection from coronavirus infection in animal models. In humans, the capacity of peripheral vaccination to generate sustained immunity in the lung mucosa, and how this is influenced by prior SARS-CoV-2 infection, is unknown. Here we show using bronchoalveolar lavage samples that donors with history of both infection and vaccination have more airway mucosal SARS-CoV-2 antibodies and memory B cells than those only vaccinated. Infection also induces populations of airway spike-specific memory CD4+ and CD8+ T cells that are not expanded by vaccination alone. Airway mucosal T cells induced by infection have a distinct hierarchy of antigen specificity compared to the periphery. Spike-specific T cells persist in the lung mucosa for 7 months after the last immunising event. Thus, peripheral vaccination alone does not appear to induce durable lung mucosal immunity against SARS-CoV-2, supporting an argument for the need for vaccines targeting the airways.
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Affiliation(s)
- Elena Mitsi
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK.
- Department of Clinical Science, Liverpool School of Tropical Medicine, Liverpool, UK.
| | - Mariana O Diniz
- Division of Infection and Immunity and Institute of Immunity and Transplantation, UCL, London, UK
| | - Jesús Reiné
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK
- Department of Clinical Science, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Andrea M Collins
- Department of Clinical Science, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Ryan E Robinson
- Department of Clinical Science, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Angela Hyder-Wright
- Department of Clinical Science, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Madlen Farrar
- Department of Clinical Science, Liverpool School of Tropical Medicine, Liverpool, UK
| | | | - Josh Hamilton
- Department of Clinical Science, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Onyia Onyema
- Department of Clinical Science, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Britta C Urban
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK
- Department of Clinical Science, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Carla Solórzano
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK
- Department of Clinical Science, Liverpool School of Tropical Medicine, Liverpool, UK
| | | | - Emma Sheehan
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK
| | - Teresa Lambe
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK
- Chinese Academy of Medical Science (CAMS) Oxford Institute (COI), University of Oxford, Oxford, UK
| | - Simon J Draper
- Department of Biochemistry, University of Oxford, Oxford, UK
| | - Daniela Weiskopf
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology (LJI), La Jolla, USA
| | - Alessandro Sette
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology (LJI), La Jolla, USA
- Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California, San Diego, La Jolla, USA
| | - Mala K Maini
- Division of Infection and Immunity and Institute of Immunity and Transplantation, UCL, London, UK
| | - Daniela M Ferreira
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK.
- Department of Clinical Science, Liverpool School of Tropical Medicine, Liverpool, UK.
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4
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Marathe SJ, Snider MA, Flores-Torres AS, Dubin PJ, Samarasinghe AE. Human matters in asthma: Considering the microbiome in pulmonary health. Front Pharmacol 2022; 13:1020133. [PMID: 36532717 PMCID: PMC9755222 DOI: 10.3389/fphar.2022.1020133] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 11/15/2022] [Indexed: 07/25/2023] Open
Abstract
Microbial communities form an important symbiotic ecosystem within humans and have direct effects on health and well-being. Numerous exogenous factors including airborne triggers, diet, and drugs impact these established, but fragile communities across the human lifespan. Crosstalk between the mucosal microbiota and the immune system as well as the gut-lung axis have direct correlations to immune bias that may promote chronic diseases like asthma. Asthma initiation and pathogenesis are multifaceted and complex with input from genetic, epigenetic, and environmental components. In this review, we summarize and discuss the role of the airway microbiome in asthma, and how the environment, diet and therapeutics impact this low biomass community of microorganisms. We also focus this review on the pediatric and Black populations as high-risk groups requiring special attention, emphasizing that the whole patient must be considered during treatment. Although new culture-independent techniques have been developed and are more accessible to researchers, the exact contribution the airway microbiome makes in asthma pathogenesis is not well understood. Understanding how the airway microbiome, as a living entity in the respiratory tract, participates in lung immunity during the development and progression of asthma may lead to critical new treatments for asthma, including population-targeted interventions, or even more effective administration of currently available therapeutics.
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Affiliation(s)
- Sandesh J. Marathe
- Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, TN, United States
- Division of Pulmonology, Allergy-Immunology, and Sleep, Memphis, TN, United States
- Children’s Foundation Research Institute, Le Bonheur Children’s Hospital, Memphis, TN, United States
| | - Mark A. Snider
- Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, TN, United States
- Division of Emergency Medicine, College of Medicine, University of Tennessee Health Science Center, Memphis, TN, United States
| | - Armando S. Flores-Torres
- Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, TN, United States
- Children’s Foundation Research Institute, Le Bonheur Children’s Hospital, Memphis, TN, United States
| | - Patricia J. Dubin
- Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, TN, United States
- Division of Pulmonology, Allergy-Immunology, and Sleep, Memphis, TN, United States
| | - Amali E. Samarasinghe
- Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, TN, United States
- Division of Pulmonology, Allergy-Immunology, and Sleep, Memphis, TN, United States
- Children’s Foundation Research Institute, Le Bonheur Children’s Hospital, Memphis, TN, United States
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5
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Stahlfeld A, Glick LR, Ott IM, Craft SB, Yolda-Carr D, Harden CA, Nakahata M, Farhadian SF, Grant LR, Alexander-Parrish R, Arguedas A, Gessner BD, Weinberger DM, Wyllie AL. Detection of pneumococcus during hospitalization for SARS-CoV-2. FEMS MICROBES 2022; 3:xtac026. [PMID: 37332510 PMCID: PMC10117745 DOI: 10.1093/femsmc/xtac026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 09/29/2022] [Accepted: 10/12/2022] [Indexed: 10/22/2023] Open
Abstract
Background Infections with respiratory viruses [e.g. influenza and respiratory syncytial virus (RSV)] can increase the risk of severe pneumococcal infections. Likewise, pneumococcal coinfection is associated with poorer outcomes in viral respiratory infection. However, there are limited data describing the frequency of pneumococcus and SARS-CoV-2 coinfection and the role of coinfection in influencing COVID-19 severity. We, therefore, investigated the detection of pneumococcus in COVID-19 inpatients during the early pandemic period. Methods The study included patients aged 18 years and older, admitted to the Yale-New Haven Hospital who were symptomatic for respiratory infection and tested positive for SARS-CoV-2 during March-August 2020. Patients were tested for pneumococcus through culture-enrichment of saliva followed by RT-qPCR (to identify carriage) and serotype-specific urine antigen detection (UAD) assays (to identify presumed lower respiratory tract pneumococcal disease). Results Among 148 subjects, the median age was 65 years; 54.7% were male; 50.7% had an ICU stay; 64.9% received antibiotics; and 14.9% died while admitted. Pneumococcal carriage was detected in 3/96 (3.1%) individuals tested by saliva RT-qPCR. Additionally, pneumococcus was detected in 14/127 (11.0%) individuals tested by UAD, and more commonly in severe than moderate COVID-19 [OR: 2.20; 95% CI: (0.72, 7.48)]; however, the numbers were small with a high degree of uncertainty. None of the UAD-positive individuals died. Conclusions Pneumococcal lower respiratory tract infection (LRTI), as detected by positive UAD, occurred in patients hospitalized with COVID-19. Moreover, pneumococcal LRTI was more common in those with more serious COVID-19 outcomes. Future studies should assess how pneumococcus and SARS-CoV-2 interact to influence COVID-19 severity in hospitalized patients.
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Affiliation(s)
- Anne Stahlfeld
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, LEPH823, 60 College St, New Haven, CT 06510, United States
| | - Laura R Glick
- Yale School of Medicine, 333 Cedar St, New Haven, CT 06511, United States
| | - Isabel M Ott
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, LEPH823, 60 College St, New Haven, CT 06510, United States
| | - Samuel B Craft
- Yale School of Medicine, 333 Cedar St, New Haven, CT 06511, United States
| | - Devyn Yolda-Carr
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, LEPH823, 60 College St, New Haven, CT 06510, United States
| | - Christina A Harden
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, LEPH823, 60 College St, New Haven, CT 06510, United States
| | - Maura Nakahata
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, LEPH823, 60 College St, New Haven, CT 06510, United States
| | - Shelli F Farhadian
- Yale School of Medicine, 333 Cedar St, New Haven, CT 06511, United States
| | - Lindsay R Grant
- Medical and Scientific Affairs, Pfizer Inc, 500 Arcola Rd, Collegeville, PA 19426, United States
| | - Ronika Alexander-Parrish
- Medical and Scientific Affairs, Pfizer Inc, 500 Arcola Rd, Collegeville, PA 19426, United States
| | - Adriano Arguedas
- Medical and Scientific Affairs, Pfizer Inc, 500 Arcola Rd, Collegeville, PA 19426, United States
| | - Bradford D Gessner
- Medical and Scientific Affairs, Pfizer Inc, 500 Arcola Rd, Collegeville, PA 19426, United States
| | - Daniel M Weinberger
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, LEPH823, 60 College St, New Haven, CT 06510, United States
| | - Anne L Wyllie
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, LEPH823, 60 College St, New Haven, CT 06510, United States
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6
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Hastak PS, Andersen CR, Kelleher AD, Sasson SC. Frontline workers: Mediators of mucosal immunity in community acquired pneumonia and COVID-19. Front Immunol 2022; 13:983550. [PMID: 36211412 PMCID: PMC9539803 DOI: 10.3389/fimmu.2022.983550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 09/08/2022] [Indexed: 11/13/2022] Open
Abstract
The current COVID-19 pandemic has highlighted a need to further understand lung mucosal immunity to reduce the burden of community acquired pneumonia, including that caused by the SARS-CoV-2 virus. Local mucosal immunity provides the first line of defence against respiratory pathogens, however very little is known about the mechanisms involved, with a majority of literature on respiratory infections based on the examination of peripheral blood. The mortality for severe community acquired pneumonia has been rising annually, even prior to the current pandemic, highlighting a significant need to increase knowledge, understanding and research in this field. In this review we profile key mediators of lung mucosal immunity, the dysfunction that occurs in the diseased lung microenvironment including the imbalance of inflammatory mediators and dysbiosis of the local microbiome. A greater understanding of lung tissue-based immunity may lead to improved diagnostic and prognostic procedures and novel treatment strategies aimed at reducing the disease burden of community acquired pneumonia, avoiding the systemic manifestations of infection and excess morbidity and mortality.
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Affiliation(s)
- Priyanka S. Hastak
- The Kirby Institute, Immunovirology and Pathogenesis Program, University of New South Wales, Sydney, NSW, Australia
| | - Christopher R. Andersen
- The Kirby Institute, Immunovirology and Pathogenesis Program, University of New South Wales, Sydney, NSW, Australia
- Intensive Care Unit, Royal North Shore Hospital, Sydney, NSW, Australia
- Critical Care and Trauma Division, The George Institute for Global Health, Sydney, NSW, Australia
| | - Anthony D. Kelleher
- The Kirby Institute, Immunovirology and Pathogenesis Program, University of New South Wales, Sydney, NSW, Australia
| | - Sarah C. Sasson
- The Kirby Institute, Immunovirology and Pathogenesis Program, University of New South Wales, Sydney, NSW, Australia
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Diniz MO, Mitsi E, Swadling L, Rylance J, Johnson M, Goldblatt D, Ferreira D, Maini MK. Airway-resident T cells from unexposed individuals cross-recognize SARS-CoV-2. Nat Immunol 2022; 23:1324-1329. [PMID: 36038709 PMCID: PMC9477726 DOI: 10.1038/s41590-022-01292-1] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Accepted: 07/18/2022] [Indexed: 12/15/2022]
Abstract
T cells can contribute to clearance of respiratory viruses that cause acute-resolving infections such as SARS-CoV-2, helping to provide long-lived protection against disease. Recent studies have suggested an additional role for T cells in resisting overt infection: pre-existing cross-reactive responses were preferentially enriched in healthcare workers who had abortive infections1, and in household contacts protected from infection2. We hypothesize that such early viral control would require pre-existing cross-reactive memory T cells already resident at the site of infection; such airway-resident responses have been shown to be critical for mediating protection after intranasal vaccination in a murine model of SARS-CoV3. Bronchoalveolar lavage samples from the lower respiratory tract of healthy donors obtained before the COVID-19 pandemic revealed airway-resident, SARS-CoV-2-cross-reactive T cells, which correlated with the strength of human seasonal coronavirus immunity. We therefore demonstrate the potential to harness functional airway-resident SARS-CoV-2-reactive T cells in next-generation mucosal vaccines.
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Affiliation(s)
- Mariana O Diniz
- Division of Infection and Immunity and Institute of Immunity and Transplantation, UCL, London, UK
| | - Elena Mitsi
- Department of Clinical Science, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Leo Swadling
- Division of Infection and Immunity and Institute of Immunity and Transplantation, UCL, London, UK
| | - Jamie Rylance
- Department of Clinical Science, Liverpool School of Tropical Medicine, Liverpool, UK
| | | | | | - Daniela Ferreira
- Department of Clinical Science, Liverpool School of Tropical Medicine, Liverpool, UK.
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK.
| | - Mala K Maini
- Division of Infection and Immunity and Institute of Immunity and Transplantation, UCL, London, UK.
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Lewnard JA, Bruxvoort KJ, Fischer H, Hong VX, Grant LR, Jódar L, Cané A, Gessner BD, Tartof SY. Effectiveness of 13-valent pneumococcal conjugate vaccine against medically-attended lower respiratory tract infection and pneumonia among older adults. Clin Infect Dis 2021; 75:832-841. [PMID: 34967907 DOI: 10.1093/cid/ciab1051] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Among older adults, 13-valent pneumococcal conjugate vaccine (PCV13) has been found efficacious against non-bacteremic pneumonia associated with vaccine-serotype pneumococci. However, the burden of lower-respiratory tract infection (LRTI) and pneumonia preventable by direct immunization of older adults continues to be debated. METHODS We analyzed data from an open cohort of adults aged ≥65 years enrolled in Kaiser Permanente Southern California health plans from 2016 to 2019, who received PCV13 concordant with US Advisory Committee on Immunization Practices guidelines. We estimated PCV13 vaccine effectiveness (VE) via the adjusted hazards ratio (aHR) for first LRTI and pneumonia episodes during each respiratory season, comparing PCV13-exposed and PCV13-unexposed time at risk for each participant using a self-matched inference framework. Analyses used Cox proportional hazards models, stratified by individual. RESULTS Among 42,700 adults who met inclusion criteria, VE was 9.5% (95% confidence interval: 2.2% to 16.3%) against all-cause medically-attended LRTI and 8.8% (-0.2% to 17.0%) against all-cause medically-attended pneumonia. In contrast, we did not identify evidence of protection against LRTI and pneumonia following receipt of 23-valent pneumococcal polysaccharide vaccine. PCV13 prevented 0.7 (0.2 to 1.4) and 0.5 (0.0 to 1.0) cases of LRTI and pneumonia, respectively, per 100 vaccinated persons annually; over 5 years, one case of LRTI and one case of pneumonia were prevented for every 27 and 42 individuals vaccinated, respectively. CONCLUSIONS PCV13 vaccination among older adults substantially reduced incidence of medically-attended respiratory illness. Direct immunization of older adults is an effective strategy to combat residual disease burden associated with PCV13-type pneumococci.
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Affiliation(s)
- Joseph A Lewnard
- Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, California.,Division of Infectious Diseases & Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, California, United States.,Center for Computational Biology, College of Engineering, University of California, Berkeley, Berkeley, California, United States
| | - Katia J Bruxvoort
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama, United States.,Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Heidi Fischer
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Vennis X Hong
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | | | - Luis Jódar
- Pfizer Vaccines, Collegeville, Pennsylvania, United States
| | - Alejandro Cané
- Pfizer Vaccines, Collegeville, Pennsylvania, United States
| | | | - Sara Y Tartof
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama, United States.,Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, United States
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A Murine Model for Enhancement of Streptococcus pneumoniae Pathogenicity upon Viral Infection and Advanced Age. Infect Immun 2021; 89:e0047120. [PMID: 34031128 DOI: 10.1128/iai.00471-20] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Streptococcus pneumoniae (pneumococcus) resides asymptomatically in the nasopharynx (NP) but can progress from benign colonizer to lethal pulmonary or systemic pathogen. Both viral infection and aging are risk factors for serious pneumococcal infections. Previous work established a murine model that featured the movement of pneumococcus from the nasopharynx to the lung upon nasopharyngeal inoculation with influenza A virus (IAV) but did not fully recapitulate the severe disease associated with human coinfection. We built upon this model by first establishing pneumococcal nasopharyngeal colonization, then inoculating both the nasopharynx and lungs with IAV. In young (2-month-old) mice, coinfection triggered bacterial dispersal from the nasopharynx into the lungs, pulmonary inflammation, disease, and mortality in a fraction of mice. In aged mice (18 to 24 months), coinfection resulted in earlier and more severe disease. Aging was not associated with greater bacterial burdens but rather with more rapid pulmonary inflammation and damage. Both aging and IAV infection led to inefficient bacterial killing by neutrophils ex vivo. Conversely, aging and pneumococcal colonization also blunted alpha interferon (IFN-α) production and increased pulmonary IAV burden. Thus, in this multistep model, IAV promotes pneumococcal pathogenicity by modifying bacterial behavior in the nasopharynx, diminishing neutrophil function, and enhancing bacterial growth in the lung, while pneumococci increase IAV burden, likely by compromising a key antiviral response. Thus, this model provides a means to elucidate factors, such as age and coinfection, that promote the evolution of S. pneumoniae from asymptomatic colonizer to invasive pathogen, as well as to investigate consequences of this transition on antiviral defense.
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