1
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Moore PJ, Hoffman K, Ahmed S, Fletcher JR, Wiggen TD, Lucas SK, Arif SJ, Gilbertsen AJ, Kent LA, Fiege JK, Langlois RA, O'Grady SM, Hunter RC. Dual oxic-anoxic co-culture enables direct study of anaerobe-host interactions at the airway epithelial interface. mBio 2025; 16:e0133824. [PMID: 40366160 PMCID: PMC12077211 DOI: 10.1128/mbio.01338-24] [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: 05/01/2024] [Accepted: 03/10/2025] [Indexed: 05/15/2025] Open
Abstract
Strict and facultative anaerobic bacteria are widely associated with both acute and chronic airway diseases. However, their potential role(s) in disease pathophysiology remains poorly understood due to inherent limitations of existing laboratory models and conflicting oxygen demands between anaerobes and host cells. To address these limitations, here, we describe a dual oxic-anoxic culture (DOAC) approach that maintains an oxygen-limited microenvironment at the apical epithelial interface while host cells are oxygenated basolaterally. This platform enables epithelial-anaerobe co-culture for ~48 h, and we demonstrate its utility by evaluating reciprocal interactions between the oxygen-sensitive anaerobic bacterium, Fusobacterium nucleatum, and oxygen-demanding airway epithelial cells at the transcriptional level. Using bulk RNAseq, we demonstrate that epithelial colonization results in altered gene expression by F. nucleatum, highlighted by the differential expression of genes associated with virulence, ethanolamine and lysine metabolism, metal uptake, and other transport processes. We also combine DOAC with single-cell RNA sequencing to reveal a cell type-specific transcriptional response of the airway epithelium to F. nucleatum infection, including the increased expression of inflammatory marker genes and cancer-associated pathways. Together, these data illustrate the versatility of DOAC while revealing new insights into anaerobe-host interactions and their mechanistic contributions to airway disease pathophysiology.IMPORTANCEConflicting oxygen demands between anaerobes and host cells present a significant barrier to in vitro modeling of how these cell types interact. To this end, the significance of our dual oxic-anoxic culture (DOAC) approach lies in its ability to maintain anaerobe and epithelial viability during co-culture, paving the way for new insights into the role(s) of anaerobic microbiota in disease. We use DOAC to interrogate reciprocal interactions between the airway epithelium and Fusobacterium nucleatum-an anaerobic commensal with pathogenic potential. Given its link to a range of diseases, from localized infections to various cancers, these data showing how F. nucleatum bacterium re-shapes its metabolism and virulence upon epithelial colonization provide new mechanistic insight into F. nucleatum physiology and how the host responds. We use F. nucleatum as our model, but the DOAC platform motivates additional studies of the gut, lung, and oral cavity, where host-anaerobe interactions and the underlying mechanisms of pathogenesis are poorly understood.
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Affiliation(s)
- Patrick J. Moore
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Kayla Hoffman
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Sara Ahmed
- Department of Microbiology and Immunology, SUNY at Buffalo, Buffalo, New York, USA
| | - Joshua R. Fletcher
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
- Department of Population Health and Pathobiology, North Carolina State University, Raleigh, North Carolina, USA
| | - Talia D. Wiggen
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Sarah K. Lucas
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
- Department of Biology, Syracuse University, Syracuse, New York, USA
| | - Sabrina J. Arif
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Adam J. Gilbertsen
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Leslie A. Kent
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Jessica K. Fiege
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Ryan A. Langlois
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Scott M. O'Grady
- Department of Animal Science, University of Minnesota, Saint Paul, Minnesota, USA
| | - Ryan C. Hunter
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
- Department of Microbiology and Immunology, SUNY at Buffalo, Buffalo, New York, USA
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2
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Williams T, McCaw JM, Osborne JM. Accounting for the geometry of the respiratory tract in viral infections. Epidemics 2025; 51:100829. [PMID: 40328193 DOI: 10.1016/j.epidem.2025.100829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Revised: 04/09/2025] [Accepted: 04/09/2025] [Indexed: 05/08/2025] Open
Abstract
Increasingly, experimentalists and modellers alike have come to recognise the important role of spatial structure in infection dynamics. Almost invariably, spatial computational models of viral infections - as with in vitro experimental systems - represent the tissue as wide and flat, which is often assumed to be representative of the entire affected tissue within the host. However, this assumption fails to take into account the distinctive geometry of the respiratory tract in the context of viral infections. The respiratory tract is characterised by a tubular, branching structure, and moreover is spatially heterogeneous: deeper regions of the lung are composed of far narrower airways and are associated with more severe infection. Here, we extend a typical multicellular model of viral dynamics to account for two essential features of the geometry of the respiratory tract: the tubular structure of airways, and the branching process between airway generations. We show that, with this more realistic tissue geometry, the dynamics of infection are substantially changed compared to standard computational and experimental approaches, and that the resulting model is equipped to tackle important biological phenomena that do not arise in a flat host tissue, including viral lineage dynamics, and heterogeneity in immune responses to infection in different regions of the respiratory tree. Our findings suggest aspects of viral dynamics which current in vitro systems may be insufficient to describe, and points to several features of respiratory infections which can be experimentally assessed.
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Affiliation(s)
- Thomas Williams
- School of Mathematics and Statistics, University of Melbourne, Parkville, Melbourne, 3052, Australia
| | - James M McCaw
- School of Mathematics and Statistics, University of Melbourne, Parkville, Melbourne, 3052, Australia; Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Melbourne, 3052, Australia
| | - James M Osborne
- School of Mathematics and Statistics, University of Melbourne, Parkville, Melbourne, 3052, Australia.
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3
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Rivera-Cardona J, Mahajan T, Kakuturu NR, Teo QW, Lederer J, Thayer EA, Rowland EF, Heimburger K, Sun J, McDonald CA, Mickelson CK, Langlois RA, Wu NC, Milenkovic O, Maslov S, Brooke CB. Intrinsic OASL expression licenses interferon induction during influenza A virus infection. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.14.643375. [PMID: 40166309 PMCID: PMC11956916 DOI: 10.1101/2025.03.14.643375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
Effective control of viral infection requires rapid induction of the innate immune response, especially the type I and type III interferon (IFN) systems. Despite the critical role of IFN induction in host defense, numerous studies have established that most cells fail to produce IFNs in response to viral stimuli. The specific factors that govern cellular heterogeneity in IFN induction potential during infection are not understood. To identify specific host factors that license some cells but not others to mount an IFN response to viral infection, we developed an approach for analyzing temporal scRNA-seq data of influenza A virus (IAV)-infected cells. This approach identified the expression of several interferon stimulated genes (ISGs) within pre-infection cells as correlates of IFN induction potential of those cells, post-infection. Validation experiments confirmed that intrinsic expression of the ISG OASL is essential for robust IFNL induction during IAV infection. Altogether, our findings reveal an important role for IFN-independent, intrinsic expression of ISGs in promoting IFN induction and provide new insights into the mechanisms that regulate cell-to-cell heterogeneity in innate immune activation.
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Affiliation(s)
- Joel Rivera-Cardona
- Department of Microbiology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Tarun Mahajan
- Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Neeharika R. Kakuturu
- Department of Microbiology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Qi Wen Teo
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- Department of Biochemistry, University of Illinois Urbana-Champaign, Urbana, Urbana, Illinois, USA
| | - Joseph Lederer
- Department of Microbiology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Elizabeth A. Thayer
- Department of Microbiology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Elizabeth F. Rowland
- Department of Microbiology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Kyle Heimburger
- Department of Microbiology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Jiayi Sun
- Department of Microbiology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Cera A. McDonald
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Clayton K. Mickelson
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Ryan A. Langlois
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Nicholas C. Wu
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- Department of Biochemistry, University of Illinois Urbana-Champaign, Urbana, Urbana, Illinois, USA
- Center for Biophysics and Quantitative Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- Carle Illinois College of Medicine, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Olgica Milenkovic
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- Center for Artificial Intelligence and Modeling, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Sergei Maslov
- Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- Center for Artificial Intelligence and Modeling, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- Department of Physics, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Christopher B. Brooke
- Department of Microbiology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
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4
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Nakano S, Hamele CE, Tata A, Tata PR, Heaton NS. Influenza B virus infection alters the regenerative potential of murine alveolar type 2 pneumocytes. mBio 2025; 16:e0274324. [PMID: 39745393 PMCID: PMC11796384 DOI: 10.1128/mbio.02743-24] [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: 09/04/2024] [Accepted: 12/05/2024] [Indexed: 02/06/2025] Open
Abstract
Respiratory epithelial cells can survive direct infection by influenza viruses, and the long-term consequences of that infection have been characterized in a subset of proximal airway cell types. The impact on the cells that survive viral infection in the distal lung epithelia, however, is much less well-characterized. Utilizing a Cre-expressing influenza B virus (IBV) and a lox-stop-lox tdTomato reporter mouse model, we identified that alveolar type 2 (AT2) pneumocytes, a progenitor cell type in the distal lung, can survive viral infection. We show that survival of infection is associated with transcriptional dysregulation compared to bystander AT2 pneumocytes from the same lung. Furthermore, ex vivo experiments revealed a significant reduction in proliferation rates in survivor AT2 pneumocytes compared to matched, non-directly infected bystander cells. Our findings not only enhance our understanding of the AT2 pneumocyte response to IBV infection but could also have broader implications for the mechanisms of respiratory epithelial repair post-viral infection. IMPORTANCE Alveolar type 2 (AT2) pneumocytes are a cell type critical for repair of the distal lung after an injury, such as a viral infection. After epithelial damage, AT2 pneumocytes proliferate for both self-renewal and differentiation into type I pneumocytes to repopulate the epithelium. Theoretically, some of the long-term lung sequelae associated with viral infections could be the result of inappropriate AT2 behavior. Here, the authors report that during an influenza B virus infection, some of the actively infected AT2 pneumocytes can ultimately eliminate all traces of the viral RNA and persist in the host long term. As a consequence of having been infected, however, the cells display an altered transcriptional profile and decreased proliferative capacity. These data together suggest a mechanism for how an acute viral infection can have long-term impacts on the pulmonary system.
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Grants
- R01 AI137031 NIAID NIH HHS
- R01 HL160939 NHLBI NIH HHS
- R01 HL153375 NHLBI NIH HHS
- R01HL142985 HHS | NIH | National Heart, Lung, and Blood Institute (NHLBI)
- R01HL153375 HHS | NIH | National Heart, Lung, and Blood Institute (NHLBI)
- R01AI137031 HHS | NIH | National Institute of Allergy and Infectious Diseases (NIAID)
- R01AI168107 HHS | NIH | National Institute of Allergy and Infectious Diseases (NIAID)
- T32 CA009111 NCI NIH HHS
- R01HL146557 HHS | NIH | National Heart, Lung, and Blood Institute (NHLBI)
- PATH Burroughs Wellcome Fund (BWF)
- R01 HL174525 NHLBI NIH HHS
- R01 HL146557 NHLBI NIH HHS
- R01HL174525 HHS | NIH | National Heart, Lung, and Blood Institute (NHLBI)
- R01 HL142985 NHLBI NIH HHS
- R01 AI168107 NIAID NIH HHS
- R01HL160939 HHS | NIH | National Heart, Lung, and Blood Institute (NHLBI)
- T32-CA009111 HHS | NIH | National Cancer Institute (NCI)
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Affiliation(s)
- Satoko Nakano
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Cait E. Hamele
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Aleksandra Tata
- Department of Cell Biology, Duke University School of Medicine, Durham, North Carolina, USA
- Department of Surgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Purushothama Rao Tata
- Department of Cell Biology, Duke University School of Medicine, Durham, North Carolina, USA
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA
- Duke Regeneration Center, Duke University School of Medicine, Durham, North Carolina, USA
| | - Nicholas S. Heaton
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, North Carolina, USA
- Department of Cell Biology, Duke University School of Medicine, Durham, North Carolina, USA
- Duke Regeneration Center, Duke University School of Medicine, Durham, North Carolina, USA
- Duke Human Vaccine Institute, Duke University School of Medicine, Durham, North Carolina, USA
- Duke Center for Virology, Duke University School of Medicine, Durham, North Carolina, USA
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5
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Kaku M, Gaglia MM. Interferon-β induction heterogeneity during KSHV infection is determined by interferon-β enhanceosome transcription factors other than IRF3. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.22.629998. [PMID: 39763726 PMCID: PMC11703208 DOI: 10.1101/2024.12.22.629998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/15/2025]
Abstract
Strict regulation of type I interferons (IFN) is vital for balancing tissue damage and immunity against infections. We previously found that during Kaposi's sarcoma-associated herpesvirus infection, IFN induction was limited to a small percentage of infected B cells. This heterogeneity was not explained by viral gene expression. Here, we used a fluorescent reporter and fluorescence-activated cell sorting to investigate the source of this heterogeneity. Surprisingly, the canonical IFN induction pathway culminating in the activation of the IRF3 transcription factor was similar between cells that made high vs. low/no IFN-β. In contrast, the activation or expression of two other IFN transcription factors, NF-κB and AP-1, correlated with heterogeneous IFN-β induction. Our results suggest that at the level of individual cells, IRF3 is crucial as a pathogen detection signal, but NF-κB and AP-1 are limiting for IFN-β induction.
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Affiliation(s)
- Machika Kaku
- Program in Immunology, Tufts Graduate School of Biomedical Sciences, Boston, MA
- Department of Medical Microbiology and Immunology, Institute for Molecular Virology, and Carbone Cancer Center, University of Wisconsin - Madison, WI
| | - Marta Maria Gaglia
- Department of Medical Microbiology and Immunology, Institute for Molecular Virology, and Carbone Cancer Center, University of Wisconsin - Madison, WI
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6
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Kim MI, Lee C. Identification of virus-rich intermediate cells as crucial players in SARS-CoV-2 infection and differentiation dynamics of human airway epithelium. Front Microbiol 2024; 15:1507852. [PMID: 39735182 PMCID: PMC11681626 DOI: 10.3389/fmicb.2024.1507852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Accepted: 11/19/2024] [Indexed: 12/31/2024] Open
Abstract
Understanding the early interactions between severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and human airway epithelial cells is essential for unraveling viral replication and spread mechanisms. In this study, we investigated the early dynamics of airway epithelial cells during SARS-CoV-2 infection using well-differentiated human nasal and tracheal epithelial cell cultures by incorporating three publicly available single-cell RNA sequencing datasets. We identified a previously uncharacterized cell population, termed virus-rich intermediate (VRI) cells, representing an intermediate differentiation stage between basal and ciliated cells. These VRI cells exhibited high viral loads at all infection time points, strong interferon and inflammatory responses, increased mRNA expression of microvilli-related genes (PAK1, PAK4, VIL1), and suppression of apoptosis markers (BAX, CASP3) alongside increased anti-apoptotic gene expression (BCL2). Cell-cell interaction analysis revealed that VRI cells send signals to basal cells via receptor-ligand pathways such as EPHA and VEGF, likely promoting basal cell differentiation and proliferation through MAPK signaling. These findings suggest that SARS-CoV-2 utilizes VRI cells as a primary site for replication and spread, leveraging these cells' unique differentiation state to evade host cell death and facilitate viral propagation. This study provides insights into the early cellular responses to SARS-CoV-2 infection and highlights potential therapeutic targets to limit viral spread.
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Affiliation(s)
| | - Choongho Lee
- College of Pharmacy, Dongguk University, Seoul, Republic of Korea
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7
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Rivera-Cardona J, Kakuturu N, Rowland EF, Teo QW, Thayer EA, Tan TJC, Sun J, Kieffer C, Wu NC, Brooke CB. Seasonal influenza a virus lineages exhibit divergent abilities to antagonize interferon induction and signaling. PLoS Pathog 2024; 20:e1012727. [PMID: 39666644 PMCID: PMC11637315 DOI: 10.1371/journal.ppat.1012727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Accepted: 11/04/2024] [Indexed: 12/14/2024] Open
Abstract
The circulation of seasonal influenza A viruses (IAVs) in humans relies on effective evasion and subversion of the host immune response. While the evolution of seasonal H1N1 and H3N2 viruses to avoid humoral immunity is well characterized, relatively little is known about the evolution of innate immune antagonism phenotypes in these viruses. Numerous studies have established that only a small subset of infected cells is responsible for initiating the type I and type III interferon (IFN) response during IAV infection, emphasizing the importance of single cell studies to accurately characterize the IFN response during infection. We developed a flow cytometry-based method to examine transcriptional changes in IFN and interferon stimulated gene (ISG) expression at the single cell level. We observed that NS segments derived from seasonal H3N2 viruses are more efficient at antagonizing IFN signaling but less effective at suppressing IFN induction, compared to the pdm2009 H1N1 lineage. We compared a collection of NS segments spanning the natural history of the current seasonal IAV lineages and demonstrate long periods of stability in IFN antagonism potential, punctuated by occasional phenotypic shifts. Altogether, our data reveal significant differences in how seasonal and pandemic H1N1 and H3N2 viruses antagonize the human IFN response at the single cell level.
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Affiliation(s)
- Joel Rivera-Cardona
- Department of Microbiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Neeha Kakuturu
- Department of Microbiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Elizabeth F. Rowland
- Department of Microbiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Qi Wen Teo
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Department of Biochemistry, University of Illinois at Urbana-Champaign, Urbana, Urbana, Illinois, United States of America
| | - Elizabeth A. Thayer
- Department of Microbiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Timothy J. C. Tan
- Center for Biophysics and Quantitative Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Jiayi Sun
- Department of Microbiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Collin Kieffer
- Department of Microbiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Nicholas C. Wu
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Department of Biochemistry, University of Illinois at Urbana-Champaign, Urbana, Urbana, Illinois, United States of America
- Center for Biophysics and Quantitative Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Christopher B. Brooke
- Department of Microbiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
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8
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Redman E, Fierville M, Cavard A, Plaisant M, Arguel MJ, Ruiz Garcia S, McAndrew EM, Girard-Riboulleau C, Lebrigand K, Magnone V, Ponzio G, Gras D, Chanez P, Abelanet S, Barbry P, Marcet B, Zaragosi LE. Cell Culture Differentiation and Proliferation Conditions Influence the In Vitro Regeneration of the Human Airway Epithelium. Am J Respir Cell Mol Biol 2024; 71:267-281. [PMID: 38843491 PMCID: PMC11376247 DOI: 10.1165/rcmb.2023-0356ma] [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: 10/09/2023] [Accepted: 06/06/2024] [Indexed: 07/06/2024] Open
Abstract
The human airway mucociliary epithelium can be recapitulated in vitro using primary cells cultured in an air-liquid interface (ALI), a reliable surrogate to perform pathophysiological studies. As tremendous variations exist among media used for ALI-cultured human airway epithelial cells, the aim of our study was to evaluate the impact of several media (BEGM, PneumaCult, Half & Half, and Clancy) on cell type distribution using single-cell RNA sequencing and imaging. Our work revealed the impact of these media on cell composition, gene expression profile, cell signaling, and epithelial morphology. We found higher proportions of multiciliated cells in PneumaCult-ALI and Half & Half, stronger EGF signaling from basal cells in BEGM-ALI, differential expression of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) entry factor ACE2, and distinct secretome transcripts depending on the media used. We also established that proliferation in PneumaCult-Ex Plus favored secretory cell fate, showing the key influence of proliferation media on late differentiation epithelial characteristics. Altogether, our data offer a comprehensive repertoire for evaluating the effects of culture conditions on airway epithelial differentiation and will aid in choosing the most relevant medium according to the processes to be investigated, such as cilia, mucus biology, or viral infection. We detail useful parameters that should be explored to document airway epithelial cell fate and morphology.
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Affiliation(s)
- Elisa Redman
- Institut de Pharmacologie Moléculaire et Cellulaire, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), and Université Côte d'Azur
- IHU RespirERA, and
| | - Morgane Fierville
- Institut de Pharmacologie Moléculaire et Cellulaire, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), and Université Côte d'Azur
- IHU RespirERA, and
- Interdisciplinary Institute for Artificial Intelligence (3IA Côte d'Azur), Université Côte d'Azur, Sophia Antipolis, France; and
| | - Amélie Cavard
- Institut de Pharmacologie Moléculaire et Cellulaire, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), and Université Côte d'Azur
| | - Magali Plaisant
- Institut de Pharmacologie Moléculaire et Cellulaire, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), and Université Côte d'Azur
| | - Marie-Jeanne Arguel
- Institut de Pharmacologie Moléculaire et Cellulaire, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), and Université Côte d'Azur
- IHU RespirERA, and
| | - Sandra Ruiz Garcia
- Institut de Pharmacologie Moléculaire et Cellulaire, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), and Université Côte d'Azur
| | - Eamon M McAndrew
- Institut de Pharmacologie Moléculaire et Cellulaire, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), and Université Côte d'Azur
- IHU RespirERA, and
| | - Cédric Girard-Riboulleau
- Institut de Pharmacologie Moléculaire et Cellulaire, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), and Université Côte d'Azur
| | - Kevin Lebrigand
- Institut de Pharmacologie Moléculaire et Cellulaire, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), and Université Côte d'Azur
- IHU RespirERA, and
| | - Virginie Magnone
- Institut de Pharmacologie Moléculaire et Cellulaire, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), and Université Côte d'Azur
- IHU RespirERA, and
| | - Gilles Ponzio
- Institut de Pharmacologie Moléculaire et Cellulaire, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), and Université Côte d'Azur
- IHU RespirERA, and
| | - Delphine Gras
- Centre de Recherche en Cardiovasculaire et Nutrition, Institut National de la Santé et de la Recherche Médicale (INSERM), and Institut National de Recherche pour L'agriculture, L'alimentation et L'environnement (INRAE), Université Aix-Marseille, Marseille, France
| | - Pascal Chanez
- Centre de Recherche en Cardiovasculaire et Nutrition, Institut National de la Santé et de la Recherche Médicale (INSERM), and Institut National de Recherche pour L'agriculture, L'alimentation et L'environnement (INRAE), Université Aix-Marseille, Marseille, France
| | - Sophie Abelanet
- Institut de Pharmacologie Moléculaire et Cellulaire, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), and Université Côte d'Azur
| | - Pascal Barbry
- Institut de Pharmacologie Moléculaire et Cellulaire, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), and Université Côte d'Azur
- IHU RespirERA, and
- Interdisciplinary Institute for Artificial Intelligence (3IA Côte d'Azur), Université Côte d'Azur, Sophia Antipolis, France; and
| | - Brice Marcet
- Institut de Pharmacologie Moléculaire et Cellulaire, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), and Université Côte d'Azur
- IHU RespirERA, and
| | - Laure-Emmanuelle Zaragosi
- Institut de Pharmacologie Moléculaire et Cellulaire, Centre National de la Recherche Scientifique (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), and Université Côte d'Azur
- IHU RespirERA, and
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9
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Roach SN, Shepherd FK, Mickelson CK, Fiege JK, Thielen BK, Pross LM, Sanders AE, Mitchell JS, Robertson M, Fife BT, Langlois RA. Tropism for ciliated cells is the dominant driver of influenza viral burst size in the human airway. Proc Natl Acad Sci U S A 2024; 121:e2320303121. [PMID: 39008691 PMCID: PMC11295045 DOI: 10.1073/pnas.2320303121] [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: 11/20/2023] [Accepted: 05/26/2024] [Indexed: 07/17/2024] Open
Abstract
Influenza viruses pose a significant burden on global human health. Influenza has a broad cellular tropism in the airway, but how infection of different epithelial cell types impacts replication kinetics and burden in the airways is not fully understood. Using primary human airway cultures, which recapitulate the diverse epithelial cell landscape of the human airways, we investigated the impact of cell type composition on virus tropism and replication kinetics. Cultures were highly diverse across multiple donors and 30 independent differentiation conditions and supported a range of influenza replication. Although many cell types were susceptible to influenza, ciliated and secretory cells were predominantly infected. Despite the strong tropism preference for secretory and ciliated cells, which consistently make up 75% or more of infected cells, only ciliated cells were associated with increased virus production. Surprisingly, infected secretory cells were associated with overall reduced virus output. The disparate response and contribution to influenza virus production could be due to different pro- and antiviral interferon-stimulated gene signatures between ciliated and secretory populations, which were interrogated with single-cell RNA sequencing. These data highlight the heterogeneous outcomes of influenza virus infections in the complex cellular environment of the human airway and the disparate impacts of infected cell identity on multiround burst size, even among preferentially infected cell types.
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Affiliation(s)
- Shanley N. Roach
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN55455
| | - Frances K. Shepherd
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN55455
| | - Clayton K. Mickelson
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN55455
| | - Jessica K. Fiege
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN55455
| | - Beth K. Thielen
- Division of Pediatric Infectious Diseases and Immunology, Department of Pediatrics, University of Minnesota, Minneapolis, MN55455
| | - Lauren M. Pross
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN55455
| | - Autumn E. Sanders
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN55455
| | - Jason S. Mitchell
- Center for Immunology, University of Minnesota, Minneapolis, MN55455
| | - Mason Robertson
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN55455
| | - Brian T. Fife
- Center for Immunology, University of Minnesota, Minneapolis, MN55455
- Department of Medicine, University of Minnesota, Minneapolis, MN55455
| | - Ryan A. Langlois
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN55455
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10
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Leibel SL, McVicar RN, Murad R, Kwong EM, Clark AE, Alvarado A, Grimmig BA, Nuryyev R, Young RE, Lee JC, Peng W, Zhu YP, Griffis E, Nowell CJ, James B, Alarcon S, Malhotra A, Gearing LJ, Hertzog PJ, Galapate CM, Galenkamp KMO, Commisso C, Smith DM, Sun X, Carlin AF, Sidman RL, Croker BA, Snyder EY. A therapy for suppressing canonical and noncanonical SARS-CoV-2 viral entry and an intrinsic intrapulmonary inflammatory response. Proc Natl Acad Sci U S A 2024; 121:e2408109121. [PMID: 39028694 PMCID: PMC11287264 DOI: 10.1073/pnas.2408109121] [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: 05/13/2024] [Accepted: 05/20/2024] [Indexed: 07/21/2024] Open
Abstract
The prevalence of "long COVID" is just one of the conundrums highlighting how little we know about the lung's response to viral infection, particularly to syndromecoronavirus-2 (SARS-CoV-2), for which the lung is the point of entry. We used an in vitro human lung system to enable a prospective, unbiased, sequential single-cell level analysis of pulmonary cell responses to infection by multiple SARS-CoV-2 strains. Starting with human induced pluripotent stem cells and emulating lung organogenesis, we generated and infected three-dimensional, multi-cell-type-containing lung organoids (LOs) and gained several unexpected insights. First, SARS-CoV-2 tropism is much broader than previously believed: Many lung cell types are infectable, if not through a canonical receptor-mediated route (e.g., via Angiotensin-converting encyme 2(ACE2)) then via a noncanonical "backdoor" route (via macropinocytosis, a form of endocytosis). Food and Drug Administration (FDA)-approved endocytosis blockers can abrogate such entry, suggesting adjunctive therapies. Regardless of the route of entry, the virus triggers a lung-autonomous, pulmonary epithelial cell-intrinsic, innate immune response involving interferons and cytokine/chemokine production in the absence of hematopoietic derivatives. The virus can spread rapidly throughout human LOs resulting in mitochondrial apoptosis mediated by the prosurvival protein Bcl-xL. This host cytopathic response to the virus may help explain persistent inflammatory signatures in a dysfunctional pulmonary environment of long COVID. The host response to the virus is, in significant part, dependent on pulmonary Surfactant Protein-B, which plays an unanticipated role in signal transduction, viral resistance, dampening of systemic inflammatory cytokine production, and minimizing apoptosis. Exogenous surfactant, in fact, can be broadly therapeutic.
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Affiliation(s)
- Sandra L. Leibel
- Department of Pediatrics, University of California San Diego, La Jolla, CA92093
- Sanford Consortium for Regenerative Medicine, La Jolla, CA92037
| | - Rachael N. McVicar
- Sanford Consortium for Regenerative Medicine, La Jolla, CA92037
- Sanford Burnham Prebys Medical Discovery Institute, Center for Stem Cells & Regenerative Medicine, La Jolla, CA92037
| | - Rabi Murad
- Sanford Burnham Prebys Medical Discovery Institute, Center for Stem Cells & Regenerative Medicine, La Jolla, CA92037
| | - Elizabeth M. Kwong
- Department of Pediatrics, University of California San Diego, La Jolla, CA92093
- Sanford Consortium for Regenerative Medicine, La Jolla, CA92037
- Sanford Burnham Prebys Medical Discovery Institute, Center for Stem Cells & Regenerative Medicine, La Jolla, CA92037
| | - Alex E. Clark
- Department of Medicine, University of California San Diego, La Jolla, CA92093
| | - Asuka Alvarado
- Sanford Consortium for Regenerative Medicine, La Jolla, CA92037
- Sanford Burnham Prebys Medical Discovery Institute, Center for Stem Cells & Regenerative Medicine, La Jolla, CA92037
| | - Bethany A. Grimmig
- Sanford Consortium for Regenerative Medicine, La Jolla, CA92037
- Sanford Burnham Prebys Medical Discovery Institute, Center for Stem Cells & Regenerative Medicine, La Jolla, CA92037
| | - Ruslan Nuryyev
- Sanford Consortium for Regenerative Medicine, La Jolla, CA92037
- Sanford Burnham Prebys Medical Discovery Institute, Center for Stem Cells & Regenerative Medicine, La Jolla, CA92037
| | - Randee E. Young
- Department of Pediatrics, University of California San Diego, La Jolla, CA92093
| | - Jamie C. Lee
- Department of Pediatrics, University of California San Diego, La Jolla, CA92093
| | - Weiqi Peng
- Department of Pediatrics, University of California San Diego, La Jolla, CA92093
| | - Yanfang P. Zhu
- Department of Pediatrics, University of California San Diego, La Jolla, CA92093
| | - Eric Griffis
- Nikon Imaging Center, University of California San Diego, La Jolla, CA92093
| | - Cameron J. Nowell
- Monash Institute of Pharmaceutical Sciences, Parkville, VIC3052, Australia
| | - Brian James
- Sanford Burnham Prebys Medical Discovery Institute, Center for Stem Cells & Regenerative Medicine, La Jolla, CA92037
| | - Suzie Alarcon
- La Jolla Institute for Immunology, La Jolla, CA92037
| | - Atul Malhotra
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of California San Diego, La Jolla, CA92093
| | - Linden J. Gearing
- Centre for Innate Immunity and Infectious Diseases, Hudson Institute of Medical Research, Clayton, VIC3168, Australia
- Department of Molecular and Translational Sciences, Monash University Clayton, Clayton, VIC3168, Australia
| | - Paul J. Hertzog
- Centre for Innate Immunity and Infectious Diseases, Hudson Institute of Medical Research, Clayton, VIC3168, Australia
- Department of Molecular and Translational Sciences, Monash University Clayton, Clayton, VIC3168, Australia
| | - Cheska M. Galapate
- Sanford Burnham Prebys Medical Discovery Institute Cell & Molecular Biology of Cancer, La Jolla, CA92037
| | - Koen M. O. Galenkamp
- Sanford Burnham Prebys Medical Discovery Institute, Center for Stem Cells & Regenerative Medicine, La Jolla, CA92037
| | - Cosimo Commisso
- Sanford Burnham Prebys Medical Discovery Institute Cell & Molecular Biology of Cancer, La Jolla, CA92037
| | - Davey M. Smith
- Department of Medicine, University of California San Diego, La Jolla, CA92093
| | - Xin Sun
- Department of Pediatrics, University of California San Diego, La Jolla, CA92093
| | - Aaron F. Carlin
- Department of Medicine, University of California San Diego, La Jolla, CA92093
| | - Richard L. Sidman
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA02115
| | - Ben A. Croker
- Department of Pediatrics, University of California San Diego, La Jolla, CA92093
| | - Evan Y. Snyder
- Sanford Consortium for Regenerative Medicine, La Jolla, CA92037
- Sanford Burnham Prebys Medical Discovery Institute, Center for Stem Cells & Regenerative Medicine, La Jolla, CA92037
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11
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Turner DL, Amoozadeh S, Baric H, Stanley E, Werder RB. Building a human lung from pluripotent stem cells to model respiratory viral infections. Respir Res 2024; 25:277. [PMID: 39010108 PMCID: PMC11251358 DOI: 10.1186/s12931-024-02912-0] [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: 04/25/2024] [Accepted: 07/08/2024] [Indexed: 07/17/2024] Open
Abstract
To protect against the constant threat of inhaled pathogens, the lung is equipped with cellular defenders. In coordination with resident and recruited immune cells, this defence is initiated by the airway and alveolar epithelium following their infection with respiratory viruses. Further support for viral clearance and infection resolution is provided by adjacent endothelial and stromal cells. However, even with these defence mechanisms, respiratory viral infections are a significant global health concern, causing substantial morbidity, socioeconomic losses, and mortality, underlining the need to develop effective vaccines and antiviral medications. In turn, the identification of new treatment options for respiratory infections is critically dependent on the availability of tractable in vitro experimental models that faithfully recapitulate key aspects of lung physiology. For such models to be informative, it is important these models incorporate human-derived, physiologically relevant versions of all cell types that normally form part of the lungs anti-viral response. This review proposes a guideline using human induced pluripotent stem cells (iPSCs) to create all the disease-relevant cell types. iPSCs can be differentiated into lung epithelium, innate immune cells, endothelial cells, and fibroblasts at a large scale, recapitulating in vivo functions and providing genetic tractability. We advocate for building comprehensive iPSC-derived in vitro models of both proximal and distal lung regions to better understand and model respiratory infections, including interactions with chronic lung diseases.
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Affiliation(s)
- Declan L Turner
- Murdoch Children's Research Institute, Melbourne, 3056, Australia
- Department of Paediatrics, University of Melbourne, Melbourne, 3056, Australia
- Novo Nordisk Foundation Centre for Stem Cell Medicine, reNEW Melbourne, Melbourne, 3056, Australia
| | - Sahel Amoozadeh
- Murdoch Children's Research Institute, Melbourne, 3056, Australia
- Department of Paediatrics, University of Melbourne, Melbourne, 3056, Australia
- Novo Nordisk Foundation Centre for Stem Cell Medicine, reNEW Melbourne, Melbourne, 3056, Australia
| | - Hannah Baric
- Murdoch Children's Research Institute, Melbourne, 3056, Australia
- Department of Paediatrics, University of Melbourne, Melbourne, 3056, Australia
- Novo Nordisk Foundation Centre for Stem Cell Medicine, reNEW Melbourne, Melbourne, 3056, Australia
| | - Ed Stanley
- Murdoch Children's Research Institute, Melbourne, 3056, Australia
- Department of Paediatrics, University of Melbourne, Melbourne, 3056, Australia
- Novo Nordisk Foundation Centre for Stem Cell Medicine, reNEW Melbourne, Melbourne, 3056, Australia
| | - Rhiannon B Werder
- Murdoch Children's Research Institute, Melbourne, 3056, Australia.
- Department of Paediatrics, University of Melbourne, Melbourne, 3056, Australia.
- Novo Nordisk Foundation Centre for Stem Cell Medicine, reNEW Melbourne, Melbourne, 3056, Australia.
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12
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Lee JH, LeCher JC, Parigoris E, Shinagawa N, Sentosa J, Manfredi C, Goh SL, De R, Tao S, Zandi K, Amblard F, Sorscher EJ, Spence JR, Tirouvanziam R, Schinazi RF, Takayama S. Development of robust antiviral assays using relevant apical-out human airway organoids. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.02.573939. [PMID: 38260306 PMCID: PMC10802305 DOI: 10.1101/2024.01.02.573939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
While breakthroughs with organoids have emerged as next-generation in vitro tools, standardization for drug discovery remains a challenge. This work introduces human airway organoids with reversed biopolarity (AORBs), cultured and analyzed in a high-throughput, single-organoid-per-well format, enabling milestones towards standardization. AORBs exhibit a spatio-temporally stable apical-out morphology, facilitating high-yield direct intact-organoid virus infection. Single-cell RNA sequencing and immunohistochemistry confirm the physiologically relevant recapitulation of differentiated human airway epithelia. The cellular tropism of five severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) strains along with host response differences between Delta, Washington, and Omicron variants, as observed in transcriptomic profiles, also suggest clinical relevance. Dose-response analysis of three well-studied SARS-CoV-2 antiviral compounds (remdesivir, bemnifosbuvir, and nirmatrelvir) demonstrates that AORBs efficiently predict human efficacy, comparable to gold-standard air-liquid interface cultures, but with higher throughput (~10-fold) and fewer cells (~100-fold). This combination of throughput and relevance allows AORBs to robustly detect false negative results in efficacy, preventing irretrievable loss of promising lead compounds. While this work leverages the SARS-CoV-2 study as a proof-of-concept application, the standardization capacity of AORB holds broader implications in line with regulatory efforts to push alternatives to animal studies.
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Affiliation(s)
- Ji-Hoon Lee
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA 30332, USA
- The Parker H. Petit Institute of Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Julia C. LeCher
- Center for ViroScience and Cure, Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, GA 30322, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Eric Parigoris
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA 30332, USA
- The Parker H. Petit Institute of Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Noriyuki Shinagawa
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA 30332, USA
| | - Jason Sentosa
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA 30332, USA
| | - Candela Manfredi
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA
- Children’s Healthcare of Atlanta, Atlanta, GA 30322, USA
| | - Shu Ling Goh
- Center for ViroScience and Cure, Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, GA 30322, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Ramyani De
- Center for ViroScience and Cure, Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, GA 30322, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Sijia Tao
- Center for ViroScience and Cure, Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, GA 30322, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Keivan Zandi
- Center for ViroScience and Cure, Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, GA 30322, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Franck Amblard
- Center for ViroScience and Cure, Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, GA 30322, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Eric J. Sorscher
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA
- Children’s Healthcare of Atlanta, Atlanta, GA 30322, USA
| | - Jason R. Spence
- Division of Gastroenterology, Department of Internal Medicine, Department of Cell and Developmental Biology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
- Department of Biomedical Engineering, University of Michigan College of Engineering, Ann Arbor, MI 48109, USA
| | - Rabindra Tirouvanziam
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA 30332, USA
- Children’s Healthcare of Atlanta, Atlanta, GA 30322, USA
- Center for Cystic Fibrosis & Airways Disease Research, Children’s Healthcare of Atlanta, Atlanta, GA 30322, USA
| | - Raymond F. Schinazi
- Center for ViroScience and Cure, Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, GA 30322, USA
| | - Shuichi Takayama
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA 30332, USA
- The Parker H. Petit Institute of Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, GA 30332, USA
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13
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Xu X, Nielsen BF, Sneppen K. Self-inhibiting percolation and viral spreading in epithelial tissue. eLife 2024; 13:RP94056. [PMID: 38941138 PMCID: PMC11213566 DOI: 10.7554/elife.94056] [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] [Indexed: 06/29/2024] Open
Abstract
SARS-CoV-2 induces delayed type-I/III interferon production, allowing it to escape the early innate immune response. The delay has been attributed to a deficiency in the ability of cells to sense viral replication upon infection, which in turn hampers activation of the antiviral state in bystander cells. Here, we introduce a cellular automaton model to investigate the spatiotemporal spreading of viral infection as a function of virus and host-dependent parameters. The model suggests that the considerable person-to-person heterogeneity in SARS-CoV-2 infections is a consequence of high sensitivity to slight variations in biological parameters near a critical threshold. It further suggests that within-host viral proliferation can be curtailed by the presence of remarkably few cells that are primed for IFN production. Thus, the observed heterogeneity in defense readiness of cells reflects a remarkably cost-efficient strategy for protection.
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Affiliation(s)
- Xiaochan Xu
- Niels Bohr Institute, University of CopenhagenCopenhagenDenmark
- Novo Nordisk Foundation Center for Stem Cell Medicine, reNEW, University of CopenhagenCopenhagenDenmark
| | - Bjarke Frost Nielsen
- PandemiX Center, Department of Science and Environment, Roskilde UniversityRoskildeDenmark
- High Meadows Environmental Institute, Princeton UniversityPrincetonUnited States
| | - Kim Sneppen
- Niels Bohr Institute, University of CopenhagenCopenhagenDenmark
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14
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Teng F, Gang O, Freimuth P. Overexpression of human ACE2 protein in mouse fibroblasts stably transfected with the intact ACE2 gene. Virology 2024; 592:109988. [PMID: 38244322 DOI: 10.1016/j.virol.2024.109988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 12/04/2023] [Accepted: 01/05/2024] [Indexed: 01/22/2024]
Abstract
Infection by SARS-CoV-2 is dependent on binding of the viral spike protein to angiotensin converting enzyme 2 (ACE2), a membrane glycoprotein expressed on epithelial cells in the human upper respiratory tract. Recombinant ACE2 protein has potential application for anti-viral therapy. Here we co-transfected mouse fibroblasts (A9 cells) with a cloned fragment of human genomic DNA containing the intact ACE2 gene and an unlinked neomycin phosphotransferase gene, and then selected stable neomycin-resistant transfectants. Transfectant clones expressed ACE2 protein at levels that were generally proportional to the number of ACE2 gene copies integrated in the cell genome, ranging up to approximately 50 times the level of ACE2 present of Vero-E6 cells. Cells overexpressing ACE2 were hypersensitive to infection by spike-pseudotyped vesicular stomatitis virus (VSV-S), and adsorption of VSV-S to these cells occurred at an accelerated rate compared to Vero-E6 cells. The transfectant cell clones described here therefore have favorable attributes as feedstocks for large-scale production of recombinant human ACE2 protein.
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Affiliation(s)
- Feiyue Teng
- Center for Functional Nanomaterials, Brookhaven National Laboratory, Upton, NY, 11973, USA
| | - Oleg Gang
- Center for Functional Nanomaterials, Brookhaven National Laboratory, Upton, NY, 11973, USA; Department of Chemical Engineering and Department of Applied Physics and Applied Mathematics, Columbia University, New York, NY, 10027, USA
| | - Paul Freimuth
- Biology Department, Brookhaven National Laboratory, Upton, NY, 11973, USA.
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15
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González-Paz L, Lossada C, Hurtado-León ML, Vera-Villalobos J, Paz JL, Marrero-Ponce Y, Martinez-Rios F, Alvarado Y. Biophysical Analysis of Potential Inhibitors of SARS-CoV-2 Cell Recognition and Their Effect on Viral Dynamics in Different Cell Types: A Computational Prediction from In Vitro Experimental Data. ACS OMEGA 2024; 9:8923-8939. [PMID: 38434903 PMCID: PMC10905729 DOI: 10.1021/acsomega.3c06968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 01/20/2024] [Accepted: 02/05/2024] [Indexed: 03/05/2024]
Abstract
Recent reports have suggested that the susceptibility of cells to SARS-CoV-2 infection can be influenced by various proteins that potentially act as receptors for the virus. To investigate this further, we conducted simulations of viral dynamics using different cellular systems (Vero E6, HeLa, HEK293, and CaLu3) in the presence and absence of drugs (anthelmintic, ARBs, anticoagulant, serine protease inhibitor, antimalarials, and NSAID) that have been shown to impact cellular recognition by the spike protein based on experimental data. Our simulations revealed that the susceptibility of the simulated cell systems to SARS-CoV-2 infection was similar across all tested systems. Notably, CaLu3 cells exhibited the highest susceptibility to SARS-CoV-2 infection, potentially due to the presence of receptors other than ACE2, which may account for a significant portion of the observed susceptibility. Throughout the study, all tested compounds showed thermodynamically favorable and stable binding to the spike protein. Among the tested compounds, the anticoagulant nafamostat demonstrated the most favorable characteristics in terms of thermodynamics, kinetics, theoretical antiviral activity, and potential safety (toxicity) in relation to SARS-CoV-2 spike protein-mediated infections in the tested cell lines. This study provides mathematical and bioinformatic models that can aid in the identification of optimal cell lines for compound evaluation and detection, particularly in studies focused on repurposed drugs and their mechanisms of action. It is important to note that these observations should be experimentally validated, and this research is expected to inspire future quantitative experiments.
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Affiliation(s)
- Lenin González-Paz
- Centro
de Biomedicina Molecular (CBM). Laboratorio de Biocomputación
(LB),Instituto Venezolano de Investigaciones
Científicas (IVIC),Maracaibo, Zulia 4001, República Bolivariana de Venezuela
| | - Carla Lossada
- Centro
de Biomedicina Molecular (CBM). Laboratorio de Biocomputación
(LB),Instituto Venezolano de Investigaciones
Científicas (IVIC),Maracaibo, Zulia 4001, República Bolivariana de Venezuela
| | - María Laura Hurtado-León
- Facultad
Experimental de Ciencias (FEC). Departamento de Biología. Laboratorio
de Genética y Biología Molecular (LGBM),Universidad del Zulia (LUZ),Maracaibo 4001, República Bolivariana de Venezuela
| | - Joan Vera-Villalobos
- Facultad
de Ciencias Naturales y Matemáticas, Departamento de Química
y Ciencias Ambientales, Laboratorio de Análisis Químico
Instrumental (LAQUINS), Escuela Superior
Politécnica del Litoral, Guayaquil EC090112, Ecuador
| | - José L. Paz
- Departamento
Académico de Química Inorgánica, Facultad de
Química e Ingeniería Química, Universidad Nacional Mayor de San Marcos. Cercado de Lima, Lima 15081, Perú
| | - Yovani Marrero-Ponce
- Grupo
de Medicina Molecular y Traslacional (MeM&T), Colegio de Ciencias
de la Salud (COCSA), Escuela de Medicina, Edificio de Especialidades
Médicas; e Instituto de Simulación Computacional (ISC-USFQ),
Diego de Robles y vía Interoceánica, Universidad San Francisco de Quito (USFQ), Quito, Pichincha 170157, Ecuador
| | - Felix Martinez-Rios
- Universidad
Panamericana. Facultad de Ingeniería. Augusto Rodin 498, Ciudad de México 03920, México
| | - Ysaías.
J. Alvarado
- Centro
de Biomedicina Molecular (CBM). Laboratorio de Química Biofísica
Teórica y Experimental (LQBTE),Instituto
Venezolano de Investigaciones Científicas (IVIC),Maracaibo, Zulia 4001, República Bolivariana
de Venezuela
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16
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Khalil AM, Nogales A, Martínez-Sobrido L, Mostafa A. Antiviral responses versus virus-induced cellular shutoff: a game of thrones between influenza A virus NS1 and SARS-CoV-2 Nsp1. Front Cell Infect Microbiol 2024; 14:1357866. [PMID: 38375361 PMCID: PMC10875036 DOI: 10.3389/fcimb.2024.1357866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 01/16/2024] [Indexed: 02/21/2024] Open
Abstract
Following virus recognition of host cell receptors and viral particle/genome internalization, viruses replicate in the host via hijacking essential host cell machinery components to evade the provoked antiviral innate immunity against the invading pathogen. Respiratory viral infections are usually acute with the ability to activate pattern recognition receptors (PRRs) in/on host cells, resulting in the production and release of interferons (IFNs), proinflammatory cytokines, chemokines, and IFN-stimulated genes (ISGs) to reduce virus fitness and mitigate infection. Nevertheless, the game between viruses and the host is a complicated and dynamic process, in which they restrict each other via specific factors to maintain their own advantages and win this game. The primary role of the non-structural protein 1 (NS1 and Nsp1) of influenza A viruses (IAV) and the pandemic severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), respectively, is to control antiviral host-induced innate immune responses. This review provides a comprehensive overview of the genesis, spatial structure, viral and cellular interactors, and the mechanisms underlying the unique biological functions of IAV NS1 and SARS-CoV-2 Nsp1 in infected host cells. We also highlight the role of both non-structural proteins in modulating viral replication and pathogenicity. Eventually, and because of their important role during viral infection, we also describe their promising potential as targets for antiviral therapy and the development of live attenuated vaccines (LAV). Conclusively, both IAV NS1 and SARS-CoV-2 Nsp1 play an important role in virus-host interactions, viral replication, and pathogenesis, and pave the way to develop novel prophylactic and/or therapeutic interventions for the treatment of these important human respiratory viral pathogens.
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Affiliation(s)
- Ahmed Magdy Khalil
- Disease Intervention & Prevention and Host Pathogen Interactions Programs, Texas Biomedical Research Institute, San Antonio, TX, United States
- Department of Zoonotic Diseases, Faculty of Veterinary Medicine, Zagazig University, Zagazig, Egypt
| | - Aitor Nogales
- Center for Animal Health Research, CISA-INIA-CSIC, Madrid, Spain
| | - Luis Martínez-Sobrido
- Disease Intervention & Prevention and Host Pathogen Interactions Programs, Texas Biomedical Research Institute, San Antonio, TX, United States
| | - Ahmed Mostafa
- Disease Intervention & Prevention and Host Pathogen Interactions Programs, Texas Biomedical Research Institute, San Antonio, TX, United States
- Center of Scientific Excellence for Influenza Viruses, National Research Centre, Giza, Egypt
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17
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Swaminath S, Russell AB. The use of single-cell RNA-seq to study heterogeneity at varying levels of virus-host interactions. PLoS Pathog 2024; 20:e1011898. [PMID: 38236826 PMCID: PMC10796064 DOI: 10.1371/journal.ppat.1011898] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2024] Open
Abstract
The outcome of viral infection depends on the diversity of the infecting viral population and the heterogeneity of the cell population that is infected. Until almost a decade ago, the study of these dynamic processes during viral infection was challenging and limited to certain targeted measurements. Presently, with the use of single-cell sequencing technology, the complex interface defined by the interactions of cells with infecting virus can now be studied across the breadth of the transcriptome in thousands of individual cells simultaneously. In this review, we will describe the use of single-cell RNA sequencing (scRNA-seq) to study the heterogeneity of viral infections, ranging from individual virions to the immune response between infected individuals. In addition, we highlight certain key experimental limitations and methodological decisions that are critical to analyzing scRNA-seq data at each scale.
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Affiliation(s)
- Sharmada Swaminath
- School of Biological Sciences, University of California, San Diego, La Jolla, California, United States of America
| | - Alistair B. Russell
- School of Biological Sciences, University of California, San Diego, La Jolla, California, United States of America
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18
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Bhargava A, Szachnowski U, Chazal M, Foretek D, Caval V, Aicher SM, Pipoli da Fonseca J, Jeannin P, Beauclair G, Monot M, Morillon A, Jouvenet N. Transcriptomic analysis of sorted lung cells revealed a proviral activity of the NF-κB pathway toward SARS-CoV-2. iScience 2023; 26:108449. [PMID: 38213785 PMCID: PMC10783605 DOI: 10.1016/j.isci.2023.108449] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 09/30/2023] [Accepted: 11/10/2023] [Indexed: 01/13/2024] Open
Abstract
Investigations of cellular responses to viral infection are commonly performed on mixed populations of infected and uninfected cells or using single-cell RNA sequencing, leading to inaccurate and low-resolution gene expression interpretations. Here, we performed deep polyA+ transcriptome analyses and novel RNA profiling of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infected lung epithelial cells, sorted based on the expression of the viral spike (S) protein. Infection caused a massive reduction in mRNAs and long non-coding RNAs (lncRNAs), including transcripts coding for antiviral factors, such as interferons (IFNs). This absence of IFN signaling probably explained the poor transcriptomic response of bystander cells co-cultured with S+ ones. NF-κB pathway and the inflammatory response escaped the global shutoff in S+ cells. Functional investigations revealed the proviral function of the NF-κB pathway and the antiviral activity of CYLD, a negative regulator of the pathway. Thus, our transcriptomic analysis on sorted cells revealed additional genes that modulate SARS-CoV-2 replication in lung cells.
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Affiliation(s)
- Anvita Bhargava
- Institut Pasteur, Université de Paris, CNRS UMR 3569, Virus sensing and signaling Unit, 75015 Paris, France
| | - Ugo Szachnowski
- CNRS UMR3244, Sorbonne University, PSL University, Institut Curie, Centre de Recherche, 75005 Paris, France
| | - Maxime Chazal
- Institut Pasteur, Université de Paris, CNRS UMR 3569, Virus sensing and signaling Unit, 75015 Paris, France
| | - Dominika Foretek
- Institut Pasteur, Université de Paris, CNRS UMR 3569, Virus sensing and signaling Unit, 75015 Paris, France
- CNRS UMR3244, Sorbonne University, PSL University, Institut Curie, Centre de Recherche, 75005 Paris, France
| | - Vincent Caval
- Institut Pasteur, Université de Paris, CNRS UMR 3569, Virus sensing and signaling Unit, 75015 Paris, France
| | - Sophie-Marie Aicher
- Institut Pasteur, Université de Paris, CNRS UMR 3569, Virus sensing and signaling Unit, 75015 Paris, France
| | | | - Patricia Jeannin
- Institut Pasteur, Université de Paris, CNRS UMR 3569, Unité Épidémiologie et Physiopathologie des Virus Oncogènes, 75015 Paris, France
| | - Guillaume Beauclair
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91190 Gif-sur-Yvette, France
| | - Marc Monot
- Institut Pasteur, Université de Paris, Biomics Platform, C2RT, 75015 Paris, France
| | - Antonin Morillon
- CNRS UMR3244, Sorbonne University, PSL University, Institut Curie, Centre de Recherche, 75005 Paris, France
| | - Nolwenn Jouvenet
- Institut Pasteur, Université de Paris, CNRS UMR 3569, Virus sensing and signaling Unit, 75015 Paris, France
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19
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Gartner MJ, Lee LYY, Mordant FL, Suryadinata R, Chen J, Robinson P, Polo JM, Subbarao K. Ancestral, Delta, and Omicron (BA.1) SARS-CoV-2 strains are dependent on serine proteases for entry throughout the human respiratory tract. MED 2023; 4:944-955.e7. [PMID: 37769654 DOI: 10.1016/j.medj.2023.08.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 07/30/2023] [Accepted: 08/30/2023] [Indexed: 10/03/2023]
Abstract
BACKGROUND The SARS-CoV-2 Omicron BA.1 variant emerged in late 2021 and became the globally dominant variant by January 2022. Authentic virus and pseudovirus systems have shown Omicron spike has an increased dependence on the endosomal pathway for entry. METHODS We investigated the entry mechanisms of Omicron, Delta, and ancestral viruses in cell models that represent different parts of the human respiratory tract, including nasal epithelial cells (hNECs), large-airway epithelial cells (LAECs), small-airway epithelial cells, and embryonic stem cell-derived type II alveolar cells. FINDINGS Omicron had an early replication advantage in LAECs, while Delta grew to higher titers in all cells. Omicron maintained dependence on serine proteases for entry in all culture systems. While serine protease inhibition with camostat was less robust for Omicron in hNECs, endosomal entry was not enhanced. CONCLUSIONS Our findings demonstrate that entry of Omicron BA.1 SARS-CoV-2 is dependent on serine proteases for entry throughout the respiratory tract. FUNDING This work was supported by The Medical Research Future Fund (MRF9200007; K.S., J.M.P.) and the DHHS Victorian State Government grant (Victorian State Government; DJPR/COVID-19; K.S, J.M.P.). K.S. is supported by a National Health and Medical Research Council of Australia Investigator grant (APP1177174).
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Affiliation(s)
- Matthew J Gartner
- Department of Microbiology and Immunology, the University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC 3000, Australia
| | - Leo Yi Yang Lee
- Department of Microbiology and Immunology, the University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC 3000, Australia
| | - Francesca L Mordant
- Department of Microbiology and Immunology, the University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC 3000, Australia
| | - Randy Suryadinata
- Department of Respiratory Medicine, Royal Children's Hospital, Parkville, VIC 3052, Australia; Infection and Immunity, Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, VIC 3052, Australia
| | - Joseph Chen
- Department of Anatomy and Developmental Biology, Monash University, Clayton, VIC 3800, Australia; Development and Stem Cells Program, Monash Biomedicine Discovery Institute, Clayton, VIC 3800, Australia
| | - Philip Robinson
- Department of Respiratory Medicine, Royal Children's Hospital, Parkville, VIC 3052, Australia; Infection and Immunity, Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, VIC 3052, Australia; Department of Paediatrics, the University of Melbourne at the Royal Children's Hospital, Parkville, VIC 3052, Australia
| | - Jose M Polo
- Department of Anatomy and Developmental Biology, Monash University, Clayton, VIC 3800, Australia; Development and Stem Cells Program, Monash Biomedicine Discovery Institute, Clayton, VIC 3800, Australia; Australian Regenerative Medicine Institute, Monash University, Clayton, VIC 3800, Australia; Adelaide Centre for Epigenetics, University of Adelaide, Adelaide, SA 5005, Australia; South Australian Immunogenomics Cancer Institute, University of Adelaide, Adelaide, SA 5005, Australia
| | - Kanta Subbarao
- Department of Microbiology and Immunology, the University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC 3000, Australia; WHO Collaborating Centre for Reference and Research on Influenza, the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC 3000, Australia.
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20
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Song R, Chen X, Li B, Ni J, Zhou Y, Zhang H, Liang X, Zou L, Liu J, Yang F, Li G, Guo X, Liu Z, Mao F, Lei C, Sui J, Li W, Jin R. Nasal spray of an IgM-like ACE2 fusion protein HH-120 prevents SARS-CoV-2 infection: Two investigator-initiated postexposure prophylaxis trials. J Med Virol 2023; 95:e29275. [PMID: 38054556 DOI: 10.1002/jmv.29275] [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: 10/25/2023] [Revised: 11/15/2023] [Accepted: 11/16/2023] [Indexed: 12/07/2023]
Abstract
HH-120, an IgM-like angiotensin converting enzyme 2 (ACE2) fusion protein, has been developed as a nasal spray against Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and is currently undergoing human trials. HH-120 nasal spray was assessed for postexposure prophylaxis (PEP) in two investigator-initiated (NS01 and NS02) trials with different risk levels of SARS-CoV-2 exposure. NS01 enrolled family caregiver participants who had continuous contacts with laboratory-confirmed index cases; NS02 enrolled participants who had general contacts (Part 1) or close contacts (Part 2) with index cases. The primary endpoints were safety and laboratory-confirmed and/or symptomatic SARS-CoV-2 infection. In NS01 trial (14 participants), the SARS-CoV-2 infection rates were 25% in the HH-120 group and 83.3% in the external control group (relative risk reduction [RRR]: 70.0%). In NS02-Part 1 (193 participants), the infection rates were 4% (HH-120) versus 11.3% (placebo), symptomatic infection rates were 0.8% versus 3.5%, hence with a RRR of 64.6% and 77.1%, respectively. In Part 2 (76 participants), the infection rates were 17.1% (HH-120) versus 30.4% (placebo), symptomatic infection rates were 7.5% versus 27.3%, with a RRR of 43.8% and 72.5%, respectively. No HH-120-related serious adverse effects were observed. The HH-120 nasal spray used as PEP was safe and effective in preventing laboratory-confirmed and symptomatic SARS-CoV-2 infection.
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Affiliation(s)
- Rui Song
- Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Xiaoyou Chen
- Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Baoliang Li
- Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Jun Ni
- Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Yunao Zhou
- Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | | | | | | | - Juan Liu
- Huahui Health Ltd., Beijing, China
| | | | | | - Xiaodi Guo
- Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Zhe Liu
- Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | | | - Cong Lei
- Huahui Health Ltd., Beijing, China
| | - Jianhua Sui
- National Institute of Biological Sciences, Beijing, China
- Tsinghua Institute of Multidisciplinary Biomedical Research, Tsinghua University, Beijing, China
| | - Wenhui Li
- National Institute of Biological Sciences, Beijing, China
- Tsinghua Institute of Multidisciplinary Biomedical Research, Tsinghua University, Beijing, China
| | - Ronghua Jin
- Beijing Ditan Hospital, Capital Medical University, Beijing, China
- National Center for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, China
- Beijing Key Laboratory of Emerging Infectious Diseases, Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, China
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21
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Bruurs LJM, Müller M, Schipper JG, Rabouw HH, Boersma S, van Kuppeveld FJM, Tanenbaum ME. Antiviral responses are shaped by heterogeneity in viral replication dynamics. Nat Microbiol 2023; 8:2115-2129. [PMID: 37814072 PMCID: PMC10627821 DOI: 10.1038/s41564-023-01501-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Accepted: 09/01/2023] [Indexed: 10/11/2023]
Abstract
Antiviral signalling, which can be activated in host cells upon virus infection, restricts virus replication and communicates infection status to neighbouring cells. The antiviral response is heterogeneous, both quantitatively (efficiency of response activation) and qualitatively (transcribed antiviral gene set). To investigate the basis of this heterogeneity, we combined Virus Infection Real-time IMaging (VIRIM), a live-cell single-molecule imaging method, with real-time readouts of the dsRNA sensing pathway to analyse the response of human cells to encephalomyocarditis virus (EMCV) infection. We find that cell-to-cell heterogeneity in viral replication rates early in infection affect the efficiency of antiviral response activation, with lower replication rates leading to more antiviral response activation. Furthermore, we show that qualitatively distinct antiviral responses can be linked to the strength of the antiviral signalling pathway. Our analyses identify variation in early viral replication rates as an important parameter contributing to heterogeneity in antiviral response activation.
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Grants
- ERC starting grant (EU/ERC-677936 RNAREG), NWO klein-2 grant (OCENW.KLEIN.344), Howard Hughes Medical Institute international research scholar grant (HHMI/IRS 55008747), Oncode Institute
- ERC starting grant (EU/ERC-677936 RNAREG), NWO klein-2 grant (OCENW.KLEIN.344), Oncode Institute
- NWO klein-2 grant (OCENW.KLEIN.344), NWO VICI (91812628)
- NWO VICI (91812628), ERC starting grant (EU/ERC-677936 RNAREG), Oncode Institute
- ERC starting grant (EU/ERC-677936 RNAREG), Howard Hughes Medical Institute international research scholar grant (HHMI/IRS 55008747), Oncode Institute
- Howard Hughes Medical Institute international research scholar grant (HHMI/IRS 55008747), Oncode Institute
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Affiliation(s)
- Lucas J M Bruurs
- Oncode Institute, Hubrecht Institute-KNAW and University Medical Center Utrecht, Utrecht, the Netherlands
| | - Micha Müller
- Oncode Institute, Hubrecht Institute-KNAW and University Medical Center Utrecht, Utrecht, the Netherlands
| | - Jelle G Schipper
- Virology Division, Department of Infectious Diseases and Immunology, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands
| | - Huib H Rabouw
- Oncode Institute, Hubrecht Institute-KNAW and University Medical Center Utrecht, Utrecht, the Netherlands
- Virology Division, Department of Infectious Diseases and Immunology, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands
| | - Sanne Boersma
- Oncode Institute, Hubrecht Institute-KNAW and University Medical Center Utrecht, Utrecht, the Netherlands
| | - Frank J M van Kuppeveld
- Virology Division, Department of Infectious Diseases and Immunology, Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands
| | - Marvin E Tanenbaum
- Oncode Institute, Hubrecht Institute-KNAW and University Medical Center Utrecht, Utrecht, the Netherlands.
- Department of Bionanoscience, Delft University of Technology, Delft, the Netherlands.
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22
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Mar KB, Wells AI, Caballero Van Dyke MC, Lopez AH, Eitson JL, Fan W, Hanners NW, Evers BM, Shelton JM, Schoggins JW. LY6E is a pan-coronavirus restriction factor in the respiratory tract. Nat Microbiol 2023; 8:1587-1599. [PMID: 37443277 PMCID: PMC11234902 DOI: 10.1038/s41564-023-01431-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 06/19/2023] [Indexed: 07/15/2023]
Abstract
LY6E is an antiviral restriction factor that inhibits coronavirus spike-mediated fusion, but the cell types in vivo that require LY6E for protection from respiratory coronavirus infection are unknown. Here we used a panel of seven conditional Ly6e knockout mice to define which Ly6e-expressing cells confer control of airway infection by murine coronavirus and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Loss of Ly6e in Lyz2-expressing cells, radioresistant Vav1-expressing cells and non-haematopoietic cells increased susceptibility to murine coronavirus. Global conditional loss of Ly6e expression resulted in clinical disease and higher viral burden after SARS-CoV-2 infection, but little evidence of immunopathology. We show that Ly6e expression protected secretory club and ciliated cells from SARS-CoV-2 infection and prevented virus-induced loss of an epithelial cell transcriptomic signature in the lung. Our study demonstrates that lineage confined rather than broad expression of Ly6e sufficiently confers resistance to disease caused by murine and human coronaviruses.
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Affiliation(s)
- Katrina B Mar
- Department of Microbiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Alexandra I Wells
- Department of Microbiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | | | - Alexandra H Lopez
- Department of Microbiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Jennifer L Eitson
- Department of Microbiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Wenchun Fan
- Department of Microbiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Natasha W Hanners
- Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Bret M Evers
- Departments of Pathology and Ophthalmology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - John M Shelton
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - John W Schoggins
- Department of Microbiology, University of Texas Southwestern Medical Center, Dallas, TX, USA.
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23
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Raach B, Bundgaard N, Haase MJ, Starruß J, Sotillo R, Stanifer ML, Graw F. Influence of cell type specific infectivity and tissue composition on SARS-CoV-2 infection dynamics within human airway epithelium. PLoS Comput Biol 2023; 19:e1011356. [PMID: 37566610 PMCID: PMC10446191 DOI: 10.1371/journal.pcbi.1011356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 08/23/2023] [Accepted: 07/13/2023] [Indexed: 08/13/2023] Open
Abstract
Human airway epithelium (HAE) represents the primary site of viral infection for SARS-CoV-2. Comprising different cell populations, a lot of research has been aimed at deciphering the major cell types and infection dynamics that determine disease progression and severity. However, the cell type-specific replication kinetics, as well as the contribution of cellular composition of the respiratory epithelium to infection and pathology are still not fully understood. Although experimental advances, including Air-liquid interface (ALI) cultures of reconstituted pseudostratified HAE, as well as lung organoid systems, allow the observation of infection dynamics under physiological conditions in unprecedented level of detail, disentangling and quantifying the contribution of individual processes and cells to these dynamics remains challenging. Here, we present how a combination of experimental data and mathematical modelling can be used to infer and address the influence of cell type specific infectivity and tissue composition on SARS-CoV-2 infection dynamics. Using a stepwise approach that integrates various experimental data on HAE culture systems with regard to tissue differentiation and infection dynamics, we develop an individual cell-based model that enables investigation of infection and regeneration dynamics within pseudostratified HAE. In addition, we present a novel method to quantify tissue integrity based on image data related to the standard measures of transepithelial electrical resistance measurements. Our analysis provides a first aim of quantitatively assessing cell type specific infection kinetics and shows how tissue composition and changes in regeneration capacity, as e.g. in smokers, can influence disease progression and pathology. Furthermore, we identified key measurements that still need to be assessed in order to improve inference of cell type specific infection kinetics and disease progression. Our approach provides a method that, in combination with additional experimental data, can be used to disentangle the complex dynamics of viral infection and immunity within human airway epithelial culture systems.
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Affiliation(s)
- Benjamin Raach
- BioQuant-Center for Quantitative Biology, Heidelberg University, Heidelberg, Germany
| | - Nils Bundgaard
- BioQuant-Center for Quantitative Biology, Heidelberg University, Heidelberg, Germany
| | - Marika J. Haase
- BioQuant-Center for Quantitative Biology, Heidelberg University, Heidelberg, Germany
| | - Jörn Starruß
- Center for Information Services and High Performance Computing, TU Dresden, Dresden, Germany
| | - Rocio Sotillo
- Division of Molecular Thoracic Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Megan L. Stanifer
- Department of Infectious Diseases, Molecular Virology, University Hospital Heidelberg, Heidelberg, Germany
- University of Florida, College of Medicine, Dept. of Molecular Genetics and Microbiology, Gainesville, Florida, United States of America
| | - Frederik Graw
- BioQuant-Center for Quantitative Biology, Heidelberg University, Heidelberg, Germany
- Interdisciplinary Center for Scientific Computing, Heidelberg University, Heidelberg, Germany
- Friedrich-Alexander-Universität Erlangen-Nürnberg, Department of Medicine 5, Erlangen, Germany
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24
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Roche R, Odeh NH, Andar AU, Tulapurkar ME, Roche JA. Protection against Severe Illness versus Immunity-Redefining Vaccine Effectiveness in the Aftermath of COVID-19. Microorganisms 2023; 11:1963. [PMID: 37630523 PMCID: PMC10459411 DOI: 10.3390/microorganisms11081963] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 07/03/2023] [Accepted: 07/21/2023] [Indexed: 08/27/2023] Open
Abstract
Anti-SARS-CoV-2 vaccines have played a pivotal role in reducing the risk of developing severe illness from COVID-19, thus helping end the COVID-19 global public health emergency after more than three years. Intriguingly, as SARS-CoV-2 variants emerged, individuals who were fully vaccinated did get infected in high numbers, and viral loads in vaccinated individuals were as high as those in the unvaccinated. However, even with high viral loads, vaccinated individuals were significantly less likely to develop severe illness; this begs the question as to whether the main effect of anti-SARS-CoV-2 vaccines is to confer protection against severe illness or immunity against infection. The answer to this question is consequential, not only to the understanding of how anti-SARS-CoV-2 vaccines work, but also to public health efforts against existing and novel pathogens. In this review, we argue that immune system sensitization-desensitization rather than sterilizing immunity may explain vaccine-mediated protection against severe COVID-19 illness even when the SARS-CoV-2 viral load is high. Through the lessons learned from COVID-19, we make the case that in the disease's aftermath, public health agencies must revisit healthcare policies, including redefining the term "vaccine effectiveness."
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Affiliation(s)
- Renuka Roche
- Occupational Therapy Program, School of Health Sciences, College of Health and Human Services, Eastern Michigan University, Ypsilanti, MI 48197, USA;
| | - Nouha H. Odeh
- Ph.D. Program in Immunology and Microbiology, Department of Biochemistry, Microbiology & Immunology, School of Medicine, Wayne State University, Detroit, MI 48201, USA;
| | - Abhay U. Andar
- Baltimore County, Translational Life Science Technology, University of Maryland, Rockville, MD 20850, USA;
| | - Mohan E. Tulapurkar
- Division of Pulmonary and Critical Care Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Joseph A. Roche
- Physical Therapy Program, Department of Health Care Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, MI 48201, USA
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25
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Assou S, Ahmed E, Morichon L, Nasri A, Foisset F, Bourdais C, Gros N, Tieo S, Petit A, Vachier I, Muriaux D, Bourdin A, De Vos J. The Transcriptome Landscape of the In Vitro Human Airway Epithelium Response to SARS-CoV-2. Int J Mol Sci 2023; 24:12017. [PMID: 37569398 PMCID: PMC10418806 DOI: 10.3390/ijms241512017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 07/19/2023] [Accepted: 07/24/2023] [Indexed: 08/13/2023] Open
Abstract
Airway-liquid interface cultures of primary epithelial cells and of induced pluripotent stem-cell-derived airway epithelial cells (ALI and iALI, respectively) are physiologically relevant models for respiratory virus infection studies because they can mimic the in vivo human bronchial epithelium. Here, we investigated gene expression profiles in human airway cultures (ALI and iALI models), infected or not with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), using our own and publicly available bulk and single-cell transcriptome datasets. SARS-CoV-2 infection significantly increased the expression of interferon-stimulated genes (IFI44, IFIT1, IFIT3, IFI35, IRF9, MX1, OAS1, OAS3 and ISG15) and inflammatory genes (NFKBIA, CSF1, FOSL1, IL32 and CXCL10) by day 4 post-infection, indicating activation of the interferon and immune responses to the virus. Extracellular matrix genes (ITGB6, ITGB1 and GJA1) were also altered in infected cells. Single-cell RNA sequencing data revealed that SARS-CoV-2 infection damaged the respiratory epithelium, particularly mature ciliated cells. The expression of genes encoding intercellular communication and adhesion proteins was also deregulated, suggesting a mechanism to promote shedding of infected epithelial cells. These data demonstrate that ALI/iALI models help to explain the airway epithelium response to SARS-CoV-2 infection and are a key tool for developing COVID-19 treatments.
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Affiliation(s)
- Said Assou
- IRMB, University of Montpellier, INSERM, CHU Montpellier, 34295 Montpellier, France; (E.A.); (L.M.); (A.N.); (F.F.); (C.B.); (J.D.V.)
| | - Engi Ahmed
- IRMB, University of Montpellier, INSERM, CHU Montpellier, 34295 Montpellier, France; (E.A.); (L.M.); (A.N.); (F.F.); (C.B.); (J.D.V.)
- Department of Respiratory Diseases, CHU Montpellier, Arnaud de Villeneuve Hospital, INSERM, 34000 Montpellier, France; (A.P.); (I.V.)
- PhyMedExp, University of Montpellier, INSERM U1046, CNRS UMR 9214, 34090 Montpellier, France
| | - Lisa Morichon
- IRMB, University of Montpellier, INSERM, CHU Montpellier, 34295 Montpellier, France; (E.A.); (L.M.); (A.N.); (F.F.); (C.B.); (J.D.V.)
- CEMIPAI, Université de Montpellier, CNRS UAR3725, 34090 Montpellier, France; (N.G.); (D.M.)
| | - Amel Nasri
- IRMB, University of Montpellier, INSERM, CHU Montpellier, 34295 Montpellier, France; (E.A.); (L.M.); (A.N.); (F.F.); (C.B.); (J.D.V.)
| | - Florent Foisset
- IRMB, University of Montpellier, INSERM, CHU Montpellier, 34295 Montpellier, France; (E.A.); (L.M.); (A.N.); (F.F.); (C.B.); (J.D.V.)
| | - Carine Bourdais
- IRMB, University of Montpellier, INSERM, CHU Montpellier, 34295 Montpellier, France; (E.A.); (L.M.); (A.N.); (F.F.); (C.B.); (J.D.V.)
| | - Nathalie Gros
- CEMIPAI, Université de Montpellier, CNRS UAR3725, 34090 Montpellier, France; (N.G.); (D.M.)
| | - Sonia Tieo
- CEFE, University of Montpellier, CNRS, EPHE, IRD, 34090 Montpellier, France;
| | - Aurelie Petit
- Department of Respiratory Diseases, CHU Montpellier, Arnaud de Villeneuve Hospital, INSERM, 34000 Montpellier, France; (A.P.); (I.V.)
- PhyMedExp, University of Montpellier, INSERM U1046, CNRS UMR 9214, 34090 Montpellier, France
| | - Isabelle Vachier
- Department of Respiratory Diseases, CHU Montpellier, Arnaud de Villeneuve Hospital, INSERM, 34000 Montpellier, France; (A.P.); (I.V.)
- PhyMedExp, University of Montpellier, INSERM U1046, CNRS UMR 9214, 34090 Montpellier, France
| | - Delphine Muriaux
- CEMIPAI, Université de Montpellier, CNRS UAR3725, 34090 Montpellier, France; (N.G.); (D.M.)
- IRIM, Université de Montpellier, CNRS UMR9004, 34090 Montpellier, France
| | - Arnaud Bourdin
- Department of Respiratory Diseases, CHU Montpellier, Arnaud de Villeneuve Hospital, INSERM, 34000 Montpellier, France; (A.P.); (I.V.)
- PhyMedExp, University of Montpellier, INSERM U1046, CNRS UMR 9214, 34090 Montpellier, France
| | - John De Vos
- IRMB, University of Montpellier, INSERM, CHU Montpellier, 34295 Montpellier, France; (E.A.); (L.M.); (A.N.); (F.F.); (C.B.); (J.D.V.)
- Department of Cell and Tissue Engineering, University of Montpellier, CHU Montpellier, 34090 Montpellier, France
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26
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Reffsin S, Miller J, Ayyanathan K, Dunagin MC, Jain N, Schultz DC, Cherry S, Raj A. Single cell susceptibility to SARS-CoV-2 infection is driven by variable cell states. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.06.547955. [PMID: 37461472 PMCID: PMC10350037 DOI: 10.1101/2023.07.06.547955] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/27/2023]
Abstract
The ability of a virus to infect a cell type is at least in part determined by the presence of host factors required for the viral life cycle. However, even within cell types that express known factors needed for infection, not every cell is equally susceptible, suggesting that our knowledge of the full spectrum of factors that promote infection is incomplete. Profiling the most susceptible subsets of cells within a population may reveal additional factors that promote infection. However, because viral infection dramatically alters the state of the cell, new approaches are needed to reveal the state of these cells prior to infection with virus. Here, we used single-cell clone tracing to retrospectively identify and characterize lung epithelial cells that are highly susceptible to infection with SARS-CoV-2. The transcriptional state of these highly susceptible cells includes markers of retinoic acid signaling and epithelial differentiation. Loss of candidate factors identified by our approach revealed that many of these factors play roles in viral entry. Moreover, a subset of these factors exert control over the infectable cell state itself, regulating the expression of key factors associated with viral infection and entry. Analysis of patient samples revealed the heterogeneous expression of these factors across both cells and patients in vivo. Further, the expression of these factors is upregulated in particular inflammatory pathologies. Altogether, our results show that the variable expression of intrinsic cell states is a major determinant of whether a cell can be infected by SARS-CoV-2.
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Affiliation(s)
- Sam Reffsin
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, USA
| | - Jesse Miller
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kasirajan Ayyanathan
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Margaret C. Dunagin
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, USA
| | - Naveen Jain
- Genetics and Epigenetics, Cell and Molecular Biology Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - David C. Schultz
- Department of Biochemistry and Biophysics, University of Pennsylvania, Philadelphia, PA, USA
| | - Sara Cherry
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Biochemistry and Biophysics, University of Pennsylvania, Philadelphia, PA, USA
- Department of Microbiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Arjun Raj
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, USA
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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27
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Strine MS, Cai WL, Wei J, Alfajaro MM, Filler RB, Biering SB, Sarnik S, Chow RD, Patil A, Cervantes KS, Collings CK, DeWeirdt PC, Hanna RE, Schofield K, Hulme C, Konermann S, Doench JG, Hsu PD, Kadoch C, Yan Q, Wilen CB. DYRK1A promotes viral entry of highly pathogenic human coronaviruses in a kinase-independent manner. PLoS Biol 2023; 21:e3002097. [PMID: 37310920 PMCID: PMC10263356 DOI: 10.1371/journal.pbio.3002097] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 03/29/2023] [Indexed: 06/15/2023] Open
Abstract
Identifying host genes essential for Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) has the potential to reveal novel drug targets and further our understanding of Coronavirus Disease 2019 (COVID-19). We previously performed a genome-wide CRISPR/Cas9 screen to identify proviral host factors for highly pathogenic human coronaviruses. Few host factors were required by diverse coronaviruses across multiple cell types, but DYRK1A was one such exception. Although its role in coronavirus infection was previously undescribed, DYRK1A encodes Dual Specificity Tyrosine Phosphorylation Regulated Kinase 1A and is known to regulate cell proliferation and neuronal development. Here, we demonstrate that DYRK1A regulates ACE2 and DPP4 transcription independent of its catalytic kinase function to support SARS-CoV, SARS-CoV-2, and Middle East Respiratory Syndrome Coronavirus (MERS-CoV) entry. We show that DYRK1A promotes DNA accessibility at the ACE2 promoter and a putative distal enhancer, facilitating transcription and gene expression. Finally, we validate that the proviral activity of DYRK1A is conserved across species using cells of nonhuman primate and human origin. In summary, we report that DYRK1A is a novel regulator of ACE2 and DPP4 expression that may dictate susceptibility to multiple highly pathogenic human coronaviruses.
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Affiliation(s)
- Madison S. Strine
- Department of Immunobiology, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Department of Laboratory Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Wesley L. Cai
- Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States of America
| | - Jin Wei
- Department of Immunobiology, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Department of Laboratory Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
- State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, Hubei Province, China
| | - Mia Madel Alfajaro
- Department of Immunobiology, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Department of Laboratory Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Renata B. Filler
- Department of Immunobiology, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Department of Laboratory Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Scott B. Biering
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, California, United States of America
| | - Sylvia Sarnik
- University of Colorado Boulder, Boulder, Colorado, United States of America
| | - Ryan D. Chow
- Department of Genetics, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Ajinkya Patil
- Department of Pediatric Oncology, Dana–Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, United States of America
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
- Program in Virology, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Kasey S. Cervantes
- Department of Pediatric Oncology, Dana–Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, United States of America
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Clayton K. Collings
- Department of Pediatric Oncology, Dana–Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, United States of America
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Peter C. DeWeirdt
- Genetic Perturbation Platform, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Ruth E. Hanna
- Genetic Perturbation Platform, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Kevin Schofield
- Department of Chemistry and Biochemistry, College of Science, The University of Arizona, Tucson, Arizona, United States of America
| | - Christopher Hulme
- Department of Chemistry and Biochemistry, College of Science, The University of Arizona, Tucson, Arizona, United States of America
- Division of Drug Discovery and Development, Department of Pharmacology and Toxicology, College of Pharmacy, The University of Arizona, Tucson, Arizona, United States of America
| | - Silvana Konermann
- Department of Biochemistry, Stanford University School of Medicine, Stanford, California, United States of America
- Arc Institute, Palo Alto, California, United States of America
| | - John G. Doench
- Genetic Perturbation Platform, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Patrick D. Hsu
- Arc Institute, Palo Alto, California, United States of America
- Department of Bioengineering, University of California, Berkeley, Berkeley, California, United States of America
- Innovative Genomics Institute, University of California, Berkeley, Berkeley, California, United States of America
- Center for Computational Biology, University of California, Berkeley, California, United States of America
| | - Cigall Kadoch
- Department of Genetics, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Department of Pediatric Oncology, Dana–Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, United States of America
- Howard Hughes Medical Institute, Chevy Chase, Maryland, United States of America
| | - Qin Yan
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut, United States of America
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Craig B. Wilen
- Department of Immunobiology, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Department of Laboratory Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut, United States of America
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28
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Bello S, Lasierra AB, López-Vergara L, de Diego C, Torralba L, de Gopegui PR, Lahoz R, Abadía C, Godino J, Cebollada A, Jimeno B, Bello C, Tejada A, Torres A. IL-6 and cfDNA monitoring throughout COVID-19 hospitalization are accurate markers of its outcomes. Respir Res 2023; 24:125. [PMID: 37147677 PMCID: PMC10161166 DOI: 10.1186/s12931-023-02426-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 04/18/2023] [Indexed: 05/07/2023] Open
Abstract
BACKGROUND Severe COVID-19 entails a dysregulated immune response, most likely inflammation related to a lack of virus control. A better understanding of immune toxicity, immunosuppression balance, and COVID-19 assessments could help determine whether different clinical presentations are driven by specific types of immune responses. The progression of the immune response and tissular damage could predict outcomes and may help in the management of patients. METHODS We collected 201 serum samples from 93 hospitalised patients classified as moderately, severely, and critically ill. We differentiated the viral, early inflammatory, and late inflammatory phases and included 72 patients with 180 samples in separate stages for longitudinal study and 55 controls. We studied selected cytokines, P-selectin, and the tissue damage markers lactate dehydrogenase (LDH) and cell-free DNA (cfDNA). RESULTS TNF-α, IL-6, IL-8, and G-CSF were associated with severity and mortality, but only IL-6 increased since admission in the critical patients and non-survivors, correlating with damage markers. The lack of a significant decrease in IL-6 levels in the critical patients and non-survivors in the early inflammatory phase (a decreased presence in the other patients) suggests that these patients did not achieve viral control on days 10-16. For all patients, lactate dehydrogenase and cfDNA levels increased with severity, and cfDNA levels increased in the non-survivors from the first sample (p = 0.002) to the late inflammatory phase (p = 0.031). In the multivariate study, cfDNA was an independent risk factor for mortality and ICU admission. CONCLUSIONS The distinct progression of IL-6 levels in the course of the disease, especially on days 10-16, was a good marker of progression to critical status and mortality and could guide the start of IL-6 blockade. cfDNA was an accurate marker of severity and mortality from admission and throughout COVID-19 progression.
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Affiliation(s)
- Salvador Bello
- Department of Pulmonary Medicine, Miguel Servet University Hospital, CIBERES, Instituto de Investigación Sanitaria (ISS) Aragón, Avenida Isabel La Católica 1-9, 50009, Zaragoza, Spain.
| | | | - Lucía López-Vergara
- Department of Pulmonary Medicine, Miguel Servet University Hospital, CIBERES, Instituto de Investigación Sanitaria (ISS) Aragón, Avenida Isabel La Católica 1-9, 50009, Zaragoza, Spain
| | - Cristina de Diego
- Department of Pulmonary Medicine, Miguel Servet University Hospital, CIBERES, Instituto de Investigación Sanitaria (ISS) Aragón, Avenida Isabel La Católica 1-9, 50009, Zaragoza, Spain
| | - Laura Torralba
- Department of Pulmonary Medicine, Miguel Servet University Hospital, CIBERES, Instituto de Investigación Sanitaria (ISS) Aragón, Avenida Isabel La Católica 1-9, 50009, Zaragoza, Spain
| | | | - Raquel Lahoz
- Department of Biochemistry, Miguel Servet University Hospital, Zaragoza, Spain
| | - Claudia Abadía
- Department of Biochemistry, Miguel Servet University Hospital, Zaragoza, Spain
| | - Javier Godino
- Department of Cytometry and Cell Separation, Aragon Institute of Health Sciences (IACS), Zaragoza, Spain
| | - Alberto Cebollada
- Biocomputing Technical Scientific Service, Aragon Institute of Health Sciences (IACS), Zaragoza, Spain
| | - Beatriz Jimeno
- Department of Cytometry and Cell Separation, Aragon Institute of Health Sciences (IACS), Zaragoza, Spain
| | - Carlota Bello
- Department of Radiology, Hospital Clínico Lozano Blesa, Zaragoza, Spain
| | - Antonio Tejada
- Intensive Care Unit, Miguel Servet University Hospital, Zaragoza, Spain
| | - Antoni Torres
- Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, IDIBAPS, ICREA, CIBERESUCICOVID, Barcelona, Spain
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29
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Cable J, Sun J, Cheon IS, Vaughan AE, Castro IA, Stein SR, López CB, Gostic KM, Openshaw PJM, Ellebedy AH, Wack A, Hutchinson E, Thomas MM, Langlois RA, Lingwood D, Baker SF, Folkins M, Foxman EF, Ward AB, Schwemmle M, Russell AB, Chiu C, Ganti K, Subbarao K, Sheahan TP, Penaloza-MacMaster P, Eddens T. Respiratory viruses: New frontiers-a Keystone Symposia report. Ann N Y Acad Sci 2023; 1522:60-73. [PMID: 36722473 PMCID: PMC10580159 DOI: 10.1111/nyas.14958] [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] [Indexed: 02/02/2023]
Abstract
Respiratory viruses are a common cause of morbidity and mortality around the world. Viruses like influenza, RSV, and most recently SARS-CoV-2 can rapidly spread through a population, causing acute infection and, in vulnerable populations, severe or chronic disease. Developing effective treatment and prevention strategies often becomes a race against ever-evolving viruses that develop resistance, leaving therapy efficacy either short-lived or relevant for specific viral strains. On June 29 to July 2, 2022, researchers met for the Keystone symposium "Respiratory Viruses: New Frontiers." Researchers presented new insights into viral biology and virus-host interactions to understand the mechanisms of disease and identify novel treatment and prevention approaches that are effective, durable, and broad.
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Affiliation(s)
| | - Jie Sun
- Division of Pulmonary and Critical Medicine, Department of Medicine; Department of Immunology; and Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA
- Carter Immunology Center and Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, Virginia, USA
| | - In Su Cheon
- Division of Pulmonary and Critical Medicine, Department of Medicine; Department of Immunology; and Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA
- Carter Immunology Center and Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, Virginia, USA
| | - Andrew E Vaughan
- University of Pennsylvania School of Veterinary Medicine, Biomedical Sciences, Philadelphia, Pennsylvania, USA
| | - Italo A Castro
- Virology Research Center, Ribeirao Preto Medical School, University of São Paulo - USP, São Paulo, Brazil
| | - Sydney R Stein
- Emerging Pathogens Section, Critical Care Medicine Department, Clinical Center and Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Carolina B López
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Molecular Microbiology and Center for Women Infectious Disease Research, Washington University School of Medicine, St Louis, Missouri, USA
| | - Katelyn M Gostic
- Department of Ecology and Evolution, University of Chicago, Chicago, Illinois, USA
| | | | - Ali H Ellebedy
- Department of Pathology and Immunology; The Andrew M. and Jane M. Bursky Center for Human Immunology & Immunotherapy Programs; and Center for Vaccines and Immunity to Microbial Pathogens, Washington University School of Medicine, St Louis, Missouri, USA
| | - Andreas Wack
- Immunoregulation Laboratory, The Francis Crick Institute, London, UK
| | | | | | - Ryan A Langlois
- Center for Immunology and Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Daniel Lingwood
- The Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard University, Cambridge, Massachusetts, USA
| | - Steven F Baker
- Lovelace Biomedical Research Institute, Albuquerque, New Mexico, USA
| | - Melanie Folkins
- Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, Alberta, Canada
| | - Ellen F Foxman
- Department of Laboratory Medicine and Department of Immunology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Andrew B Ward
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California, USA
| | - Martin Schwemmle
- Institute of Virology, Freiburg University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Alistair B Russell
- Division of Biological Sciences, University of California, San Diego, La Jolla, California, USA
| | - Christopher Chiu
- Department of Infectious Disease, Imperial College London, London, UK
| | - Ketaki Ganti
- Department of Microbiology and Immunology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Kanta Subbarao
- Department of Microbiology and Immunology, WHO Collaborating Centre for Reference and Research on Influenza at the Peter Doherty Institute for Infection and Immunity, University of Melbourne at The Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Timothy P Sheahan
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Pablo Penaloza-MacMaster
- Department of Microbiology-Immunology, School of Medicine, Northwestern University Feinberg, Chicago, Illinois, USA
| | - Taylor Eddens
- Pediatric Scientist Development Program, University of Pittsburgh Medical Center (UPMC) Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
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30
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Hysenaj L, Little S, Kulhanek K, Magnen M, Bahl K, Gbenedio OM, Prinz M, Rodriguez L, Andersen C, Rao AA, Shen A, Lone JC, Lupin-Jimenez LC, Bonser LR, Serwas NK, Mick E, Khalid MM, Taha TY, Kumar R, Li JZ, Ding VW, Matsumoto S, Maishan M, Sreekumar B, Simoneau C, Nazarenko I, Tomlinson MG, Khan K, von Gottberg A, Sigal A, Looney MR, Fragiadakis GK, Jablons DM, Langelier CR, Matthay M, Krummel M, Erle DJ, Combes AJ, Sil A, Ott M, Kratz JR, Roose JP. SARS-CoV-2 infection of airway organoids reveals conserved use of Tetraspanin-8 by Ancestral, Delta, and Omicron variants. Stem Cell Reports 2023; 18:636-653. [PMID: 36827975 PMCID: PMC9948283 DOI: 10.1016/j.stemcr.2023.01.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 01/23/2023] [Accepted: 01/24/2023] [Indexed: 02/25/2023] Open
Abstract
Ancestral SARS coronavirus-2 (SARS-CoV-2) and variants of concern (VOC) caused a global pandemic with a spectrum of disease severity. The mechanistic explaining variations related to airway epithelium are relatively understudied. Here, we biobanked airway organoids (AO) by preserving stem cell function. We optimized viral infection with H1N1/PR8 and comprehensively characterized epithelial responses to SARS-CoV-2 infection in phenotypically stable AO from 20 different subjects. We discovered Tetraspanin-8 (TSPAN8) as a facilitator of SARS-CoV-2 infection. TSPAN8 facilitates SARS-CoV-2 infection rates independently of ACE2-Spike interaction. In head-to-head comparisons with Ancestral SARS-CoV-2, Delta and Omicron VOC displayed lower overall infection rates of AO but triggered changes in epithelial response. All variants shared highest tropism for ciliated and goblet cells. TSPAN8-blocking antibodies diminish SARS-CoV-2 infection and may spur novel avenues for COVID-19 therapy.
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Affiliation(s)
- Lisiena Hysenaj
- Department of Anatomy, University of California, San Francisco, 513 Parnassus Avenue, San Francisco, CA 94143, USA
| | - Samantha Little
- Department of Anatomy, University of California, San Francisco, 513 Parnassus Avenue, San Francisco, CA 94143, USA
| | - Kayla Kulhanek
- Department of Anatomy, University of California, San Francisco, 513 Parnassus Avenue, San Francisco, CA 94143, USA
| | - Melia Magnen
- ImmunoX Initiative, University of California, San Francisco, San Francisco, CA, USA; Department of Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Kriti Bahl
- Department of Anatomy, University of California, San Francisco, 513 Parnassus Avenue, San Francisco, CA 94143, USA
| | - Oghenekevwe M Gbenedio
- Department of Anatomy, University of California, San Francisco, 513 Parnassus Avenue, San Francisco, CA 94143, USA
| | - Morgan Prinz
- Department of Anatomy, University of California, San Francisco, 513 Parnassus Avenue, San Francisco, CA 94143, USA
| | - Lauren Rodriguez
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, CA 94143, USA; UCSF CoLabs, University of California, San Francisco, San Francisco, CA 94143, USA; ImmunoX Initiative, University of California, San Francisco, San Francisco, CA, USA
| | - Christopher Andersen
- UCSF CoLabs, University of California, San Francisco, San Francisco, CA 94143, USA; ImmunoX Initiative, University of California, San Francisco, San Francisco, CA, USA
| | - Arjun Arkal Rao
- UCSF CoLabs, University of California, San Francisco, San Francisco, CA 94143, USA; ImmunoX Initiative, University of California, San Francisco, San Francisco, CA, USA; Department of Pathology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Alan Shen
- UCSF CoLabs, University of California, San Francisco, San Francisco, CA 94143, USA
| | | | - Leonard C Lupin-Jimenez
- UCSF CoLabs, University of California, San Francisco, San Francisco, CA 94143, USA; ImmunoX Initiative, University of California, San Francisco, San Francisco, CA, USA
| | - Luke R Bonser
- Lung Biology Center, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Nina K Serwas
- Department of Pathology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Eran Mick
- Division of Infectious Diseases, University of California, San Francisco, San Francisco, CA, USA; Division of Pulmonary and Critical Care, San Francisco, San Francisco, CA, USA; Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
| | - Mir M Khalid
- Gladstone Institute of Virology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Taha Y Taha
- Gladstone Institute of Virology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Renuka Kumar
- Gladstone Institute of Virology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Jack Z Li
- Department of Surgery, Division of Cardiothoracic Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Vivianne W Ding
- Department of Surgery, Division of Cardiothoracic Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Shotaro Matsumoto
- Cardiovascular Research Institute, Departments of Medicine and Anesthesia, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Mazharul Maishan
- Cardiovascular Research Institute, Departments of Medicine and Anesthesia, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Bharath Sreekumar
- Gladstone Institute of Virology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Camille Simoneau
- Gladstone Institute of Virology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Irina Nazarenko
- Institute for Infection Prevention and Hospital Epidemiology, University of Freiburg, Freiburg, Germany; Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany; German Cancer Consortium, Partner Site Freiburg and German Cancer Research Center, Heidelberg, Germany
| | - Michael G Tomlinson
- School of Biosciences, University of Birmingham, Birmingham, UK; Centre of Membrane Proteins and Receptors, Universities of Birmingham and Nottingham, Midlands, UK
| | - Khajida Khan
- Africa Health Research Institute, Durban, South Africa; School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Anne von Gottberg
- National Institute for Communicable Diseases of the National Health Laboratory Service, Johannesburg, South Africa; SAMRC Antibody Immunity Research Unit, University of the Witwatersrand, Johannesburg, South Africa
| | - Alex Sigal
- Africa Health Research Institute, Durban, South Africa; School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban, South Africa; Max Planck Institute for Infection Biology, Berlin, Germany; Centre for the AIDS Program of Research, Durban, South Africa
| | - Mark R Looney
- ImmunoX Initiative, University of California, San Francisco, San Francisco, CA, USA; Department of Medicine, University of California, San Francisco, San Francisco, CA 94143, USA; Division of Pulmonary and Critical Care, San Francisco, San Francisco, CA, USA
| | - Gabriela K Fragiadakis
- UCSF CoLabs, University of California, San Francisco, San Francisco, CA 94143, USA; ImmunoX Initiative, University of California, San Francisco, San Francisco, CA, USA; Department of Medicine, Division of Rheumatology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - David M Jablons
- Division of Pulmonary and Critical Care, San Francisco, San Francisco, CA, USA; Department of Surgery, Division of Cardiothoracic Surgery, University of California, San Francisco, San Francisco, CA, USA; Cardiovascular Research Institute, Departments of Medicine and Anesthesia, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Charles R Langelier
- Division of Infectious Diseases, University of California, San Francisco, San Francisco, CA, USA; Division of Pulmonary and Critical Care, San Francisco, San Francisco, CA, USA; Gladstone Institute of Virology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA; Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
| | - Michael Matthay
- Division of Pulmonary and Critical Care, San Francisco, San Francisco, CA, USA; Cardiovascular Research Institute, Departments of Medicine and Anesthesia, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Matthew Krummel
- Department of Anatomy, University of California, San Francisco, 513 Parnassus Avenue, San Francisco, CA 94143, USA; Department of Pathology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - David J Erle
- UCSF CoLabs, University of California, San Francisco, San Francisco, CA 94143, USA; ImmunoX Initiative, University of California, San Francisco, San Francisco, CA, USA; Lung Biology Center, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA; Division of Pulmonary and Critical Care, San Francisco, San Francisco, CA, USA
| | - Alexis J Combes
- UCSF CoLabs, University of California, San Francisco, San Francisco, CA 94143, USA; ImmunoX Initiative, University of California, San Francisco, San Francisco, CA, USA; Department of Pathology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Anita Sil
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Melanie Ott
- Gladstone Institute of Virology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA; Department of Medicine, Division of Rheumatology, University of California, San Francisco, San Francisco, CA 94143, USA; Quantitative Biosciences Institute COVID-19 Research Group, University of California, San Francisco, San Francisco, CA, USA
| | - Johannes R Kratz
- ImmunoX Initiative, University of California, San Francisco, San Francisco, CA, USA; Department of Surgery, Division of Cardiothoracic Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Jeroen P Roose
- Department of Anatomy, University of California, San Francisco, 513 Parnassus Avenue, San Francisco, CA 94143, USA.
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Abstract
SARS-CoV-2, the virus responsible for the COVID-19 pandemic, has been associated with substantial global morbidity and mortality. Despite a tropism that is largely confined to the airways, COVID-19 is associated with multiorgan dysfunction and long-term cognitive pathologies. A major driver of this biology stems from the combined effects of virus-mediated interference with the host antiviral defences in infected cells and the sensing of pathogen-associated material by bystander cells. Such a dynamic results in delayed induction of type I and III interferons (IFN-I and IFN-III) at the site of infection, but systemic IFN-I and IFN-III priming in distal organs and barrier epithelial surfaces, respectively. In this Review, we examine the relationship between SARS-CoV-2 biology and the cellular response to infection, detailing how antagonism and dysregulation of host innate immune defences contribute to disease severity of COVID-19.
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Affiliation(s)
- Judith M Minkoff
- Department of Microbiology, New York University Langone Health, New York, NY, USA
| | - Benjamin tenOever
- Department of Microbiology, New York University Langone Health, New York, NY, USA.
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32
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High-depth sequencing characterization of viral dynamics across tissues in fatal COVID-19 reveals compartmentalized infection. Nat Commun 2023; 14:574. [PMID: 36732505 PMCID: PMC9894515 DOI: 10.1038/s41467-022-34256-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 10/17/2022] [Indexed: 02/04/2023] Open
Abstract
SARS-CoV-2 distribution and circulation dynamics are not well understood due to challenges in assessing genomic data from tissue samples. We develop experimental and computational workflows for high-depth viral sequencing and high-resolution genomic analyses from formalin-fixed, paraffin-embedded tissues and apply them to 120 specimens from six subjects with fatal COVID-19. To varying degrees, viral RNA is present in extrapulmonary tissues from all subjects. The majority of the 180 viral variants identified within subjects are unique to individual tissue samples. We find more high-frequency (>10%) minor variants in subjects with a longer disease course, with one subject harboring ten such variants, exclusively in extrapulmonary tissues. One tissue-specific high-frequency variant was a nonsynonymous mutation in the furin-cleavage site of the spike protein. Our findings suggest adaptation and/or compartmentalized infection, illuminating the basis of extrapulmonary COVID-19 symptoms and potential for viral reservoirs, and have broad utility for investigating human pathogens.
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Leibel SL, McVicar RN, Murad R, Kwong EM, Clark AE, Alvarado A, Grimmig BA, Nuryyev R, Young RE, Lee JC, Peng W, Zhu YP, Griffis E, Nowell CJ, Liu K, James B, Alarcon S, Malhotra A, Gearing LJ, Hertzog PJ, Galapate CM, Galenkamp KM, Commisso C, Smith DM, Sun X, Carlin AF, Croker BA, Snyder EY. The lung employs an intrinsic surfactant-mediated inflammatory response for viral defense. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.26.525578. [PMID: 36747824 PMCID: PMC9900938 DOI: 10.1101/2023.01.26.525578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) causes an acute respiratory distress syndrome (ARDS) that resembles surfactant deficient RDS. Using a novel multi-cell type, human induced pluripotent stem cell (hiPSC)-derived lung organoid (LO) system, validated against primary lung cells, we found that inflammatory cytokine/chemokine production and interferon (IFN) responses are dynamically regulated autonomously within the lung following SARS-CoV-2 infection, an intrinsic defense mechanism mediated by surfactant proteins (SP). Single cell RNA sequencing revealed broad infectability of most lung cell types through canonical (ACE2) and non-canonical (endocytotic) viral entry routes. SARS-CoV-2 triggers rapid apoptosis, impairing viral dissemination. In the absence of surfactant protein B (SP-B), resistance to infection was impaired and cytokine/chemokine production and IFN responses were modulated. Exogenous surfactant, recombinant SP-B, or genomic correction of the SP-B deletion restored resistance to SARS-CoV-2 and improved viability.
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34
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Mar KB, Van Dyke MC, Lopez AH, Eitson JL, Fan W, Hanners NW, Evers BM, Shelton JM, Schoggins JW. LY6E protects mice from pathogenic effects of murine coronavirus and SARS-CoV-2. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.25.525551. [PMID: 36747632 PMCID: PMC9900800 DOI: 10.1101/2023.01.25.525551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
LY6E is an antiviral protein that inhibits coronavirus entry. Its expression in immune cells allows mice to control murine coronavirus infection. However, it is not known which immune cell subsets mediate this control or whether LY6E protects mice from SARS-CoV-2. In this study, we used tissue-specific Cre recombinase expression to ablate Ly6e in distinct immune compartments or in all epiblast-derived cells, and bone marrow chimeras to target Ly6e in a subset of radioresistant cells. Mice lacking Ly6e in Lyz2 -expressing cells and radioresistant Vav1 -expressing cells were more susceptible to lethal murine coronavirus infection. Mice lacking Ly6e globally developed clinical disease when challenged with the Gamma (P.1) variant of SARS-CoV-2. By contrast, wildtype mice and mice lacking type I and type III interferon signaling had no clinical symptoms after SARS-CoV-2 infection. Transcriptomic profiling of lungs from SARS-CoV-2-infected wildtype and Ly6e knockout mice revealed a striking reduction of secretory cell-associated genes in infected knockout mice, including Muc5b , an airway mucin-encoding gene that may protect against SARS-CoV-2-inflicted respiratory disease. Collectively, our study reveals distinct cellular compartments in which Ly6e confers cell intrinsic antiviral effects, thereby conferring resistance to disease caused by murine coronavirus and SARS-CoV-2.
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35
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Wu CT, Lidsky PV, Xiao Y, Cheng R, Lee IT, Nakayama T, Jiang S, He W, Demeter J, Knight MG, Turn RE, Rojas-Hernandez LS, Ye C, Chiem K, Shon J, Martinez-Sobrido L, Bertozzi CR, Nolan GP, Nayak JV, Milla C, Andino R, Jackson PK. SARS-CoV-2 replication in airway epithelia requires motile cilia and microvillar reprogramming. Cell 2023; 186:112-130.e20. [PMID: 36580912 PMCID: PMC9715480 DOI: 10.1016/j.cell.2022.11.030] [Citation(s) in RCA: 100] [Impact Index Per Article: 50.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Revised: 09/15/2022] [Accepted: 11/23/2022] [Indexed: 12/04/2022]
Abstract
How SARS-CoV-2 penetrates the airway barrier of mucus and periciliary mucins to infect nasal epithelium remains unclear. Using primary nasal epithelial organoid cultures, we found that the virus attaches to motile cilia via the ACE2 receptor. SARS-CoV-2 traverses the mucus layer, using motile cilia as tracks to access the cell body. Depleting cilia blocks infection for SARS-CoV-2 and other respiratory viruses. SARS-CoV-2 progeny attach to airway microvilli 24 h post-infection and trigger formation of apically extended and highly branched microvilli that organize viral egress from the microvilli back into the mucus layer, supporting a model of virus dispersion throughout airway tissue via mucociliary transport. Phosphoproteomics and kinase inhibition reveal that microvillar remodeling is regulated by p21-activated kinases (PAK). Importantly, Omicron variants bind with higher affinity to motile cilia and show accelerated viral entry. Our work suggests that motile cilia, microvilli, and mucociliary-dependent mucus flow are critical for efficient virus replication in nasal epithelia.
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Affiliation(s)
- Chien-Ting Wu
- Baxter Laboratory, Department of Microbiology & Immunology, Stanford University School of Medicine, Center for Clinical Sciences Research, 269 Campus Drive, Stanford, CA, USA
| | - Peter V Lidsky
- Department of Microbiology and Immunology, University of California, San Francisco, 600 16th Street, Room S572E, Box 2280, San Francisco, CA, USA
| | - Yinghong Xiao
- Department of Microbiology and Immunology, University of California, San Francisco, 600 16th Street, Room S572E, Box 2280, San Francisco, CA, USA
| | - Ran Cheng
- Baxter Laboratory, Department of Microbiology & Immunology, Stanford University School of Medicine, Center for Clinical Sciences Research, 269 Campus Drive, Stanford, CA, USA; Department of Biology, Stanford University, Stanford, CA, USA
| | - Ivan T Lee
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA; Division of Allergy, Immunology, and Rheumatology, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Tsuguhisa Nakayama
- Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA; Department of Otorhinolaryngology, Jikei University School of Medicine, Tokyo, Japan
| | - Sizun Jiang
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Wei He
- Baxter Laboratory, Department of Microbiology & Immunology, Stanford University School of Medicine, Center for Clinical Sciences Research, 269 Campus Drive, Stanford, CA, USA
| | - Janos Demeter
- Baxter Laboratory, Department of Microbiology & Immunology, Stanford University School of Medicine, Center for Clinical Sciences Research, 269 Campus Drive, Stanford, CA, USA
| | - Miguel G Knight
- Department of Microbiology and Immunology, University of California, San Francisco, 600 16th Street, Room S572E, Box 2280, San Francisco, CA, USA
| | - Rachel E Turn
- Baxter Laboratory, Department of Microbiology & Immunology, Stanford University School of Medicine, Center for Clinical Sciences Research, 269 Campus Drive, Stanford, CA, USA
| | - Laura S Rojas-Hernandez
- Department of Pediatric Pulmonary Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Chengjin Ye
- Disease Intervention and Prevention and Population Health Programs, Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Kevin Chiem
- Disease Intervention and Prevention and Population Health Programs, Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Judy Shon
- Department of Chemistry, Stanford University, Stanford, CA, USA
| | - Luis Martinez-Sobrido
- Disease Intervention and Prevention and Population Health Programs, Texas Biomedical Research Institute, San Antonio, TX, USA
| | | | - Garry P Nolan
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Jayakar V Nayak
- Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA; Department of Otolaryngology, VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Carlos Milla
- Department of Pediatric Pulmonary Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Raul Andino
- Department of Microbiology and Immunology, University of California, San Francisco, 600 16th Street, Room S572E, Box 2280, San Francisco, CA, USA.
| | - Peter K Jackson
- Baxter Laboratory, Department of Microbiology & Immunology, Stanford University School of Medicine, Center for Clinical Sciences Research, 269 Campus Drive, Stanford, CA, USA; Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA.
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36
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Tabtieng T, Lent RC, Kaku M, Monago Sanchez A, Gaglia MM. Caspase-Mediated Regulation and Cellular Heterogeneity of the cGAS/STING Pathway in Kaposi's Sarcoma-Associated Herpesvirus Infection. mBio 2022; 13:e0244622. [PMID: 36255240 PMCID: PMC9765453 DOI: 10.1128/mbio.02446-22] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 09/19/2022] [Indexed: 11/20/2022] Open
Abstract
As a result of the ongoing virus-host arms race, viruses have evolved numerous immune subversion strategies, many of which are aimed at suppressing the production of type I interferons (IFNs). Apoptotic caspases have recently emerged as important regulators of type I IFN signaling both in noninfectious contexts and during viral infection. Despite being widely considered antiviral factors since they can trigger cell death, several apoptotic caspases promote viral replication by suppressing innate immune response. Indeed, we previously discovered that the AIDS-associated oncogenic gammaherpesvirus Kaposi's sarcoma-associated herpesvirus (KSHV) exploits caspase activity to suppress the antiviral type I IFN response and promote viral replication. However, the mechanism of this novel viral immune evasion strategy is poorly understood, particularly with regard to how caspases antagonize IFN signaling during KSHV infection. Here, we show that caspase activity inhibits the DNA sensor cGAS during KSHV lytic replication to block type I IFN induction. Furthermore, we used single-cell RNA sequencing to reveal that the potent antiviral state conferred by caspase inhibition is mediated by an exceptionally small percentage of IFN-β-producing cells, thus uncovering further complexity of IFN regulation during viral infection. Collectively, these results provide insight into multiple levels of cellular type I IFN regulation that viruses co-opt for immune evasion. Unraveling these mechanisms can inform targeted therapeutic strategies for viral infections and reveal cellular mechanisms of regulating interferon signaling in the context of cancer and chronic inflammatory diseases. IMPORTANCE Type I interferons are key factors that dictate the outcome of infectious and inflammatory diseases. Thus, intricate cellular regulatory mechanisms are in place to control IFN responses. While viruses encode their own immune-regulatory proteins, they can also usurp existing cellular interferon regulatory functions. We found that caspase activity during lytic infection with the AIDS-associated oncogenic gammaherpesvirus Kaposi's sarcoma-associated herpesvirus inhibits the DNA sensor cGAS to block the antiviral type I IFN response. Moreover, single-cell RNA sequencing analyses unexpectedly revealed that an exceptionally small subset of infected cells (<5%) produce IFN, yet this is sufficient to confer a potent antiviral state. These findings reveal new aspects of type I IFN regulation and highlight caspases as a druggable target to modulate cGAS activity.
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Affiliation(s)
- Tate Tabtieng
- Department of Molecular Biology and Microbiology, Tufts University School of Medicine, Boston, Massachusetts, USA
- Program in Biochemistry, Tufts University Graduate School of Biomedical Sciences, Boston, Massachusetts, USA
| | - Rachel C. Lent
- Department of Molecular Biology and Microbiology, Tufts University School of Medicine, Boston, Massachusetts, USA
- Program in Molecular Microbiology, Tufts University Graduate School of Biomedical Sciences, Boston, Massachusetts, USA
| | - Machika Kaku
- Department of Molecular Biology and Microbiology, Tufts University School of Medicine, Boston, Massachusetts, USA
- Program in Immunology, Tufts University Graduate School of Biomedical Sciences, Boston, Massachusetts, USA
| | - Alvaro Monago Sanchez
- Department of Molecular Biology and Microbiology, Tufts University School of Medicine, Boston, Massachusetts, USA
- Faculty of Experimental Sciences, Universidad Francisco de Vitoria, Madrid, Spain
| | - Marta Maria Gaglia
- Department of Molecular Biology and Microbiology, Tufts University School of Medicine, Boston, Massachusetts, USA
- Program in Biochemistry, Tufts University Graduate School of Biomedical Sciences, Boston, Massachusetts, USA
- Program in Molecular Microbiology, Tufts University Graduate School of Biomedical Sciences, Boston, Massachusetts, USA
- Program in Immunology, Tufts University Graduate School of Biomedical Sciences, Boston, Massachusetts, USA
- Institute for Molecular Virology and Department of Medical Microbiology and Immunology, University of Wisconsin—Madison, Wisconsin, USA
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Li J, Xue Y, Wang X, Smith LS, He B, Liu S, Zhu H. Tissue- and cell-expression of druggable host proteins provide insights into repurposing drugs for COVID-19. Clin Transl Sci 2022; 15:2796-2811. [PMID: 36259251 PMCID: PMC9747131 DOI: 10.1111/cts.13400] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Revised: 08/18/2022] [Accepted: 08/23/2022] [Indexed: 01/26/2023] Open
Abstract
Several human host proteins play important roles in the lifecycle of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Many drugs targeting these host proteins have been investigated as potential therapeutics for coronavirus disease 2019 (COVID-19). The tissue-specific expressions of selected host proteins were summarized using proteomics data retrieved from the Human Protein Atlas, ProteomicsDB, Human Proteome Map databases, and a clinical COVID-19 study. Protein expression features in different cell lines were summarized based on recent proteomics studies. The half-maximal effective concentration or half-maximal inhibitory concentration values were collected from in vitro studies. The pharmacokinetic data were mainly from studies in healthy subjects or non-COVID-19 patients. Considerable tissue-specific expression patterns were observed for several host proteins. ACE2 expression in the lungs was significantly lower than in many other tissues (e.g., the kidneys and intestines); TMPRSS2 expression in the lungs was significantly lower than in other tissues (e.g., the prostate and intestines). The expression levels of endocytosis-associated proteins CTSL, CLTC, NPC1, and PIKfyve in the lungs were comparable to or higher than most other tissues. TMPRSS2 expression was markedly different between cell lines, which could be associated with the cell-dependent antiviral activities of several drugs. Drug delivery receptor ICAM1 and CTSB were expressed at a higher level in the lungs than in other tissues. In conclusion, the cell- and tissue-specific proteomics data could help interpret the in vitro antiviral activities of host-directed drugs in various cells and aid the transition of the in vitro findings to clinical research to develop safe and effective therapeutics for COVID-19.
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Affiliation(s)
- Jiapeng Li
- Department of Clinical PharmacyUniversity of Michigan College of PharmacyAnn ArborMichiganUSA
| | - Yanling Xue
- Department of Clinical PharmacyUniversity of Michigan College of PharmacyAnn ArborMichiganUSA
| | - Xinwen Wang
- Department of Pharmaceutical SciencesNortheast Ohio Medical University College of PharmacyRootstownOhioUSA
| | - Logan S. Smith
- Department of Clinical PharmacyUniversity of Michigan College of PharmacyAnn ArborMichiganUSA
| | - Bing He
- Department of Computational Medicine and BioinformaticsUniversity of MichiganAnn ArborMichiganUSA
| | - Shuhan Liu
- Department of Clinical PharmacyUniversity of Michigan College of PharmacyAnn ArborMichiganUSA
| | - Hao‐Jie Zhu
- Department of Clinical PharmacyUniversity of Michigan College of PharmacyAnn ArborMichiganUSA
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38
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Crozier TW, Greenwood EJ, Williamson JC, Guo W, Porter LM, Gabaev I, Teixeira-Silva A, Grice GL, Wickenhagen A, Stanton RJ, Wang ECY, Wilson SJ, Matheson NJ, Nathan JA, McCaughan F, Lehner PJ. Quantitative proteomic analysis of SARS-CoV-2 infection of primary human airway ciliated cells and lung epithelial cells demonstrates the effectiveness of SARS-CoV-2 innate immune evasion. Wellcome Open Res 2022; 7:224. [PMID: 36483314 PMCID: PMC9706147 DOI: 10.12688/wellcomeopenres.17946.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/26/2022] [Indexed: 02/02/2023] Open
Abstract
Background: Quantitative proteomics is able to provide a comprehensive, unbiased description of changes to cells caused by viral infection, but interpretation may be complicated by differential changes in infected and uninfected 'bystander' cells, or the use of non-physiological cellular models. Methods: In this paper, we use fluorescence-activated cell sorting (FACS) and quantitative proteomics to analyse cell-autonomous changes caused by authentic SARS-CoV-2 infection of respiratory epithelial cells, the main target of viral infection in vivo. First, we determine the relative abundance of proteins in primary human airway epithelial cells differentiated at the air-liquid interface (basal, secretory and ciliated cells). Next, we specifically characterise changes caused by SARS-CoV-2 infection of ciliated cells. Finally, we compare temporal proteomic changes in infected and uninfected 'bystander' Calu-3 lung epithelial cells and compare infection with B.29 and B.1.1.7 (Alpha) variants. Results: Amongst 5,709 quantified proteins in primary human airway ciliated cells, the abundance of 226 changed significantly in the presence of SARS-CoV-2 infection (q <0.05 and >1.5-fold). Notably, viral replication proceeded without inducing a type-I interferon response. Amongst 6,996 quantified proteins in Calu-3 cells, the abundance of 645 proteins changed significantly in the presence of SARS-CoV-2 infection (q < 0.05 and > 1.5-fold). In contrast to the primary cell model, a clear type I interferon (IFN) response was observed. Nonetheless, induction of IFN-inducible proteins was markedly attenuated in infected cells, compared with uninfected 'bystander' cells. Infection with B.29 and B.1.1.7 (Alpha) variants gave similar results. Conclusions: Taken together, our data provide a detailed proteomic map of changes in SARS-CoV-2-infected respiratory epithelial cells in two widely used, physiologically relevant models of infection. As well as identifying dysregulated cellular proteins and processes, the effectiveness of strategies employed by SARS-CoV-2 to avoid the type I IFN response is illustrated in both models.
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Affiliation(s)
- Thomas W.M. Crozier
- Department of Medicine, Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge, Cambridge, CB2 0AW, UK
| | - Edward J.D. Greenwood
- Department of Medicine, Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge, Cambridge, CB2 0AW, UK
| | - James C. Williamson
- Department of Medicine, Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge, Cambridge, CB2 0AW, UK
| | - Wenrui Guo
- Department of Medicine, Addenbrookes Hospital, University of Cambridge, Cambridge, CB2 0QQ, UK
| | - Linsey M. Porter
- Department of Medicine, Addenbrookes Hospital, University of Cambridge, Cambridge, CB2 0QQ, UK
| | - Ildar Gabaev
- Department of Medicine, Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge, Cambridge, CB2 0AW, UK
| | - Ana Teixeira-Silva
- Department of Medicine, Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge, Cambridge, CB2 0AW, UK
| | - Guinevere L. Grice
- Department of Medicine, Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge, Cambridge, CB2 0AW, UK
| | - Arthur Wickenhagen
- MRC - University of Glasgow Centre for Virus Research, Glasgow, G61 1QH, UK
| | - Richard J. Stanton
- Division of Infection and Immunity, School of Medicine, Cardiff University, Cardiff, CF14 4XN, UK
| | - Eddie C. Y. Wang
- Division of Infection and Immunity, School of Medicine, Cardiff University, Cardiff, CF14 4XN, UK
| | - Sam J. Wilson
- MRC - University of Glasgow Centre for Virus Research, Glasgow, G61 1QH, UK
| | - Nicholas J. Matheson
- Department of Medicine, Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge, Cambridge, CB2 0AW, UK
- NHS Blood and Transplant, Cambridge, CB2 0PT, UK
| | - James A. Nathan
- Department of Medicine, Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge, Cambridge, CB2 0AW, UK
| | - Frank McCaughan
- Department of Medicine, Addenbrookes Hospital, University of Cambridge, Cambridge, CB2 0QQ, UK
| | - Paul J. Lehner
- Department of Medicine, Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge, Cambridge, CB2 0AW, UK
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39
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Yip KM, Lee KM, Ng TB, Xu S, Yung KKL, Qu S, Cheung AKL, Sze SCW. An anti-inflammatory and anti-fibrotic proprietary Chinese medicine nasal spray designated as Allergic Rhinitis Nose Drops (ARND) with potential to prevent SARS-CoV-2 coronavirus infection by targeting RBD (Delta)- angiotensin converting enzyme 2 (ACE2) binding. Chin Med 2022; 17:88. [PMID: 35897044 PMCID: PMC9328017 DOI: 10.1186/s13020-022-00635-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 06/18/2022] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND Since the outbreak of COVID-19 has resulted in over 313,000,000 confirmed cases of infection and over 5,500,000 deaths, substantial research work has been conducted to discover agents/ vaccines against COVID-19. Undesired adverse effects were observed in clinical practice and common vaccines do not protect the nasal tissue. An increasing volume of direct evidence based on clinical studies of traditional Chinese medicines (TCM) in the treatment of COVID-19 has been reported. However, the safe anti-inflammatory and anti-fibrotic proprietary Chinese medicines nasal spray, designated as Allergic Rhinitis Nose Drops (ARND), and its potential of re-purposing for suppressing viral infection via SARS-CoV-2 RBD (Delta)- angiotensin converting enzyme 2 (ACE2) binding have not been elucidated. PURPOSE To characterize ARND as a potential SARS-CoV-2 entry inhibitor for its possible preventive application in anti-virus hygienic agent. METHODS Network pharmacology analysis of ARND was adopted to asacertain gene targets which were commonly affected by COVID-19. The inhibitory effect of ARND on viral infection was determined by an in vitro pseudovirus assay. Furthermore, ARND was confirmed to have a strong binding affinity with ACE2 and SARS-CoV-2 spike-RBD (Delta) by ELISA. Finally, inflammatory and fibrotic cell models were used in conjunction in this study. RESULTS The results suggested ARND not only inhibited pseudovirus infection and undermined the binding affinity between ACE2 and the Spike protein (Delta), but also attenuated the inflammatory response upon infection and may lead to a better prognosis with a lower risk of pulmonary fibrosis. The data in this study also provide a basis for further development of ARND as an antiviral hygienic product and further investigations on ARND in the live virus, in vivo and COVID-19 patients. ARND holds promise for use in the current COVID-19 outbreak as well as in future pandemics. CONCLUSION ARND could be considered as a safe anti-SARS-CoV-2 agent with potential to prevent SARS-CoV-2 coronavirus infection.
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Affiliation(s)
- Ka Man Yip
- Department of Biology, Faculty of Science, Hong Kong Baptist University, Kowloon Tong, Hong Kong, Special Administrative Region, China.,Golden Meditech Center for NeuroRegeneration Sciences, Hong Kong Baptist University, Kowloon Tong, Hong Kong, Special Administrative Region, China
| | - Kwan Ming Lee
- Department of Biology, Faculty of Science, Hong Kong Baptist University, Kowloon Tong, Hong Kong, Special Administrative Region, China.,Golden Meditech Center for NeuroRegeneration Sciences, Hong Kong Baptist University, Kowloon Tong, Hong Kong, Special Administrative Region, China
| | - Tzi Bun Ng
- School of Biomedical Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong, Special Administrative Region, China
| | - Shujun Xu
- Department of Biology, Faculty of Science, Hong Kong Baptist University, Kowloon Tong, Hong Kong, Special Administrative Region, China.,Golden Meditech Center for NeuroRegeneration Sciences, Hong Kong Baptist University, Kowloon Tong, Hong Kong, Special Administrative Region, China
| | - Ken Kin Lam Yung
- Department of Biology, Faculty of Science, Hong Kong Baptist University, Kowloon Tong, Hong Kong, Special Administrative Region, China. .,Golden Meditech Center for NeuroRegeneration Sciences, Hong Kong Baptist University, Kowloon Tong, Hong Kong, Special Administrative Region, China.
| | - Shaogang Qu
- Department of Neurology, Nanfang Hospital, Southern Medical University, Guangzhou, China. .,Guangdong-Hong Kong-Macao Greater Bay Area Center for Brain Science and Brain-Inspired Intelligence, Guangzhou, 510515, Guangdong, China. .,Key Laboratory of Mental Health of the Ministry of Education, Southern Medical University, Guangzhou, 510515, Guangdong, China.
| | - Allen Ka Loon Cheung
- Department of Biology, Faculty of Science, Hong Kong Baptist University, Kowloon Tong, Hong Kong, Special Administrative Region, China.
| | - Stephen Cho Wing Sze
- Department of Biology, Faculty of Science, Hong Kong Baptist University, Kowloon Tong, Hong Kong, Special Administrative Region, China. .,Golden Meditech Center for NeuroRegeneration Sciences, Hong Kong Baptist University, Kowloon Tong, Hong Kong, Special Administrative Region, China.
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40
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Hamele CE, Russell AB, Heaton NS. In Vivo Profiling of Individual Multiciliated Cells during Acute Influenza A Virus Infection. J Virol 2022; 96:e0050522. [PMID: 35867557 PMCID: PMC9327675 DOI: 10.1128/jvi.00505-22] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 06/03/2022] [Indexed: 01/09/2023] Open
Abstract
Influenza virus infections are thought to be initiated in a small number of cells; however, the heterogeneity across the cellular responses of the epithelial cells during establishment of disease is incompletely understood. Here, we used an H1N1 influenza virus encoding a fluorescent reporter gene, a cell lineage-labeling transgenic mouse line, and single-cell RNA sequencing to explore the range of responses in a susceptible epithelial cell population during an acute influenza A virus (IAV) infection. Focusing on multiciliated cells, we identified a subpopulation that basally expresses interferon-stimulated genes (ISGs), which we hypothesize may be important for the early response to infection. We subsequently found that a population of infected ciliated cells produce most of the ciliated cell-derived inflammatory cytokines, and nearly all bystander ciliated cells induce a broadly antiviral state. From these data together, we propose that variable preexisting gene expression patterns in the initial cells targeted by the virus may ultimately affect the establishment of viral disease. IMPORTANCE Influenza A virus poses a significant threat to public health, and each year, millions of people in the United States alone are exposed to the virus. We do not currently, however, fully understand why some individuals clear the infection asymptomatically and others become severely ill. Understanding how these divergent phenotypes arise could eventually be leveraged to design therapeutics that prevent severe disease. As a first step toward understanding these different infection states, we used a technology that allowed us to determine how thousands of individual murine lung epithelial cells behaved before and during IAV infection. We found that small subsets of epithelial cells exhibited an antiviral state prior to infection, and similarly, some cells made high levels of inflammatory cytokines during infection. We propose that different ratios of these individual cellular responses may contribute to the broader antiviral state of the lung and may ultimately affect disease severity.
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Affiliation(s)
- Cait E. Hamele
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Alistair B. Russell
- Division of Biological Sciences, University of California, San Diego, San Diego, California, USA
| | - Nicholas S. Heaton
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, North Carolina, USA
- Duke Human Vaccine Institute, Duke University School of Medicine, Durham, North Carolina, USA
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41
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Mick E, Tsitsiklis A, Spottiswoode N, Caldera S, Serpa PH, Detweiler AM, Neff N, Pisco AO, Li LM, Retallack H, Ratnasiri K, Williamson KM, Soesanto V, Simões EAF, Smith C, Abuogi L, Kistler A, Wagner BD, DeRisi JL, Ambroggio L, Mourani PM, Langelier CR. Upper airway gene expression shows a more robust adaptive immune response to SARS-CoV-2 in children. Nat Commun 2022; 13:3937. [PMID: 35803954 PMCID: PMC9263813 DOI: 10.1038/s41467-022-31600-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 05/31/2022] [Indexed: 12/24/2022] Open
Abstract
Unlike other respiratory viruses, SARS-CoV-2 disproportionately causes severe disease in older adults whereas disease burden in children is lower. To investigate whether differences in the upper airway immune response may contribute to this disparity, we compare nasopharyngeal gene expression in 83 children (<19-years-old; 38 with SARS-CoV-2, 11 with other respiratory viruses, 34 with no virus) and 154 older adults (>40-years-old; 45 with SARS-CoV-2, 28 with other respiratory viruses, 81 with no virus). Expression of interferon-stimulated genes is robustly activated in both children and adults with SARS-CoV-2 infection compared to the respective non-viral groups, with only subtle distinctions. Children, however, demonstrate markedly greater upregulation of pathways related to B cell and T cell activation and proinflammatory cytokine signaling, including response to TNF and production of IFNγ, IL-2 and IL-4. Cell type deconvolution confirms greater recruitment of B cells, and to a lesser degree macrophages, to the upper airway of children. Only children exhibit a decrease in proportions of ciliated cells, among the primary targets of SARS-CoV-2, upon infection. These findings demonstrate that children elicit a more robust innate and especially adaptive immune response to SARS-CoV-2 in the upper airway that likely contributes to their protection from severe disease in the lower airway.
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Affiliation(s)
- Eran Mick
- Division of Infectious Diseases, University of California, San Francisco, CA, USA.,Division of Pulmonary and Critical Care Medicine, University of California, San Francisco, CA, USA.,Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Alexandra Tsitsiklis
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Natasha Spottiswoode
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Saharai Caldera
- Division of Infectious Diseases, University of California, San Francisco, CA, USA.,Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Paula Hayakawa Serpa
- Division of Infectious Diseases, University of California, San Francisco, CA, USA.,Chan Zuckerberg Biohub, San Francisco, CA, USA
| | | | - Norma Neff
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | | | - Lucy M Li
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Hanna Retallack
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | | | - Kayla M Williamson
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Victoria Soesanto
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Eric A F Simões
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Christiana Smith
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Lisa Abuogi
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Amy Kistler
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Brandie D Wagner
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA.,Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Joseph L DeRisi
- Chan Zuckerberg Biohub, San Francisco, CA, USA.,Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | - Lilliam Ambroggio
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Peter M Mourani
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA.,Arkansas Children's Research Institute, Arkansas Children's Hospital, Little Rock, AR, USA
| | - Charles R Langelier
- Division of Infectious Diseases, University of California, San Francisco, CA, USA. .,Chan Zuckerberg Biohub, San Francisco, CA, USA.
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42
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Beyer DK, Forero A. Mechanisms of Antiviral Immune Evasion of SARS-CoV-2. J Mol Biol 2022; 434:167265. [PMID: 34562466 PMCID: PMC8457632 DOI: 10.1016/j.jmb.2021.167265] [Citation(s) in RCA: 57] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 09/14/2021] [Accepted: 09/14/2021] [Indexed: 12/16/2022]
Abstract
Coronavirus disease (COVID-19) is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and is characterized by a delayed interferon (IFN) response and high levels of proinflammatory cytokine expression. Type I and III IFNs serve as a first line of defense during acute viral infections and are readily antagonized by viruses to establish productive infection. A rapidly growing body of work has interrogated the mechanisms by which SARS-CoV-2 antagonizes both IFN induction and IFN signaling to establish productive infection. Here, we summarize these findings and discuss the molecular interactions that prevent viral RNA recognition, inhibit the induction of IFN gene expression, and block the response to IFN treatment. We also describe the mechanisms by which SARS-CoV-2 viral proteins promote host shutoff. A detailed understanding of the host-pathogen interactions that unbalance the IFN response is critical for the design and deployment of host-targeted therapeutics to manage COVID-19.
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Affiliation(s)
- Daniel K. Beyer
- Molecular Genetics, College of Arts and Sciences, The Ohio State University, Columbus, OH 43210, USA
| | - Adriana Forero
- Department of Microbial Infection and Immunity, College of Medicine, The Ohio State University, Columbus, OH 43210, USA,Corresponding author
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43
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Zhao X, Chen D, Li X, Griffith L, Chang J, An P, Guo JT. Interferon Control of Human Coronavirus Infection and Viral Evasion: Mechanistic Insights and Implications for Antiviral Drug and Vaccine Development. J Mol Biol 2022; 434:167438. [PMID: 34990653 PMCID: PMC8721920 DOI: 10.1016/j.jmb.2021.167438] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 12/24/2021] [Accepted: 12/29/2021] [Indexed: 12/16/2022]
Abstract
Recognition of viral infections by various pattern recognition receptors (PRRs) activates an inflammatory cytokine response that inhibits viral replication and orchestrates the activation of adaptive immune responses to control the viral infection. The broadly active innate immune response puts a strong selective pressure on viruses and drives the selection of variants with increased capabilities to subvert the induction and function of antiviral cytokines. This revolutionary process dynamically shapes the host ranges, cell tropism and pathogenesis of viruses. Recent studies on the innate immune responses to the infection of human coronaviruses (HCoV), particularly SARS-CoV-2, revealed that HCoV infections can be sensed by endosomal toll-like receptors and/or cytoplasmic RIG-I-like receptors in various cell types. However, the profiles of inflammatory cytokines and transcriptome response induced by a specific HCoV are usually cell type specific and determined by the virus-specific mechanisms of subverting the induction and function of interferons and inflammatory cytokines as well as the genetic trait of the host genes of innate immune pathways. We review herein the recent literatures on the innate immune responses and their roles in the pathogenesis of HCoV infections with emphasis on the pathobiological roles and therapeutic effects of type I interferons in HCoV infections and their antiviral mechanisms. The knowledge on the mechanism of innate immune control of HCoV infections and viral evasions should facilitate the development of therapeutics for induction of immune resolution of HCoV infections and vaccines for efficient control of COVID-19 pandemics and other HCoV infections.
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Affiliation(s)
- Xuesen Zhao
- Beijing Key Laboratory of Emerging Infectious Diseases, Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing 100015, China; Beijing Institute of Infectious Diseases, Beijing 100015, China; National Center for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing 100015, China.
| | - Danying Chen
- Beijing Key Laboratory of Emerging Infectious Diseases, Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing 100015, China; Beijing Institute of Infectious Diseases, Beijing 100015, China; National Center for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing 100015, China
| | - Xinglin Li
- Beijing Key Laboratory of Emerging Infectious Diseases, Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing 100015, China; Beijing Institute of Infectious Diseases, Beijing 100015, China; National Center for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing 100015, China
| | - Lauren Griffith
- Baruch S. Blumberg Institute, Hepatitis B Foundation, 3805 Old Easton Road, Doylestown, PA 18902, USA
| | - Jinhong Chang
- Baruch S. Blumberg Institute, Hepatitis B Foundation, 3805 Old Easton Road, Doylestown, PA 18902, USA
| | - Ping An
- Basic Research Laboratory, National Cancer Institute, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Ju-Tao Guo
- Baruch S. Blumberg Institute, Hepatitis B Foundation, 3805 Old Easton Road, Doylestown, PA 18902, USA.
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44
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Wang X, Bai H, Ma J, Qin H, Zeng Q, Hu F, Jiang T, Mao W, Zhao Y, Chen X, Qi X, Li M, Xu J, Hao J, Wang Y, Ding X, Liu Y, Huang T, Fang C, Ge C, Li D, Hu K, Ren X, Zhang B, Zhang B, Shi B, Zhang C. Identification of Distinct Immune Cell Subsets Associated With Asymptomatic Infection, Disease Severity, and Viral Persistence in COVID-19 Patients. Front Immunol 2022; 13:812514. [PMID: 35281000 PMCID: PMC8905648 DOI: 10.3389/fimmu.2022.812514] [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: 11/10/2021] [Accepted: 02/04/2022] [Indexed: 01/08/2023] Open
Abstract
The cell-mediated protective and pathogenic immune responses to SARS-CoV-2 infection remain largely elusive. Here we identified 76 distinct cell subsets in the PBMC samples that were associated with various clinical presentations of COVID-19 using scRNA-seq technology coupled with a deep and comprehensive analysis of unique cell surface markers and differentially expressed genes. We revealed that (TRAV1-2+CD8+)MAIT cells and (NCAM1hiCD160+)NK cells significantly enriched in the asymptomatic subjects whereas (LAG3+CD160+CD8+)NKT cells increased in the symptomatic patients. We also observed that (CD68-CSF1R-IL1BhiCD14+)classical monocytes were positively correlated with the disease severity. Moreover, (CD33-HLA-DMA-CD14+)classical monocytes and (CLEC10A-S100A9lo)pDC were associated with the viral persistence. The GO and KEGG analyses identified enriched pathways related to immune responses, inflammation, and apoptosis. These findings may enhance our understanding of the immunopathogenesis of COVID-19 and help develop novel strategies against SARS-CoV-2 infection.
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Affiliation(s)
- Xiaorui Wang
- Precision Medicine Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,The MED-X Institute, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Han Bai
- Precision Medicine Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,The MED-X Institute, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Junpeng Ma
- Precision Medicine Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,The MED-X Institute, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Hongyu Qin
- Precision Medicine Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,The MED-X Institute, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Qiqi Zeng
- Precision Medicine Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,The MED-X Institute, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Fang Hu
- Precision Medicine Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,The MED-X Institute, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | | | - Weikang Mao
- LC-Bio Technologies, Co., Ltd., Hangzhou, China
| | - Yang Zhao
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan, China
| | - Xiaobei Chen
- Department of Infectious Diseases, The Renmin Hospital of Wuhan University, Wuhan, China
| | - Xin Qi
- Precision Medicine Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,The MED-X Institute, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Mengyang Li
- Precision Medicine Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Department of Endocrinology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Jiao Xu
- Precision Medicine Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,The MED-X Institute, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Jingcan Hao
- Cancer Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Yankui Wang
- Dialysis Center, The Renmin Hospital of Wuhan University, Wuhan, China
| | - Xi Ding
- Department of Endocrinology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Yuanrui Liu
- LC-Bio Technologies, Co., Ltd., Hangzhou, China
| | | | - Chao Fang
- LC-Bio Technologies, Co., Ltd., Hangzhou, China
| | - Changli Ge
- LC-Bio Technologies, Co., Ltd., Hangzhou, China
| | - Dong Li
- Department of Clinical Laboratory, The Renmin Hospital of Wuhan University, Wuhan, China
| | - Ke Hu
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan, China
| | - Xianwen Ren
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences, Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Beijing Advanced Innovation Center for Genomics (ICG), Peking University, Beijing, China
| | - Baojun Zhang
- Department of Pathogenic Microbiology and Immunology, School of Basic Medical Sciences, Xi'an Jiaotong University, Xi'an, China
| | | | - Bingyin Shi
- Department of Endocrinology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Chengsheng Zhang
- Precision Medicine Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,The MED-X Institute, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Cancer Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,The Jackson Laboratory for Genomic Medicine, Farmington, CT, United States
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45
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Multiscale Model of Antiviral Timing, Potency, and Heterogeneity Effects on an Epithelial Tissue Patch Infected by SARS-CoV-2. Viruses 2022; 14:v14030605. [PMID: 35337012 PMCID: PMC8953050 DOI: 10.3390/v14030605] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 03/08/2022] [Accepted: 03/10/2022] [Indexed: 02/06/2023] Open
Abstract
We extend our established agent-based multiscale computational model of infection of lung tissue by SARS-CoV-2 to include pharmacokinetic and pharmacodynamic models of remdesivir. We model remdesivir treatment for COVID-19; however, our methods are general to other viral infections and antiviral therapies. We investigate the effects of drug potency, drug dosing frequency, treatment initiation delay, antiviral half-life, and variability in cellular uptake and metabolism of remdesivir and its active metabolite on treatment outcomes in a simulated patch of infected epithelial tissue. Non-spatial deterministic population models which treat all cells of a given class as identical can clarify how treatment dosage and timing influence treatment efficacy. However, they do not reveal how cell-to-cell variability affects treatment outcomes. Our simulations suggest that for a given treatment regime, including cell-to-cell variation in drug uptake, permeability and metabolism increase the likelihood of uncontrolled infection as the cells with the lowest internal levels of antiviral act as super-spreaders within the tissue. The model predicts substantial variability in infection outcomes between similar tissue patches for different treatment options. In models with cellular metabolic variability, antiviral doses have to be increased significantly (>50% depending on simulation parameters) to achieve the same treatment results as with the homogeneous cellular metabolism.
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46
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Brocke SA, Billings GT, Taft-Benz S, Alexis NE, Heise MT, Jaspers I. Woodsmoke particle exposure prior to SARS-CoV-2 infection alters antiviral response gene expression in human nasal epithelial cells in a sex-dependent manner. Am J Physiol Lung Cell Mol Physiol 2022; 322:L479-L494. [PMID: 35107034 PMCID: PMC8917918 DOI: 10.1152/ajplung.00362.2021] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 12/13/2021] [Accepted: 01/27/2022] [Indexed: 12/25/2022] Open
Abstract
Inhalational exposure to particulate matter (PM) derived from natural or anthropogenic sources alters gene expression in the airways and increases susceptibility to respiratory viral infection. Woodsmoke-derived ambient PM from wildfire events during 2020 was associated with higher COVID-19 case rates in the western United States. We hypothesized that exposure to suspensions of woodsmoke particles (WSPs) or diesel exhaust particles (DEPs) prior to SARS-CoV-2 infection would alter host immune gene expression at the transcript level. Primary human nasal epithelial cells (hNECs) from both sexes were exposed to WSPs or DEPs (22 μg/cm2) for 2 h, followed by infection with SARS-CoV-2 at a multiplicity of infection of 0.5. Forty-six genes related to SARS-CoV-2 entry and host response were assessed. Particle exposure alone minimally affected gene expression, whereas SARS-CoV-2 infection alone induced a robust transcriptional response in hNECs, upregulating type I and III interferons, interferon-stimulated genes, and chemokines by 72 h postinfection (p.i.). This upregulation was higher overall in cells from male donors. However, exposure to WSPs prior to infection dampened expression of antiviral, interferon, and chemokine mRNAs. Sex stratification of these results revealed that WSP exposure downregulated gene expression in cells from females more so than males. We next hypothesized that hNECs exposed to particles would have increased apical viral loads compared with unexposed cells. Although apical viral load was correlated to expression of host response genes, viral titer did not differ between groups. These data indicate that WSPs alter epithelial immune responses in a sex-dependent manner, potentially suppressing host defense to SARS-CoV-2 infection.
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Affiliation(s)
- Stephanie A Brocke
- Curriculum in Toxicology and Environmental Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - Grant T Billings
- Crop and Soil Sciences Department, North Carolina State University, Raleigh, North Carolina
| | - Sharon Taft-Benz
- Department of Genetics, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Neil E Alexis
- Center for Environmental Medicine, Asthma, and Lung Biology, University of North Carolina, Chapel Hill, North Carolina
| | - Mark T Heise
- Department of Genetics, University of North Carolina School of Medicine, Chapel Hill, North Carolina
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, North Carolina
| | - Ilona Jaspers
- Curriculum in Toxicology and Environmental Medicine, University of North Carolina, Chapel Hill, North Carolina
- Center for Environmental Medicine, Asthma, and Lung Biology, University of North Carolina, Chapel Hill, North Carolina
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47
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Teo A, Chua CLL, Chan LLY. Airway models in a pandemic: Suitability of models in modeling SARS-CoV-2. PLoS Pathog 2022; 18:e1010432. [PMID: 35349597 PMCID: PMC8963546 DOI: 10.1371/journal.ppat.1010432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Affiliation(s)
- Andrew Teo
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Department of Medicine, The Doherty Institute, University of Melbourne, Melbourne, Australia
| | - Caroline Lin Lin Chua
- School of Biosciences, Faculty of Health and Medicine Sciences, Taylor’s University, Subang Jaya, Malaysia
| | - Louisa L. Y. Chan
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
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48
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Wang R, Hume AJ, Beermann ML, Simone-Roach C, Lindstrom-Vautrin J, Le Suer J, Huang J, Olejnik J, Villacorta-Martin C, Bullitt E, Hinds A, Ghaedi M, Rollins S, Werder RB, Abo KM, Wilson AA, Mühlberger E, Kotton DN, Hawkins FJ. Human airway lineages derived from pluripotent stem cells reveal the epithelial responses to SARS-CoV-2 infection. Am J Physiol Lung Cell Mol Physiol 2022; 322:L462-L478. [PMID: 35020534 PMCID: PMC8917936 DOI: 10.1152/ajplung.00397.2021] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 12/02/2021] [Accepted: 12/15/2021] [Indexed: 02/01/2023] Open
Abstract
There is an urgent need to understand how SARS-CoV-2 infects the airway epithelium and in a subset of individuals leads to severe illness or death. Induced pluripotent stem cells (iPSCs) provide a near limitless supply of human cells that can be differentiated into cell types of interest, including airway epithelium, for disease modeling. We present a human iPSC-derived airway epithelial platform, composed of the major airway epithelial cell types, that is permissive to SARS-CoV-2 infection. Subsets of iPSC-airway cells express the SARS-CoV-2 entry factors angiotensin-converting enzyme 2 (ACE2), and transmembrane protease serine 2 (TMPRSS2). Multiciliated cells are the primary initial target of SARS-CoV-2 infection. On infection with SARS-CoV-2, iPSC-airway cells generate robust interferon and inflammatory responses, and treatment with remdesivir or camostat mesylate causes a decrease in viral propagation and entry, respectively. In conclusion, iPSC-derived airway cells provide a physiologically relevant in vitro model system to interrogate the pathogenesis of, and develop treatment strategies for, COVID-19 pneumonia.
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Affiliation(s)
- Ruobing Wang
- Center for Regenerative Medicine of Boston University and Boston Medical Center, Boston, Massachusetts
- Division of Pulmonary Medicine, Boston Children's Hospital, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Adam J Hume
- Department of Microbiology, Boston University School of Medicine, Boston, Massachusetts
- National Emerging Infectious Diseases Laboratories, Boston University, Boston, Massachusetts
| | - Mary Lou Beermann
- Center for Regenerative Medicine of Boston University and Boston Medical Center, Boston, Massachusetts
- The Pulmonary Center and Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Chantelle Simone-Roach
- Center for Regenerative Medicine of Boston University and Boston Medical Center, Boston, Massachusetts
- Division of Pulmonary Medicine, Boston Children's Hospital, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | | | - Jake Le Suer
- Center for Regenerative Medicine of Boston University and Boston Medical Center, Boston, Massachusetts
- The Pulmonary Center and Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Jessie Huang
- Center for Regenerative Medicine of Boston University and Boston Medical Center, Boston, Massachusetts
- The Pulmonary Center and Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Judith Olejnik
- Department of Microbiology, Boston University School of Medicine, Boston, Massachusetts
- National Emerging Infectious Diseases Laboratories, Boston University, Boston, Massachusetts
| | - Carlos Villacorta-Martin
- Center for Regenerative Medicine of Boston University and Boston Medical Center, Boston, Massachusetts
| | - Esther Bullitt
- Department of Physiology & Biophysics, Boston University, Boston, Massachusetts
| | - Anne Hinds
- The Pulmonary Center and Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Mahboobe Ghaedi
- Research and Early Development Respiratory & Inflammation (R&I), BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, Maryland
| | - Stuart Rollins
- Division of Pulmonary Medicine, Boston Children's Hospital, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Rhiannon B Werder
- Center for Regenerative Medicine of Boston University and Boston Medical Center, Boston, Massachusetts
- The Pulmonary Center and Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
- QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | - Kristine M Abo
- Center for Regenerative Medicine of Boston University and Boston Medical Center, Boston, Massachusetts
- The Pulmonary Center and Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Andrew A Wilson
- Center for Regenerative Medicine of Boston University and Boston Medical Center, Boston, Massachusetts
- The Pulmonary Center and Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Elke Mühlberger
- Department of Microbiology, Boston University School of Medicine, Boston, Massachusetts
- National Emerging Infectious Diseases Laboratories, Boston University, Boston, Massachusetts
| | - Darrell N Kotton
- Center for Regenerative Medicine of Boston University and Boston Medical Center, Boston, Massachusetts
- The Pulmonary Center and Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
- Department of Pathology & Laboratory Medicine, Boston University School of Medicine, Boston Medical Center, Boston, Massachusetts
| | - Finn J Hawkins
- Center for Regenerative Medicine of Boston University and Boston Medical Center, Boston, Massachusetts
- The Pulmonary Center and Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
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49
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Leisman DE, Mehta A, Thompson BT, Charland NC, Gonye ALK, Gushterova I, Kays KR, Khanna HK, LaSalle TJ, Lavin-Parsons KM, Lilley BM, Lodenstein CL, Manakongtreecheep K, Margolin JD, McKaig BN, Rojas-Lopez M, Russo BC, Sharma N, Tantivit J, Thomas MF, Parry BA, Villani AC, Sade-Feldman M, Hacohen N, Filbin MR, Goldberg MB. Alveolar, Endothelial, and Organ Injury Marker Dynamics in Severe COVID-19. Am J Respir Crit Care Med 2022; 205:507-519. [PMID: 34878969 PMCID: PMC8906476 DOI: 10.1164/rccm.202106-1514oc] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 12/07/2021] [Indexed: 11/23/2022] Open
Abstract
Rationale: Alveolar and endothelial injury may be differentially associated with coronavirus disease (COVID-19) severity over time. Objectives: To describe alveolar and endothelial injury dynamics and associations with COVID-19 severity, cardiorenovascular injury, and outcomes. Methods: This single-center observational study enrolled patients with COVID-19 requiring respiratory support at emergency department presentation. More than 40 markers of alveolar (including receptor for advanced glycation endproducts [RAGE]), endothelial (including angiopoietin-2), and cardiorenovascular injury (including renin, kidney injury molecule-1, and troponin-I) were serially compared between invasively and spontaneously ventilated patients using mixed-effects repeated-measures models. Ventilatory ratios were calculated for intubated patients. Associations of biomarkers with modified World Health Organization scale at Day 28 were determined with multivariable proportional-odds regression. Measurements and Main Results: Of 225 patients, 74 (33%) received invasive ventilation at Day 0. RAGE was 1.80-fold higher in invasive ventilation patients at Day 0 (95% confidence interval [CI], 1.50-2.17) versus spontaneous ventilation, but decreased over time in all patients. Changes in alveolar markers did not correlate with changes in endothelial, cardiac, or renal injury markers. In contrast, endothelial markers were similar to lower at Day 0 for invasive ventilation versus spontaneous ventilation, but then increased over time only among intubated patients. In intubated patients, angiopoietin-2 was similar (fold difference, 1.02; 95% CI, 0.89-1.17) to nonintubated patients at Day 0 but 1.80-fold higher (95% CI, 1.56-2.06) at Day 3; cardiorenovascular injury markers showed similar patterns. Endothelial markers were not consistently associated with ventilatory ratios. Endothelial markers were more often significantly associated with 28-day outcomes than alveolar markers. Conclusions: Alveolar injury markers increase early. Endothelial injury markers increase later and are associated with cardiorenovascular injury and 28-day outcome. Alveolar and endothelial injury likely contribute at different times to disease progression in severe COVID-19.
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Affiliation(s)
- Daniel E. Leisman
- Department of Anesthesiology, Critical Care, and Pain Medicine
- Department of Medicine
| | - Arnav Mehta
- Massachusetts General Hospital Cancer Center
- Department of Medicine
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, Massachusetts; and
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | | | | | - Anna L. K. Gonye
- Center for Cancer Research
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, Massachusetts; and
| | - Irena Gushterova
- Center for Cancer Research
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, Massachusetts; and
| | | | | | - Thomas J. LaSalle
- Center for Cancer Research
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, Massachusetts; and
| | | | | | | | - Kasidet Manakongtreecheep
- Center for Cancer Research
- Center for Immunology and Inflammatory Diseases, and
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, Massachusetts; and
| | | | | | - Maricarmen Rojas-Lopez
- Center for Bacterial Pathogenesis, Division of Infectious Diseases, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
- Department of Medicine
- Department of Microbiology, and
| | - Brian C. Russo
- Center for Bacterial Pathogenesis, Division of Infectious Diseases, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
- Department of Medicine
- Department of Microbiology, and
| | - Nihaarika Sharma
- Center for Cancer Research
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, Massachusetts; and
| | - Jessica Tantivit
- Center for Cancer Research
- Center for Immunology and Inflammatory Diseases, and
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, Massachusetts; and
| | - Molly F. Thomas
- Center for Cancer Research
- Center for Immunology and Inflammatory Diseases, and
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, Massachusetts; and
| | | | - Alexandra-Chloé Villani
- Massachusetts General Hospital Cancer Center
- Department of Medicine
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, Massachusetts; and
| | - Moshe Sade-Feldman
- Massachusetts General Hospital Cancer Center
- Department of Medicine
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, Massachusetts; and
| | - Nir Hacohen
- Massachusetts General Hospital Cancer Center
- Department of Medicine
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, Massachusetts; and
| | - Michael R. Filbin
- Department of Emergency Medicine, and
- Department of Emergency Medicine, Harvard Medical School, Boston, Massachusetts
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, Massachusetts; and
| | - Marcia B. Goldberg
- Center for Bacterial Pathogenesis, Division of Infectious Diseases, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
- Department of Medicine
- Department of Microbiology, and
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, Massachusetts; and
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50
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Gamage AM, Tan KS, Chan WOY, Lew ZZR, Liu J, Tan CW, Rajagopalan D, Lin QXX, Tan LM, Venkatesh PN, Ong YK, Thong M, Lin RTP, Prabhakar S, Wang DY, Wang LF. Human Nasal Epithelial Cells Sustain Persistent SARS-CoV-2 Infection In Vitro, despite Eliciting a Prolonged Antiviral Response. mBio 2022; 13:e0343621. [PMID: 35038898 PMCID: PMC8764519 DOI: 10.1128/mbio.03436-21] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 12/06/2021] [Indexed: 01/16/2023] Open
Abstract
The dynamics of SARS-CoV-2 infection in COVID-19 patients are highly variable, with a subset of patients demonstrating prolonged virus shedding, which poses a significant challenge for disease management and transmission control. In this study, the long-term dynamics of SARS-CoV-2 infection were investigated using a human well-differentiated nasal epithelial cell (NEC) model of infection. NECs were observed to release SARS-CoV-2 virus onto the apical surface for up to 28 days postinfection (dpi), further corroborated by viral antigen staining. Single-cell transcriptome sequencing (sc-seq) was utilized to explore the host response from infected NECs after short-term (3-dpi) and long-term (28-dpi) infection. We identified a unique population of cells harboring high viral loads present at both 3 and 28 dpi, characterized by expression of cell stress-related genes DDIT3 and ATF3 and enriched for genes involved in tumor necrosis factor alpha (TNF-α) signaling and apoptosis. Remarkably, this sc-seq analysis revealed an antiviral gene signature within all NEC cell types even at 28 dpi. We demonstrate increased replication of basal cells, absence of widespread cell death within the epithelial monolayer, and the ability of SARS-CoV-2 to replicate despite a continuous interferon response as factors likely contributing to SARS-CoV-2 persistence. This study provides a model system for development of therapeutics aimed at improving viral clearance in immunocompromised patients and implies a crucial role for immune cells in mediating viral clearance from infected epithelia. IMPORTANCE Increasing medical attention has been drawn to the persistence of symptoms (long-COVID syndrome) or live virus shedding from subsets of COVID-19 patients weeks to months after the initial onset of symptoms. In vitro approaches to model viral or symptom persistence are needed to fully dissect the complex and likely varied mechanisms underlying these clinical observations. We show that in vitro differentiated human NECs are persistently infected with SARS-CoV-2 for up to 28 dpi. This viral replication occurred despite the presence of an antiviral gene signature across all NEC cell types even at 28 dpi. This indicates that epithelial cell intrinsic antiviral responses are insufficient for the clearance of SARS-CoV-2, implying an essential role for tissue-resident and infiltrating immune cells for eventual viral clearance from infected airway tissue in COVID-19 patients.
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Affiliation(s)
- Akshamal M. Gamage
- Programme in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore
| | - Kai Sen Tan
- Department of Otolaryngology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Infectious Diseases Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Biosafety Level 3 Core Facility, Yong Loo Lin School of Medicine, National University Health System, National University of Singapore, Singapore
| | - Wharton O. Y. Chan
- Programme in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore
| | - Zhe Zhang Ryan Lew
- Department of Otolaryngology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Infectious Diseases Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Jing Liu
- Department of Otolaryngology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Infectious Diseases Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Chee Wah Tan
- Programme in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore
| | - Deepa Rajagopalan
- Laboratory of Systems Biology and Data Analytics, Genome Institute of Singapore, Singapore
| | - Quy Xiao Xuan Lin
- Laboratory of Systems Biology and Data Analytics, Genome Institute of Singapore, Singapore
| | - Le Min Tan
- Laboratory of Systems Biology and Data Analytics, Genome Institute of Singapore, Singapore
| | | | - Yew Kwang Ong
- Department of Otolaryngology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Otolaryngology–Head & Neck Surgery, National University Health System, Singapore
| | - Mark Thong
- Department of Otolaryngology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Otolaryngology–Head & Neck Surgery, National University Health System, Singapore
| | - Raymond Tzer Pin Lin
- Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- National Public Health Laboratory, National Centre for Infectious Diseases, Singapore
| | - Shyam Prabhakar
- Laboratory of Systems Biology and Data Analytics, Genome Institute of Singapore, Singapore
| | - De Yun Wang
- Department of Otolaryngology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Infectious Diseases Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Lin-Fa Wang
- Programme in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore
- SingHealth Duke-NUS Global Health Institute, Singapore
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