ABSTRACT
Tau (MAPT) drives neuronal dysfunction in Alzheimer disease (AD) and other tauopathies. To dissect the underlying mechanisms, we combined an engineered ascorbic acid peroxidase (APEX) approach with quantitative affinity purification mass spectrometry (AP-MS) followed by proximity ligation assay (PLA) to characterize Tau interactomes modified by neuronal activity and mutations that cause frontotemporal dementia (FTD) in human induced pluripotent stem cell (iPSC)-derived neurons. We established interactions of Tau with presynaptic vesicle proteins during activity-dependent Tau secretion and mapped the Tau-binding sites to the cytosolic domains of integral synaptic vesicle proteins. We showed that FTD mutations impair bioenergetics and markedly diminished Tau's interaction with mitochondria proteins, which were downregulated in AD brains of multiple cohorts and correlated with disease severity. These multimodal and dynamic Tau interactomes with exquisite spatial resolution shed light on Tau's role in neuronal function and disease and highlight potential therapeutic targets to block Tau-mediated pathogenesis.
Subject(s)
Mitochondria/metabolism , Nerve Degeneration/metabolism , Protein Interaction Maps , Synapses/metabolism , tau Proteins/metabolism , Alzheimer Disease/genetics , Amino Acids/metabolism , Biotinylation , Brain/metabolism , Brain/pathology , Cell Nucleus/metabolism , Disease Progression , Energy Metabolism , Frontotemporal Dementia/genetics , Humans , Induced Pluripotent Stem Cells/metabolism , Mutant Proteins/metabolism , Mutation/genetics , Nerve Degeneration/pathology , Neurons/metabolism , Protein Binding , Protein Domains , Proteomics , Severity of Illness Index , Subcellular Fractions/metabolism , Tauopathies/genetics , tau Proteins/chemistryABSTRACT
Treatment of severe COVID-19 is currently limited by clinical heterogeneity and incomplete description of specific immune biomarkers. We present here a comprehensive multi-omic blood atlas for patients with varying COVID-19 severity in an integrated comparison with influenza and sepsis patients versus healthy volunteers. We identify immune signatures and correlates of host response. Hallmarks of disease severity involved cells, their inflammatory mediators and networks, including progenitor cells and specific myeloid and lymphocyte subsets, features of the immune repertoire, acute phase response, metabolism, and coagulation. Persisting immune activation involving AP-1/p38MAPK was a specific feature of COVID-19. The plasma proteome enabled sub-phenotyping into patient clusters, predictive of severity and outcome. Systems-based integrative analyses including tensor and matrix decomposition of all modalities revealed feature groupings linked with severity and specificity compared to influenza and sepsis. Our approach and blood atlas will support future drug development, clinical trial design, and personalized medicine approaches for COVID-19.
Subject(s)
Biomarkers/blood , COVID-19/pathology , Proteome/analysis , Adult , Blood Proteins/metabolism , COVID-19/blood , COVID-19/virology , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Female , Humans , Influenza, Human/blood , Influenza, Human/pathology , Lymphocytes/immunology , Lymphocytes/metabolism , Machine Learning , Male , Middle Aged , Mitogen-Activated Protein Kinase 14/genetics , Mitogen-Activated Protein Kinase 14/metabolism , Monocytes/immunology , Monocytes/metabolism , Principal Component Analysis , SARS-CoV-2/isolation & purification , Sepsis/blood , Sepsis/pathology , Severity of Illness Index , Transcription Factor AP-1/genetics , Transcription Factor AP-1/metabolismABSTRACT
The introduction of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) into the human population represents a tremendous medical and economic crisis. Innate immunity-as the first line of defense of our immune system-plays a central role in combating this novel virus. Here, we provide a conceptual framework for the interaction of the human innate immune system with SARS-CoV-2 to link the clinical observations with experimental findings that have been made during the first year of the pandemic. We review evidence that variability in innate immune system components among humans is a main contributor to the heterogeneous disease courses observed for coronavirus disease 2019 (COVID-19), the disease spectrum induced by SARS-CoV-2. A better understanding of the pathophysiological mechanisms observed for cells and soluble mediators involved in innate immunity is a prerequisite for the development of diagnostic markers and therapeutic strategies targeting COVID-19. However, this will also require additional studies addressing causality of events, which so far are lagging behind.
Subject(s)
COVID-19/immunology , Host Microbial Interactions , Immunity, Innate , SARS-CoV-2/physiology , Humans , Severity of Illness IndexABSTRACT
Memory B cells play a fundamental role in host defenses against viruses, but to date, their role has been relatively unsettled in the context of SARS-CoV-2. We report here a longitudinal single-cell and repertoire profiling of the B cell response up to 6 months in mild and severe COVID-19 patients. Distinct SARS-CoV-2 spike-specific activated B cell clones fueled an early antibody-secreting cell burst as well as a durable synchronous germinal center response. While highly mutated memory B cells, including pre-existing cross-reactive seasonal Betacoronavirus-specific clones, were recruited early in the response, neutralizing SARS-CoV-2 RBD-specific clones accumulated with time and largely contributed to the late, remarkably stable, memory B cell pool. Highlighting germinal center maturation, these cells displayed clear accumulation of somatic mutations in their variable region genes over time. Overall, these findings demonstrate that an antigen-driven activation persisted and matured up to 6 months after SARS-CoV-2 infection and may provide long-term protection.
Subject(s)
B-Lymphocytes/immunology , COVID-19/immunology , Immunologic Memory , Adult , COVID-19/physiopathology , Flow Cytometry , Germinal Center/cytology , Humans , Lymphocyte Activation , Middle Aged , Severity of Illness Index , Single-Cell Analysis , Spike Glycoprotein, Coronavirus/chemistryABSTRACT
Although enteric helminth infections modulate immunity to mucosal pathogens, their effects on systemic microbes remain less established. Here, we observe increased mortality in mice coinfected with the enteric helminth Heligmosomoides polygyrus bakeri (Hpb) and West Nile virus (WNV). This enhanced susceptibility is associated with altered gut morphology and transit, translocation of commensal bacteria, impaired WNV-specific T cell responses, and increased virus infection in the gastrointestinal tract and central nervous system. These outcomes were due to type 2 immune skewing, because coinfection in Stat6-/- mice rescues mortality, treatment of helminth-free WNV-infected mice with interleukin (IL)-4 mirrors coinfection, and IL-4 receptor signaling in intestinal epithelial cells mediates the susceptibility phenotypes. Moreover, tuft cell-deficient mice show improved outcomes with coinfection, whereas treatment of helminth-free mice with tuft cell-derived cytokine IL-25 or ligand succinate worsens WNV disease. Thus, helminth activation of tuft cell-IL-4-receptor circuits in the gut exacerbates infection and disease of a neurotropic flavivirus.
Subject(s)
Coinfection , Nematospiroides dubius/physiology , Signal Transduction , Strongylida Infections/pathology , West Nile virus/physiology , Animals , CD8-Positive T-Lymphocytes/immunology , Disease Models, Animal , Disease Susceptibility , Intestinal Mucosa/parasitology , Intestinal Mucosa/virology , Mice , Mice, Inbred C57BL , Neurons/parasitology , Neurons/virology , Receptors, Interleukin-4/metabolism , STAT6 Transcription Factor/genetics , Severity of Illness Index , Strongylida Infections/parasitologyABSTRACT
Severe coronavirus disease 2019 (COVID-19) is characterized by overproduction of immune mediators, but the role of interferons (IFNs) of the type I (IFN-I) or type III (IFN-III) families remains debated. We scrutinized the production of IFNs along the respiratory tract of COVID-19 patients and found that high levels of IFN-III, and to a lesser extent IFN-I, characterize the upper airways of patients with high viral burden but reduced disease risk or severity. Production of specific IFN-III, but not IFN-I, members denotes patients with a mild pathology and efficiently drives the transcription of genes that protect against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). In contrast, compared to subjects with other infectious or noninfectious lung pathologies, IFNs are overrepresented in the lower airways of patients with severe COVID-19 that exhibit gene pathways associated with increased apoptosis and decreased proliferation. Our data demonstrate a dynamic production of IFNs in SARS-CoV-2-infected patients and show IFNs play opposing roles at distinct anatomical sites.
Subject(s)
COVID-19/pathology , Interferons/metabolism , Respiratory System/virology , Severity of Illness Index , Age Factors , Aging/pathology , COVID-19/genetics , COVID-19/immunology , Epithelial Cells/pathology , Epithelial Cells/virology , Gene Expression Regulation , Humans , Interferons/genetics , Leukocytes/pathology , Leukocytes/virology , Lung/pathology , Lung/virology , Respiratory Distress Syndrome/pathology , Respiratory Distress Syndrome/virology , Viral LoadABSTRACT
SARS-CoV-2 infection can cause severe respiratory COVID-19. However, many individuals present with isolated upper respiratory symptoms, suggesting potential to constrain viral pathology to the nasopharynx. Which cells SARS-CoV-2 primarily targets and how infection influences the respiratory epithelium remains incompletely understood. We performed scRNA-seq on nasopharyngeal swabs from 58 healthy and COVID-19 participants. During COVID-19, we observe expansion of secretory, loss of ciliated, and epithelial cell repopulation via deuterosomal cell expansion. In mild and moderate COVID-19, epithelial cells express anti-viral/interferon-responsive genes, while cells in severe COVID-19 have muted anti-viral responses despite equivalent viral loads. SARS-CoV-2 RNA+ host-target cells are highly heterogenous, including developing ciliated, interferon-responsive ciliated, AZGP1high goblet, and KRT13+ "hillock"-like cells, and we identify genes associated with susceptibility, resistance, or infection response. Our study defines protective and detrimental responses to SARS-CoV-2, the direct viral targets of infection, and suggests that failed nasal epithelial anti-viral immunity may underlie and precede severe COVID-19.
Subject(s)
COVID-19/immunology , COVID-19/virology , Immunity , SARS-CoV-2/physiology , Severity of Illness Index , Adult , Aged , Bystander Effect , COVID-19/genetics , Cohort Studies , Female , Humans , Male , Middle Aged , Nasopharynx/pathology , Nasopharynx/virology , RNA, Viral/analysis , RNA, Viral/genetics , Respiratory Mucosa/pathology , Respiratory Mucosa/virology , Transcription, Genetic , Viral LoadABSTRACT
COVID-19 exhibits extensive patient-to-patient heterogeneity. To link immune response variation to disease severity and outcome over time, we longitudinally assessed circulating proteins as well as 188 surface protein markers, transcriptome, and T cell receptor sequence simultaneously in single peripheral immune cells from COVID-19 patients. Conditional-independence network analysis revealed primary correlates of disease severity, including gene expression signatures of apoptosis in plasmacytoid dendritic cells and attenuated inflammation but increased fatty acid metabolism in CD56dimCD16hi NK cells linked positively to circulating interleukin (IL)-15. CD8+ T cell activation was apparent without signs of exhaustion. Although cellular inflammation was depressed in severe patients early after hospitalization, it became elevated by days 17-23 post symptom onset, suggestive of a late wave of inflammatory responses. Furthermore, circulating protein trajectories at this time were divergent between and predictive of recovery versus fatal outcomes. Our findings stress the importance of timing in the analysis, clinical monitoring, and therapeutic intervention of COVID-19.
Subject(s)
COVID-19/immunology , Cytokines/metabolism , Dendritic Cells/metabolism , Gene Expression/immunology , Killer Cells, Natural/metabolism , Severity of Illness Index , Adult , Aged , Aged, 80 and over , Biomarkers/metabolism , COVID-19/mortality , Case-Control Studies , Dendritic Cells/cytology , Female , Humans , Killer Cells, Natural/cytology , Longitudinal Studies , Male , Middle Aged , Transcriptome/immunology , Young AdultABSTRACT
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus is causing a global pandemic, and cases continue to rise. Most infected individuals experience mildly symptomatic coronavirus disease 2019 (COVID-19), but it is unknown whether this can induce persistent immune memory that could contribute to immunity. We performed a longitudinal assessment of individuals recovered from mild COVID-19 to determine whether they develop and sustain multifaceted SARS-CoV-2-specific immunological memory. Recovered individuals developed SARS-CoV-2-specific immunoglobulin (IgG) antibodies, neutralizing plasma, and memory B and memory T cells that persisted for at least 3 months. Our data further reveal that SARS-CoV-2-specific IgG memory B cells increased over time. Additionally, SARS-CoV-2-specific memory lymphocytes exhibited characteristics associated with potent antiviral function: memory T cells secreted cytokines and expanded upon antigen re-encounter, whereas memory B cells expressed receptors capable of neutralizing virus when expressed as monoclonal antibodies. Therefore, mild COVID-19 elicits memory lymphocytes that persist and display functional hallmarks of antiviral immunity.
Subject(s)
COVID-19/immunology , COVID-19/physiopathology , Immunologic Memory , SARS-CoV-2/physiology , Adult , Antibodies, Neutralizing/blood , Antibodies, Neutralizing/immunology , B-Lymphocytes/immunology , COVID-19/blood , Female , Humans , Immunoglobulin G/blood , Immunoglobulin G/immunology , Male , Middle Aged , SARS-CoV-2/chemistry , Severity of Illness Index , Spike Glycoprotein, Coronavirus/metabolism , T-Lymphocytes/immunologyABSTRACT
Coronavirus disease 2019 (COVID-19) exhibits variable symptom severity ranging from asymptomatic to life-threatening, yet the relationship between severity and the humoral immune response is poorly understood. We examined antibody responses in 113 COVID-19 patients and found that severe cases resulting in intubation or death exhibited increased inflammatory markers, lymphopenia, pro-inflammatory cytokines, and high anti-receptor binding domain (RBD) antibody levels. Although anti-RBD immunoglobulin G (IgG) levels generally correlated with neutralization titer, quantitation of neutralization potency revealed that high potency was a predictor of survival. In addition to neutralization of wild-type SARS-CoV-2, patient sera were also able to neutralize the recently emerged SARS-CoV-2 mutant D614G, suggesting cross-protection from reinfection by either strain. However, SARS-CoV-2 sera generally lacked cross-neutralization to a highly homologous pre-emergent bat coronavirus, WIV1-CoV, which has not yet crossed the species barrier. These results highlight the importance of neutralizing humoral immunity on disease progression and the need to develop broadly protective interventions to prevent future coronavirus pandemics.
Subject(s)
Antibodies, Neutralizing/immunology , Biomarkers/analysis , COVID-19/immunology , COVID-19/physiopathology , Adult , Antibodies, Neutralizing/analysis , Antibodies, Viral/analysis , Antibodies, Viral/blood , Biomarkers/blood , COVID-19/blood , COVID-19/epidemiology , Comorbidity , Coronavirus/classification , Coronavirus/physiology , Cross Reactions , Cytokines/blood , Enzyme-Linked Immunosorbent Assay , Female , Humans , Immunoglobulin A/analysis , Immunoglobulin G/blood , Immunoglobulin G/immunology , Immunoglobulin M/blood , Immunoglobulin M/immunology , Male , Massachusetts/epidemiology , Middle Aged , Protein Domains , SARS-CoV-2/chemistry , SARS-CoV-2/physiology , Severity of Illness Index , Spike Glycoprotein, Coronavirus/chemistry , Survival Analysis , Treatment OutcomeABSTRACT
SARS-CoV-2-induced hypercytokinemia and inflammation are critically associated with COVID-19 severity. Baricitinib, a clinically approved JAK1/JAK2 inhibitor, is currently being investigated in COVID-19 clinical trials. Here, we investigated the immunologic and virologic efficacy of baricitinib in a rhesus macaque model of SARS-CoV-2 infection. Viral shedding measured from nasal and throat swabs, bronchoalveolar lavages, and tissues was not reduced with baricitinib. Type I interferon (IFN) antiviral responses and SARS-CoV-2-specific T cell responses remained similar between the two groups. Animals treated with baricitinib showed reduced inflammation, decreased lung infiltration of inflammatory cells, reduced NETosis activity, and more limited lung pathology. Importantly, baricitinib-treated animals had a rapid and remarkably potent suppression of lung macrophage production of cytokines and chemokines responsible for inflammation and neutrophil recruitment. These data support a beneficial role for, and elucidate the immunological mechanisms underlying, the use of baricitinib as a frontline treatment for inflammation induced by SARS-CoV-2 infection.
Subject(s)
Anti-Inflammatory Agents/administration & dosage , Azetidines/administration & dosage , COVID-19 Drug Treatment , COVID-19/immunology , Macaca mulatta , Neutrophil Infiltration/drug effects , Purines/administration & dosage , Pyrazoles/administration & dosage , Sulfonamides/administration & dosage , Animals , COVID-19/physiopathology , Cell Death/drug effects , Cell Degranulation/drug effects , Disease Models, Animal , Inflammation/drug therapy , Inflammation/genetics , Inflammation/immunology , Janus Kinases/antagonists & inhibitors , Lung/drug effects , Lung/immunology , Lung/pathology , Lymphocyte Activation/drug effects , Macrophages, Alveolar/immunology , SARS-CoV-2/physiology , Severity of Illness Index , T-Lymphocytes/immunology , Virus Replication/drug effectsABSTRACT
Early detection and effective treatment of severe COVID-19 patients remain major challenges. Here, we performed proteomic and metabolomic profiling of sera from 46 COVID-19 and 53 control individuals. We then trained a machine learning model using proteomic and metabolomic measurements from a training cohort of 18 non-severe and 13 severe patients. The model was validated using 10 independent patients, 7 of which were correctly classified. Targeted proteomics and metabolomics assays were employed to further validate this molecular classifier in a second test cohort of 19 COVID-19 patients, leading to 16 correct assignments. We identified molecular changes in the sera of COVID-19 patients compared to other groups implicating dysregulation of macrophage, platelet degranulation, complement system pathways, and massive metabolic suppression. This study revealed characteristic protein and metabolite changes in the sera of severe COVID-19 patients, which might be used in selection of potential blood biomarkers for severity evaluation.
Subject(s)
Coronavirus Infections/blood , Metabolomics , Pneumonia, Viral/blood , Proteomics , Adult , Amino Acids/metabolism , Biomarkers/blood , COVID-19 , Cluster Analysis , Coronavirus Infections/physiopathology , Female , Humans , Lipid Metabolism , Machine Learning , Macrophages/pathology , Male , Middle Aged , Pandemics , Pneumonia, Viral/physiopathology , Severity of Illness IndexABSTRACT
We present an integrated analysis of the clinical measurements, immune cells, and plasma multi-omics of 139 COVID-19 patients representing all levels of disease severity, from serial blood draws collected during the first week of infection following diagnosis. We identify a major shift between mild and moderate disease, at which point elevated inflammatory signaling is accompanied by the loss of specific classes of metabolites and metabolic processes. Within this stressed plasma environment at moderate disease, multiple unusual immune cell phenotypes emerge and amplify with increasing disease severity. We condensed over 120,000 immune features into a single axis to capture how different immune cell classes coordinate in response to SARS-CoV-2. This immune-response axis independently aligns with the major plasma composition changes, with clinical metrics of blood clotting, and with the sharp transition between mild and moderate disease. This study suggests that moderate disease may provide the most effective setting for therapeutic intervention.
Subject(s)
COVID-19 , Genomics , RNA-Seq , SARS-CoV-2 , Single-Cell Analysis , Adolescent , Adult , Aged , Aged, 80 and over , COVID-19/blood , COVID-19/immunology , Female , Humans , Male , Middle Aged , SARS-CoV-2/immunology , SARS-CoV-2/metabolism , Severity of Illness IndexABSTRACT
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection is typically very mild and often asymptomatic in children. A complication is the rare multisystem inflammatory syndrome in children (MIS-C) associated with COVID-19, presenting 4-6 weeks after infection as high fever, organ dysfunction, and strongly elevated markers of inflammation. The pathogenesis is unclear but has overlapping features with Kawasaki disease suggestive of vasculitis and a likely autoimmune etiology. We apply systems-level analyses of blood immune cells, cytokines, and autoantibodies in healthy children, children with Kawasaki disease enrolled prior to COVID-19, children infected with SARS-CoV-2, and children presenting with MIS-C. We find that the inflammatory response in MIS-C differs from the cytokine storm of severe acute COVID-19, shares several features with Kawasaki disease, but also differs from this condition with respect to T cell subsets, interleukin (IL)-17A, and biomarkers associated with arterial damage. Finally, autoantibody profiling suggests multiple autoantibodies that could be involved in the pathogenesis of MIS-C.
Subject(s)
Coronavirus Infections/pathology , Pneumonia, Viral/pathology , Systemic Inflammatory Response Syndrome/pathology , Autoantibodies/blood , Betacoronavirus/isolation & purification , COVID-19 , Child , Child, Preschool , Coronavirus Infections/complications , Coronavirus Infections/virology , Cytokines/metabolism , Female , Humans , Immunity, Humoral , Infant , Male , Mucocutaneous Lymph Node Syndrome/complications , Mucocutaneous Lymph Node Syndrome/immunology , Mucocutaneous Lymph Node Syndrome/pathology , Pandemics , Pneumonia, Viral/complications , Pneumonia, Viral/virology , Principal Component Analysis , Proteome/analysis , SARS-CoV-2 , Severity of Illness Index , Systemic Inflammatory Response Syndrome/etiology , Systemic Inflammatory Response Syndrome/immunology , T-Lymphocyte Subsets/cytology , T-Lymphocyte Subsets/immunology , T-Lymphocyte Subsets/metabolismABSTRACT
The SARS-CoV-2 pandemic has caused extreme human suffering and economic harm. We generated and characterized a new mouse-adapted SARS-CoV-2 virus that captures multiple aspects of severe COVID-19 disease in standard laboratory mice. This SARS-CoV-2 model exhibits the spectrum of morbidity and mortality of COVID-19 disease as well as aspects of host genetics, age, cellular tropisms, elevated Th1 cytokines, and loss of surfactant expression and pulmonary function linked to pathological features of acute lung injury (ALI) and acute respiratory distress syndrome (ARDS). This model can rapidly access existing mouse resources to elucidate the role of host genetics, underlying molecular mechanisms governing SARS-CoV-2 pathogenesis, and the protective or pathogenic immune responses related to disease severity. The model promises to provide a robust platform for studies of ALI and ARDS to evaluate vaccine and antiviral drug performance, including in the most vulnerable populations (i.e., the aged) using standard laboratory mice.
Subject(s)
Acute Lung Injury/pathology , Betacoronavirus/pathogenicity , Coronavirus Infections/pathology , Pneumonia, Viral/pathology , Animals , Betacoronavirus/isolation & purification , Betacoronavirus/physiology , COVID-19 , Cell Line , Chemokines/blood , Coronavirus Infections/mortality , Coronavirus Infections/virology , Cytokines/blood , Disease Models, Animal , Female , Humans , Lung/pathology , Lung/physiology , Lung/virology , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Pandemics , Pneumonia, Viral/mortality , Pneumonia, Viral/virology , Respiratory Distress Syndrome/pathology , SARS-CoV-2 , Severity of Illness Index , Survival RateABSTRACT
Viruses are a constant threat to global health as highlighted by the current COVID-19 pandemic. Currently, lack of data underlying how the human host interacts with viruses, including the SARS-CoV-2 virus, limits effective therapeutic intervention. We introduce Viral-Track, a computational method that globally scans unmapped single-cell RNA sequencing (scRNA-seq) data for the presence of viral RNA, enabling transcriptional cell sorting of infected versus bystander cells. We demonstrate the sensitivity and specificity of Viral-Track to systematically detect viruses from multiple models of infection, including hepatitis B virus, in an unsupervised manner. Applying Viral-Track to bronchoalveloar-lavage samples from severe and mild COVID-19 patients reveals a dramatic impact of the virus on the immune system of severe patients compared to mild cases. Viral-Track detects an unexpected co-infection of the human metapneumovirus, present mainly in monocytes perturbed in type-I interferon (IFN)-signaling. Viral-Track provides a robust technology for dissecting the mechanisms of viral-infection and pathology.
Subject(s)
Coronavirus Infections/physiopathology , Host-Pathogen Interactions , Pneumonia, Viral/physiopathology , Software , Animals , Betacoronavirus/isolation & purification , COVID-19 , Coinfection/immunology , Coronavirus Infections/immunology , Coronavirus Infections/pathology , Coronavirus Infections/virology , Humans , Interferons/immunology , Lung/pathology , Pandemics , Pneumonia, Viral/immunology , Pneumonia, Viral/pathology , Pneumonia, Viral/virology , SARS-CoV-2 , Sensitivity and Specificity , Sequence Analysis, RNA , Severity of Illness Index , Single-Cell AnalysisABSTRACT
A SARS-CoV-2 variant carrying the Spike protein amino acid change D614G has become the most prevalent form in the global pandemic. Dynamic tracking of variant frequencies revealed a recurrent pattern of G614 increase at multiple geographic levels: national, regional, and municipal. The shift occurred even in local epidemics where the original D614 form was well established prior to introduction of the G614 variant. The consistency of this pattern was highly statistically significant, suggesting that the G614 variant may have a fitness advantage. We found that the G614 variant grows to a higher titer as pseudotyped virions. In infected individuals, G614 is associated with lower RT-PCR cycle thresholds, suggestive of higher upper respiratory tract viral loads, but not with increased disease severity. These findings illuminate changes important for a mechanistic understanding of the virus and support continuing surveillance of Spike mutations to aid with development of immunological interventions.
Subject(s)
Betacoronavirus/genetics , Betacoronavirus/pathogenicity , Coronavirus Infections/virology , Pneumonia, Viral/virology , Spike Glycoprotein, Coronavirus/genetics , COVID-19 , Coronavirus Infections/epidemiology , Coronavirus Infections/physiopathology , Epidemiological Monitoring , Genetic Fitness , Genetic Variation , Geographic Information Systems , Hospitalization , Humans , Pandemics , Phylogeny , Pneumonia, Viral/epidemiology , Pneumonia, Viral/physiopathology , Respiratory System/virology , SARS-CoV-2 , Severity of Illness Index , Viral LoadABSTRACT
Limited knowledge is available on the relationship between antigen-specific immune responses and COVID-19 disease severity. We completed a combined examination of all three branches of adaptive immunity at the level of SARS-CoV-2-specific CD4+ and CD8+ T cell and neutralizing antibody responses in acute and convalescent subjects. SARS-CoV-2-specific CD4+ and CD8+ T cells were each associated with milder disease. Coordinated SARS-CoV-2-specific adaptive immune responses were associated with milder disease, suggesting roles for both CD4+ and CD8+ T cells in protective immunity in COVID-19. Notably, coordination of SARS-CoV-2 antigen-specific responses was disrupted in individuals ≥ 65 years old. Scarcity of naive T cells was also associated with aging and poor disease outcomes. A parsimonious explanation is that coordinated CD4+ T cell, CD8+ T cell, and antibody responses are protective, but uncoordinated responses frequently fail to control disease, with a connection between aging and impaired adaptive immune responses to SARS-CoV-2.
Subject(s)
Adaptive Immunity , Antigens, Viral/immunology , Coronavirus Infections/pathology , Pneumonia, Viral/pathology , Acute Disease , Adult , Aged , Aged, 80 and over , Antibodies, Neutralizing/blood , Antibodies, Viral/blood , Betacoronavirus/immunology , Betacoronavirus/isolation & purification , Betacoronavirus/metabolism , CD4-Positive T-Lymphocytes/cytology , CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/metabolism , CD8-Positive T-Lymphocytes/cytology , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/metabolism , COVID-19 , Coronavirus Infections/immunology , Coronavirus Infections/virology , Cytokines/blood , Female , Humans , Male , Middle Aged , Pandemics , Pneumonia, Viral/immunology , Pneumonia, Viral/virology , SARS-CoV-2 , Severity of Illness Index , Young AdultABSTRACT
The contribution of CD4+ T cells to protective or pathogenic immune responses to SARS-CoV-2 infection remains unknown. Here, we present single-cell transcriptomic analysis of >100,000 viral antigen-reactive CD4+ T cells from 40 COVID-19 patients. In hospitalized patients compared to non-hospitalized patients, we found increased proportions of cytotoxic follicular helper cells and cytotoxic T helper (TH) cells (CD4-CTLs) responding to SARS-CoV-2 and reduced proportion of SARS-CoV-2-reactive regulatory T cells (TREG). Importantly, in hospitalized COVID-19 patients, a strong cytotoxic TFH response was observed early in the illness, which correlated negatively with antibody levels to SARS-CoV-2 spike protein. Polyfunctional TH1 and TH17 cell subsets were underrepresented in the repertoire of SARS-CoV-2-reactive CD4+ T cells compared to influenza-reactive CD4+ T cells. Together, our analyses provide insights into the gene expression patterns of SARS-CoV-2-reactive CD4+ T cells in distinct disease severities.
Subject(s)
COVID-19/immunology , SARS-CoV-2/genetics , T Follicular Helper Cells/immunology , T-Lymphocytes, Cytotoxic/immunology , T-Lymphocytes, Regulatory/immunology , Transcriptome , Adult , Aged , Aged, 80 and over , Antibodies, Viral/blood , Antibodies, Viral/immunology , CD4 Lymphocyte Count , COVID-19/epidemiology , COVID-19/virology , Cohort Studies , England/epidemiology , Female , Humans , Male , Middle Aged , Reverse Transcriptase Polymerase Chain Reaction , Severity of Illness Index , Single-Cell Analysis/methods , Spike Glycoprotein, Coronavirus/immunologyABSTRACT
NP105-113-B*07:02-specific CD8+ T cell responses are considered among the most dominant in SARS-CoV-2-infected individuals. We found strong association of this response with mild disease. Analysis of NP105-113-B*07:02-specific T cell clones and single-cell sequencing were performed concurrently, with functional avidity and antiviral efficacy assessed using an in vitro SARS-CoV-2 infection system, and were correlated with T cell receptor usage, transcriptome signature and disease severity (acute n = 77, convalescent n = 52). We demonstrated a beneficial association of NP105-113-B*07:02-specific T cells in COVID-19 disease progression, linked with expansion of T cell precursors, high functional avidity and antiviral effector function. Broad immune memory pools were narrowed postinfection but NP105-113-B*07:02-specific T cells were maintained 6 months after infection with preserved antiviral efficacy to the SARS-CoV-2 Victoria strain, as well as Alpha, Beta, Gamma and Delta variants. Our data show that NP105-113-B*07:02-specific T cell responses associate with mild disease and high antiviral efficacy, pointing to inclusion for future vaccine design.