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1.
Annu Rev Immunol ; 42(1): 347-373, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38941603

ABSTRACT

Plasmacytoid dendritic cells (pDCs) represent a unique cell type within the innate immune system. Their defining property is the recognition of pathogen-derived nucleic acids through endosomal Toll-like receptors and the ensuing production of type I interferon and other soluble mediators, which orchestrate innate and adaptive responses. We review several aspects of pDC biology that have recently come to the fore. We discuss emerging questions regarding the lineage affiliation and origin of pDCs and argue that these cells constitute an integral part of the dendritic cell lineage. We emphasize the specific function of pDCs as innate sentinels of virus infection, particularly their recognition of and distinct response to virus-infected cells. This essential evolutionary role of pDCs has been particularly important for the control of coronaviruses, as demonstrated by the recent COVID-19 pandemic. Finally, we highlight the key contribution of pDCs to systemic lupus erythematosus, in which therapeutic targeting of pDCs is currently underway.


Subject(s)
COVID-19 , Dendritic Cells , Immunity, Innate , Lupus Erythematosus, Systemic , SARS-CoV-2 , Dendritic Cells/immunology , Dendritic Cells/metabolism , Humans , COVID-19/immunology , Animals , SARS-CoV-2/immunology , SARS-CoV-2/physiology , Lupus Erythematosus, Systemic/immunology , Toll-Like Receptors/metabolism , Cell Differentiation , Cell Lineage
2.
Annu Rev Immunol ; 42(1): 615-645, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38941608

ABSTRACT

The COVID-19 pandemic was caused by the recently emerged ß-coronavirus SARS-CoV-2. SARS-CoV-2 has had a catastrophic impact, resulting in nearly 7 million fatalities worldwide to date. The innate immune system is the first line of defense against infections, including the detection and response to SARS-CoV-2. Here, we discuss the innate immune mechanisms that sense coronaviruses, with a focus on SARS-CoV-2 infection and how these protective responses can become detrimental in severe cases of COVID-19, contributing to cytokine storm, inflammation, long-COVID, and other complications. We also highlight the complex cross talk among cytokines and the cellular components of the innate immune system, which can aid in viral clearance but also contribute to inflammatory cell death, cytokine storm, and organ damage in severe COVID-19 pathogenesis. Furthermore, we discuss how SARS-CoV-2 evades key protective innate immune mechanisms to enhance its virulence and pathogenicity, as well as how innate immunity can be therapeutically targeted as part of the vaccination and treatment strategy. Overall, we highlight how a comprehensive understanding of innate immune mechanisms has been crucial in the fight against SARS-CoV-2 infections and the development of novel host-directed immunotherapeutic strategies for various diseases.


Subject(s)
COVID-19 , Immunity, Innate , SARS-CoV-2 , Humans , COVID-19/immunology , SARS-CoV-2/immunology , SARS-CoV-2/physiology , Cytokine Release Syndrome/immunology , Cytokines/metabolism , Animals , Coronavirus Infections/immunology , Coronavirus Infections/virology , Coronavirus Infections/prevention & control , Immune Evasion
3.
Cell ; 187(10): 2393-2410.e14, 2024 May 09.
Article in English | MEDLINE | ID: mdl-38653235

ABSTRACT

SARS-CoV-2 and other sarbecoviruses continue to threaten humanity, highlighting the need to characterize common mechanisms of viral immune evasion for pandemic preparedness. Cytotoxic lymphocytes are vital for antiviral immunity and express NKG2D, an activating receptor conserved among mammals that recognizes infection-induced stress ligands (e.g., MIC-A/B). We found that SARS-CoV-2 evades NKG2D recognition by surface downregulation of MIC-A/B via shedding, observed in human lung tissue and COVID-19 patient serum. Systematic testing of SARS-CoV-2 proteins revealed that ORF6, an accessory protein uniquely conserved among sarbecoviruses, was responsible for MIC-A/B downregulation via shedding. Further investigation demonstrated that natural killer (NK) cells efficiently killed SARS-CoV-2-infected cells and limited viral spread. However, inhibition of MIC-A/B shedding with a monoclonal antibody, 7C6, further enhanced NK-cell activity toward SARS-CoV-2-infected cells. Our findings unveil a strategy employed by SARS-CoV-2 to evade cytotoxic immunity, identify the culprit immunevasin shared among sarbecoviruses, and suggest a potential novel antiviral immunotherapy.


Subject(s)
COVID-19 , Immune Evasion , Killer Cells, Natural , NK Cell Lectin-Like Receptor Subfamily K , SARS-CoV-2 , Humans , SARS-CoV-2/immunology , Killer Cells, Natural/immunology , Killer Cells, Natural/metabolism , NK Cell Lectin-Like Receptor Subfamily K/metabolism , COVID-19/immunology , COVID-19/virology , Histocompatibility Antigens Class I/immunology , Histocompatibility Antigens Class I/metabolism , Animals , Cytotoxicity, Immunologic , Down-Regulation , Lung/immunology , Lung/virology , Lung/pathology
5.
Cell ; 185(3): 493-512.e25, 2022 02 03.
Article in English | MEDLINE | ID: mdl-35032429

ABSTRACT

Severe COVID-19 is linked to both dysfunctional immune response and unrestrained immunopathology, and it remains unclear whether T cells contribute to disease pathology. Here, we combined single-cell transcriptomics and single-cell proteomics with mechanistic studies to assess pathogenic T cell functions and inducing signals. We identified highly activated CD16+ T cells with increased cytotoxic functions in severe COVID-19. CD16 expression enabled immune-complex-mediated, T cell receptor-independent degranulation and cytotoxicity not found in other diseases. CD16+ T cells from COVID-19 patients promoted microvascular endothelial cell injury and release of neutrophil and monocyte chemoattractants. CD16+ T cell clones persisted beyond acute disease maintaining their cytotoxic phenotype. Increased generation of C3a in severe COVID-19 induced activated CD16+ cytotoxic T cells. Proportions of activated CD16+ T cells and plasma levels of complement proteins upstream of C3a were associated with fatal outcome of COVID-19, supporting a pathological role of exacerbated cytotoxicity and complement activation in COVID-19.


Subject(s)
COVID-19/immunology , COVID-19/pathology , Complement Activation , Proteome , SARS-CoV-2/immunology , T-Lymphocytes, Cytotoxic/immunology , Transcriptome , Adult , Aged , Aged, 80 and over , COVID-19/virology , Chemotactic Factors/metabolism , Cytotoxicity, Immunologic , Endothelial Cells/virology , Female , Humans , Lymphocyte Activation , Male , Microvessels/virology , Middle Aged , Monocytes/metabolism , Neutrophils/metabolism , Receptors, IgG/metabolism , Single-Cell Analysis , Young Adult
6.
Cell ; 185(3): 447-456.e11, 2022 02 03.
Article in English | MEDLINE | ID: mdl-35026151

ABSTRACT

The rapid spread of the SARS-CoV-2 Omicron variant suggests that the virus might become globally dominant. Further, the high number of mutations in the viral spike protein raised concerns that the virus might evade antibodies induced by infection or vaccination. Here, we report that the Omicron spike was resistant against most therapeutic antibodies but remained susceptible to inhibition by sotrovimab. Similarly, the Omicron spike evaded neutralization by antibodies from convalescent patients or individuals vaccinated with the BioNTech-Pfizer vaccine (BNT162b2) with 12- to 44-fold higher efficiency than the spike of the Delta variant. Neutralization of the Omicron spike by antibodies induced upon heterologous ChAdOx1 (Astra Zeneca-Oxford)/BNT162b2 vaccination or vaccination with three doses of BNT162b2 was more efficient, but the Omicron spike still evaded neutralization more efficiently than the Delta spike. These findings indicate that most therapeutic antibodies will be ineffective against the Omicron variant and that double immunization with BNT162b2 might not adequately protect against severe disease induced by this variant.


Subject(s)
Antibodies, Monoclonal, Humanized/pharmacology , Antibodies, Neutralizing/immunology , COVID-19/immunology , COVID-19/virology , SARS-CoV-2/drug effects , SARS-CoV-2/immunology , Spike Glycoprotein, Coronavirus/immunology , Adaptive Immunity , Angiotensin-Converting Enzyme 2/metabolism , Animals , Antibodies, Neutralizing/pharmacology , Antibodies, Viral/immunology , BNT162 Vaccine/immunology , COVID-19/prevention & control , COVID-19 Vaccines/immunology , Cell Line , Chlorocebus aethiops , Female , Humans , Male , Protein Binding , SARS-CoV-2/chemistry , Spike Glycoprotein, Coronavirus/chemistry , Spike Glycoprotein, Coronavirus/metabolism , Vaccination , Vero Cells
7.
Cell ; 185(4): 603-613.e15, 2022 02 17.
Article in English | MEDLINE | ID: mdl-35026152

ABSTRACT

SARS-CoV-2 mRNA vaccines induce robust anti-spike (S) antibody and CD4+ T cell responses. It is not yet clear whether vaccine-induced follicular helper CD4+ T (TFH) cell responses contribute to this outstanding immunogenicity. Using fine-needle aspiration of draining axillary lymph nodes from individuals who received the BNT162b2 mRNA vaccine, we evaluated the T cell receptor sequences and phenotype of lymph node TFH. Mining of the responding TFH T cell receptor repertoire revealed a strikingly immunodominant HLA-DPB1∗04-restricted response to S167-180 in individuals with this allele, which is among the most common HLA alleles in humans. Paired blood and lymph node specimens show that while circulating S-specific TFH cells peak one week after the second immunization, S-specific TFH persist at nearly constant frequencies for at least six months. Collectively, our results underscore the key role that robust TFH cell responses play in establishing long-term immunity by this efficacious human vaccine.


Subject(s)
COVID-19/immunology , COVID-19/virology , Immunity/immunology , SARS-CoV-2/immunology , T Follicular Helper Cells/immunology , Vaccination , Vaccines, Synthetic/immunology , mRNA Vaccines/immunology , Adult , B-Lymphocytes/immunology , BNT162 Vaccine/immunology , COVID-19/blood , Clone Cells , Cohort Studies , Cytokines/metabolism , Female , Germinal Center/immunology , HLA-DP beta-Chains/immunology , Humans , Immunodominant Epitopes/immunology , Jurkat Cells , Lymph Nodes/metabolism , Male , Middle Aged , Peptides/chemistry , Peptides/metabolism , Protein Multimerization , Receptors, Antigen, T-Cell/metabolism
8.
Cell ; 185(5): 896-915.e19, 2022 03 03.
Article in English | MEDLINE | ID: mdl-35180381

ABSTRACT

The emerging SARS-CoV-2 variants of concern (VOCs) threaten the effectiveness of current COVID-19 vaccines administered intramuscularly and designed to only target the spike protein. There is a pressing need to develop next-generation vaccine strategies for broader and long-lasting protection. Using adenoviral vectors (Ad) of human and chimpanzee origin, we evaluated Ad-vectored trivalent COVID-19 vaccines expressing spike-1, nucleocapsid, and RdRp antigens in murine models. We show that single-dose intranasal immunization, particularly with chimpanzee Ad-vectored vaccine, is superior to intramuscular immunization in induction of the tripartite protective immunity consisting of local and systemic antibody responses, mucosal tissue-resident memory T cells and mucosal trained innate immunity. We further show that intranasal immunization provides protection against both the ancestral SARS-CoV-2 and two VOC, B.1.1.7 and B.1.351. Our findings indicate that respiratory mucosal delivery of Ad-vectored multivalent vaccine represents an effective next-generation COVID-19 vaccine strategy to induce all-around mucosal immunity against current and future VOC.


Subject(s)
COVID-19 Vaccines/administration & dosage , COVID-19/prevention & control , Immunity, Mucosal , Administration, Intranasal , Animals , Antibodies, Viral/blood , Antibodies, Viral/immunology , B-Lymphocytes/immunology , B-Lymphocytes/metabolism , COVID-19/virology , COVID-19 Vaccines/immunology , Cytokines/blood , Genetic Vectors/genetics , Genetic Vectors/immunology , Genetic Vectors/metabolism , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Neutralization Tests , Nucleocapsid/genetics , Nucleocapsid/immunology , Nucleocapsid/metabolism , Pan troglodytes , SARS-CoV-2/genetics , SARS-CoV-2/immunology , SARS-CoV-2/isolation & purification , Spike Glycoprotein, Coronavirus/genetics , Spike Glycoprotein, Coronavirus/immunology , Spike Glycoprotein, Coronavirus/metabolism , T-Lymphocytes/immunology , T-Lymphocytes/metabolism
9.
Cell ; 185(3): 485-492.e10, 2022 02 03.
Article in English | MEDLINE | ID: mdl-35051367

ABSTRACT

An outbreak of over 1,000 COVID-19 cases in Provincetown, Massachusetts (MA), in July 2021-the first large outbreak mostly in vaccinated individuals in the US-prompted a comprehensive public health response, motivating changes to national masking recommendations and raising questions about infection and transmission among vaccinated individuals. To address these questions, we combined viral genomic and epidemiological data from 467 individuals, including 40% of outbreak-associated cases. The Delta variant accounted for 99% of cases in this dataset; it was introduced from at least 40 sources, but 83% of cases derived from a single source, likely through transmission across multiple settings over a short time rather than a single event. Genomic and epidemiological data supported multiple transmissions of Delta from and between fully vaccinated individuals. However, despite its magnitude, the outbreak had limited onward impact in MA and the US overall, likely due to high vaccination rates and a robust public health response.


Subject(s)
COVID-19/epidemiology , COVID-19/immunology , COVID-19/transmission , SARS-CoV-2/genetics , SARS-CoV-2/immunology , Adolescent , Adult , Aged , Aged, 80 and over , COVID-19/virology , Child , Child, Preschool , Contact Tracing/methods , Disease Outbreaks , Female , Genome, Viral , Humans , Infant , Infant, Newborn , Male , Massachusetts/epidemiology , Middle Aged , Molecular Epidemiology , Phylogeny , SARS-CoV-2/classification , Vaccination , Whole Genome Sequencing , Young Adult
10.
Cell ; 185(5): 847-859.e11, 2022 03 03.
Article in English | MEDLINE | ID: mdl-35139340

ABSTRACT

We address whether T cell responses induced by different vaccine platforms (mRNA-1273, BNT162b2, Ad26.COV2.S, and NVX-CoV2373) cross-recognize early SARS-CoV-2 variants. T cell responses to early variants were preserved across vaccine platforms. By contrast, significant overall decreases were observed for memory B cells and neutralizing antibodies. In subjects ∼6 months post-vaccination, 90% (CD4+) and 87% (CD8+) of memory T cell responses were preserved against variants on average by AIM assay, and 84% (CD4+) and 85% (CD8+) preserved against Omicron. Omicron RBD memory B cell recognition was substantially reduced to 42% compared with other variants. T cell epitope repertoire analysis revealed a median of 11 and 10 spike epitopes recognized by CD4+ and CD8+ T cells, with average preservation > 80% for Omicron. Functional preservation of the majority of T cell responses may play an important role as a second-level defense against diverse variants.


Subject(s)
COVID-19 Vaccines/immunology , Memory B Cells/immunology , Memory T Cells/immunology , SARS-CoV-2/immunology , Ad26COVS1/administration & dosage , Ad26COVS1/immunology , BNT162 Vaccine/administration & dosage , BNT162 Vaccine/immunology , CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/metabolism , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/metabolism , COVID-19/pathology , COVID-19/prevention & control , COVID-19/virology , COVID-19 Vaccines/administration & dosage , Epitopes/immunology , Epitopes, T-Lymphocyte/immunology , Humans , Memory B Cells/metabolism , Memory T Cells/metabolism , SARS-CoV-2/isolation & purification , SARS-CoV-2/metabolism , Spike Glycoprotein, Coronavirus/chemistry , Spike Glycoprotein, Coronavirus/immunology , Vaccination
11.
Nat Immunol ; 25(7): 1158-1171, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38902519

ABSTRACT

Up to 25% of individuals infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) exhibit postacute cognitive sequelae. Although millions of cases of coronavirus disease 2019 (COVID-19)-mediated memory dysfunction are accumulating worldwide, the underlying mechanisms and how vaccination lowers risk are unknown. Interleukin-1 (IL-1), a key component of innate immune defense against SARS-CoV-2 infection, is elevated in the hippocampi of individuals with COVID-19. Here we show that intranasal infection of C57BL/6J mice with SARS-CoV-2 Beta variant leads to central nervous system infiltration of Ly6Chi monocytes and microglial activation. Accordingly, SARS-CoV-2, but not H1N1 influenza virus, increases levels of brain IL-1ß and induces persistent IL-1R1-mediated loss of hippocampal neurogenesis, which promotes postacute cognitive deficits. Vaccination with a low dose of adenoviral-vectored spike protein prevents hippocampal production of IL-1ß during breakthrough SARS-CoV-2 infection, loss of neurogenesis and subsequent memory deficits. Our study identifies IL-1ß as one potential mechanism driving SARS-CoV-2-induced cognitive impairment in a new mouse model that is prevented by vaccination.


Subject(s)
COVID-19 , Hippocampus , Interleukin-1beta , Memory Disorders , Mice, Inbred C57BL , Neurogenesis , SARS-CoV-2 , Animals , Interleukin-1beta/metabolism , Interleukin-1beta/immunology , Mice , COVID-19/immunology , COVID-19/prevention & control , SARS-CoV-2/immunology , Hippocampus/immunology , Hippocampus/metabolism , Memory Disorders/immunology , Neurogenesis/immunology , Vaccination , Spike Glycoprotein, Coronavirus/immunology , COVID-19 Vaccines/immunology , Male , Humans , Microglia/immunology , Microglia/metabolism , Disease Models, Animal , Receptors, Interleukin-1 Type I/metabolism , Receptors, Interleukin-1 Type I/genetics , Monocytes/immunology , Monocytes/metabolism , Female
12.
Cell ; 184(3): 628-642.e10, 2021 02 04.
Article in English | MEDLINE | ID: mdl-33476549

ABSTRACT

SARS-CoV-2 infection causes more severe disease in pregnant women compared to age-matched non-pregnant women. Whether maternal infection causes changes in the transfer of immunity to infants remains unclear. Maternal infections have previously been associated with compromised placental antibody transfer, but the mechanism underlying this compromised transfer is not established. Here, we used systems serology to characterize the Fc profile of influenza-, pertussis-, and SARS-CoV-2-specific antibodies transferred across the placenta. Influenza- and pertussis-specific antibodies were actively transferred. However, SARS-CoV-2-specific antibody transfer was significantly reduced compared to influenza- and pertussis-specific antibodies, and cord titers and functional activity were lower than in maternal plasma. This effect was only observed in third-trimester infection. SARS-CoV-2-specific transfer was linked to altered SARS-CoV-2-antibody glycosylation profiles and was partially rescued by infection-induced increases in IgG and increased FCGR3A placental expression. These results point to unexpected compensatory mechanisms to boost immunity in neonates, providing insights for maternal vaccine design.


Subject(s)
Antibodies, Viral/immunology , COVID-19/immunology , Immunoglobulin G/immunology , Maternal-Fetal Exchange/immunology , Placenta/immunology , Pregnancy Complications, Infectious/immunology , SARS-CoV-2/immunology , Adult , Female , Humans , Infant, Newborn , Pregnancy , Pregnancy Trimester, Third/immunology , Receptors, IgG/immunology , THP-1 Cells
13.
Cell ; 184(8): 2183-2200.e22, 2021 04 15.
Article in English | MEDLINE | ID: mdl-33756110

ABSTRACT

Antibodies are crucial to immune protection against SARS-CoV-2, with some in emergency use as therapeutics. Here, we identify 377 human monoclonal antibodies (mAbs) recognizing the virus spike and focus mainly on 80 that bind the receptor binding domain (RBD). We devise a competition data-driven method to map RBD binding sites. We find that although antibody binding sites are widely dispersed, neutralizing antibody binding is focused, with nearly all highly inhibitory mAbs (IC50 < 0.1 µg/mL) blocking receptor interaction, except for one that binds a unique epitope in the N-terminal domain. Many of these neutralizing mAbs use public V-genes and are close to germline. We dissect the structural basis of recognition for this large panel of antibodies through X-ray crystallography and cryoelectron microscopy of 19 Fab-antigen structures. We find novel binding modes for some potently inhibitory antibodies and demonstrate that strongly neutralizing mAbs protect, prophylactically or therapeutically, in animal models.


Subject(s)
Antibodies, Monoclonal/immunology , Antibodies, Neutralizing/immunology , Antibodies, Viral/immunology , COVID-19/immunology , Spike Glycoprotein, Coronavirus/immunology , Animals , Binding Sites, Antibody , CHO Cells , Chlorocebus aethiops , Cricetulus , Epitopes , Female , HEK293 Cells , Humans , Male , Mice , Mice, Transgenic , Models, Molecular , Protein Binding , Protein Structure, Tertiary , SARS-CoV-2/immunology , Vero Cells
14.
Cell ; 184(13): 3467-3473.e11, 2021 06 24.
Article in English | MEDLINE | ID: mdl-34133941

ABSTRACT

We previously reported that a single immunization with an adenovirus serotype 26 (Ad26)-vector-based vaccine expressing an optimized SARS-CoV-2 spike (Ad26.COV2.S) protected rhesus macaques against SARS-CoV-2 challenge. To evaluate reduced doses of Ad26.COV2.S, 30 rhesus macaques were immunized once with 1 × 1011, 5 × 1010, 1.125 × 1010, or 2 × 109 viral particles (vp) Ad26.COV2.S or sham and were challenged with SARS-CoV-2. Vaccine doses as low as 2 × 109 vp provided robust protection in bronchoalveolar lavage, whereas doses of 1.125 × 1010 vp were required for protection in nasal swabs. Activated memory B cells and binding or neutralizing antibody titers following vaccination correlated with protective efficacy. At suboptimal vaccine doses, viral breakthrough was observed but did not show enhancement of disease. These data demonstrate that a single immunization with relatively low dose of Ad26.COV2.S effectively protected against SARS-CoV-2 challenge in rhesus macaques, although a higher vaccine dose may be required for protection in the upper respiratory tract.


Subject(s)
Adenoviridae/immunology , COVID-19 Vaccines/immunology , COVID-19/immunology , SARS-CoV-2/immunology , Viral Vaccines/immunology , Animals , Antibodies, Neutralizing/immunology , Antibodies, Viral/immunology , B-Lymphocytes/immunology , Female , Immunogenicity, Vaccine/immunology , Immunologic Memory/immunology , Macaca mulatta , Male , Spike Glycoprotein, Coronavirus/immunology , Vaccination/methods
15.
Cell ; 184(13): 3452-3466.e18, 2021 06 24.
Article in English | MEDLINE | ID: mdl-34139176

ABSTRACT

Antibodies against the receptor-binding domain (RBD) of the SARS-CoV-2 spike protein prevent SARS-CoV-2 infection. However, the effects of antibodies against other spike protein domains are largely unknown. Here, we screened a series of anti-spike monoclonal antibodies from coronavirus disease 2019 (COVID-19) patients and found that some of antibodies against the N-terminal domain (NTD) induced the open conformation of RBD and thus enhanced the binding capacity of the spike protein to ACE2 and infectivity of SARS-CoV-2. Mutational analysis revealed that all of the infectivity-enhancing antibodies recognized a specific site on the NTD. Structural analysis demonstrated that all infectivity-enhancing antibodies bound to NTD in a similar manner. The antibodies against this infectivity-enhancing site were detected at high levels in severe patients. Moreover, we identified antibodies against the infectivity-enhancing site in uninfected donors, albeit at a lower frequency. These findings demonstrate that not only neutralizing antibodies but also enhancing antibodies are produced during SARS-CoV-2 infection.


Subject(s)
Antibodies, Monoclonal/immunology , Antibodies, Neutralizing/immunology , Antibodies, Viral/immunology , SARS-CoV-2/immunology , Spike Glycoprotein, Coronavirus/immunology , Animals , COVID-19/immunology , Cell Line , Chlorocebus aethiops , HEK293 Cells , Humans , Protein Binding/immunology , Protein Domains/immunology , Spike Glycoprotein, Coronavirus/genetics , Vero Cells
16.
Cell ; 184(13): 3573-3587.e29, 2021 06 24.
Article in English | MEDLINE | ID: mdl-34062119

ABSTRACT

The simultaneous measurement of multiple modalities represents an exciting frontier for single-cell genomics and necessitates computational methods that can define cellular states based on multimodal data. Here, we introduce "weighted-nearest neighbor" analysis, an unsupervised framework to learn the relative utility of each data type in each cell, enabling an integrative analysis of multiple modalities. We apply our procedure to a CITE-seq dataset of 211,000 human peripheral blood mononuclear cells (PBMCs) with panels extending to 228 antibodies to construct a multimodal reference atlas of the circulating immune system. Multimodal analysis substantially improves our ability to resolve cell states, allowing us to identify and validate previously unreported lymphoid subpopulations. Moreover, we demonstrate how to leverage this reference to rapidly map new datasets and to interpret immune responses to vaccination and coronavirus disease 2019 (COVID-19). Our approach represents a broadly applicable strategy to analyze single-cell multimodal datasets and to look beyond the transcriptome toward a unified and multimodal definition of cellular identity.


Subject(s)
SARS-CoV-2/immunology , Single-Cell Analysis/methods , 3T3 Cells , Animals , COVID-19/immunology , Cell Line , Gene Expression Profiling/methods , Humans , Immunity/immunology , Leukocytes, Mononuclear/immunology , Lymphocytes/immunology , Mice , Sequence Analysis, RNA/methods , Transcriptome/immunology , Vaccination
17.
Cell ; 184(15): 3936-3948.e10, 2021 07 22.
Article in English | MEDLINE | ID: mdl-34192529

ABSTRACT

In this study we profiled vaccine-induced polyclonal antibodies as well as plasmablast-derived mAbs from individuals who received SARS-CoV-2 spike mRNA vaccine. Polyclonal antibody responses in vaccinees were robust and comparable to or exceeded those seen after natural infection. However, the ratio of binding to neutralizing antibodies after vaccination was greater than that after natural infection and, at the monoclonal level, we found that the majority of vaccine-induced antibodies did not have neutralizing activity. We also found a co-dominance of mAbs targeting the NTD and RBD of SARS-CoV-2 spike and an original antigenic-sin like backboost to spikes of seasonal human coronaviruses OC43 and HKU1. Neutralizing activity of NTD mAbs but not RBD mAbs against a clinical viral isolate carrying E484K as well as extensive changes in the NTD was abolished, suggesting that a proportion of vaccine-induced RBD binding antibodies may provide substantial protection against viral variants carrying single E484K RBD mutations.


Subject(s)
Antibodies, Viral/immunology , COVID-19 Vaccines/immunology , RNA, Messenger/immunology , SARS-CoV-2/immunology , Spike Glycoprotein, Coronavirus/chemistry , Spike Glycoprotein, Coronavirus/immunology , Vaccination , Amino Acid Substitution , Angiotensin-Converting Enzyme 2/immunology , Antibodies, Monoclonal/immunology , Antibodies, Monoclonal/isolation & purification , Antibodies, Neutralizing/immunology , Antibody Formation/immunology , Binding, Competitive , Humans , Immunoglobulin G/metabolism , Mutation/genetics , Protein Domains , Somatic Hypermutation, Immunoglobulin/genetics
18.
Cell ; 184(8): 2212-2228.e12, 2021 04 15.
Article in English | MEDLINE | ID: mdl-33713620

ABSTRACT

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) can cause acute respiratory disease and multiorgan failure. Finding human host factors that are essential for SARS-CoV-2 infection could facilitate the formulation of treatment strategies. Using a human kidney cell line-HK-2-that is highly susceptible to SARS-CoV-2, we performed a genome-wide RNAi screen and identified virus dependency factors (VDFs), which play regulatory roles in biological pathways linked to clinical manifestations of SARS-CoV-2 infection. We found a role for a secretory form of SARS-CoV-2 receptor, soluble angiotensin converting enzyme 2 (sACE2), in SARS-CoV-2 infection. Further investigation revealed that SARS-CoV-2 exploits receptor-mediated endocytosis through interaction between its spike with sACE2 or sACE2-vasopressin via AT1 or AVPR1B, respectively. Our identification of VDFs and the regulatory effect of sACE2 on SARS-CoV-2 infection shed insight into pathogenesis and cell entry mechanisms of SARS-CoV-2 as well as potential treatment strategies for COVID-19.


Subject(s)
Angiotensin-Converting Enzyme 2/immunology , Host Microbial Interactions/immunology , SARS-CoV-2/immunology , Spike Glycoprotein, Coronavirus/immunology , Vasopressins/immunology , Virus Internalization , COVID-19/immunology , COVID-19/virology , Cell Line , Humans , Protein Binding
19.
Cell ; 184(23): 5699-5714.e11, 2021 11 11.
Article in English | MEDLINE | ID: mdl-34735795

ABSTRACT

Extension of the interval between vaccine doses for the BNT162b2 mRNA vaccine was introduced in the United Kingdom to accelerate population coverage with a single dose. At this time, trial data were lacking, and we addressed this in a study of United Kingdom healthcare workers. The first vaccine dose induced protection from infection from the circulating alpha (B.1.1.7) variant over several weeks. In a substudy of 589 individuals, we show that this single dose induces severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) neutralizing antibody (NAb) responses and a sustained B and T cell response to the spike protein. NAb levels were higher after the extended dosing interval (6-14 weeks) compared with the conventional 3- to 4-week regimen, accompanied by enrichment of CD4+ T cells expressing interleukin-2 (IL-2). Prior SARS-CoV-2 infection amplified and accelerated the response. These data on dynamic cellular and humoral responses indicate that extension of the dosing interval is an effective immunogenic protocol.


Subject(s)
COVID-19 Vaccines/immunology , Vaccines, Synthetic/immunology , Adult , Aged , Antibodies, Neutralizing/immunology , Antibodies, Viral/immunology , BNT162 Vaccine , COVID-19/blood , COVID-19/immunology , COVID-19/virology , Cross-Priming/immunology , Dose-Response Relationship, Immunologic , Ethnicity , Female , Humans , Immunity , Immunoglobulin G/immunology , Linear Models , Male , Middle Aged , Reference Standards , SARS-CoV-2/immunology , T-Lymphocytes/immunology , Treatment Outcome , Young Adult , mRNA Vaccines
20.
Cell ; 184(8): 2201-2211.e7, 2021 04 15.
Article in English | MEDLINE | ID: mdl-33743891

ABSTRACT

SARS-CoV-2 has caused over 2 million deaths in little over a year. Vaccines are being deployed at scale, aiming to generate responses against the virus spike. The scale of the pandemic and error-prone virus replication is leading to the appearance of mutant viruses and potentially escape from antibody responses. Variant B.1.1.7, now dominant in the UK, with increased transmission, harbors 9 amino acid changes in the spike, including N501Y in the ACE2 interacting surface. We examine the ability of B.1.1.7 to evade antibody responses elicited by natural SARS-CoV-2 infection or vaccination. We map the impact of N501Y by structure/function analysis of a large panel of well-characterized monoclonal antibodies. B.1.1.7 is harder to neutralize than parental virus, compromising neutralization by some members of a major class of public antibodies through light-chain contacts with residue 501. However, widespread escape from monoclonal antibodies or antibody responses generated by natural infection or vaccination was not observed.


Subject(s)
Antibodies, Monoclonal/immunology , Antibodies, Neutralizing/immunology , Antibodies, Viral/immunology , COVID-19/immunology , SARS-CoV-2/immunology , Spike Glycoprotein, Coronavirus/immunology , Animals , Antibodies, Neutralizing/blood , Antibodies, Viral/blood , CHO Cells , COVID-19/epidemiology , Chlorocebus aethiops , Cricetulus , HEK293 Cells , Humans , Pandemics , Protein Binding , Structure-Activity Relationship , Vero Cells
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