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1.
iScience ; 25(4): 104034, 2022 Apr 15.
Article En | MEDLINE | ID: mdl-35345453

Effective clinical management of acute dengue virus (DENV) infection relies on the timing of suitable treatments during the disease progression. We analyzed single-cell transcriptomic profiles of the peripheral blood mononuclear cell samples from two DENV patients, collected daily during acute phase and also at convalescence. Key immune cell types demonstrated different dynamic responses over the course of the infection. On the day before defervescence (Day -1), we observed the peak expression of several prominent genes in the adaptive immunological pathways. We also characterized unique effector T cell clusters that expressed skin-homing signature genes at Day -1, whereas upregulation of skin and gut homing genes was also observed in plasma cells and plasmablasts during the febrile period. This work provides an overview of unique molecular dynamics that signify the entry of the critical phase, and the findings could improve the patient management of DENV infection.

2.
Nature ; 602(7896): 321-327, 2022 02.
Article En | MEDLINE | ID: mdl-34937051

It is not fully understood why COVID-19 is typically milder in children1-3. Here, to examine the differences between children and adults in their response to SARS-CoV-2 infection, we analysed paediatric and adult patients with COVID-19 as well as healthy control individuals (total n = 93) using single-cell multi-omic profiling of matched nasal, tracheal, bronchial and blood samples. In the airways of healthy paediatric individuals, we observed cells that were already in an interferon-activated state, which after SARS-CoV-2 infection was further induced especially in airway immune cells. We postulate that higher paediatric innate interferon responses restrict viral replication and disease progression. The systemic response in children was characterized by increases in naive lymphocytes and a depletion of natural killer cells, whereas, in adults, cytotoxic T cells and interferon-stimulated subpopulations were significantly increased. We provide evidence that dendritic cells initiate interferon signalling in early infection, and identify epithelial cell states associated with COVID-19 and age. Our matching nasal and blood data show a strong interferon response in the airways with the induction of systemic interferon-stimulated populations, which were substantially reduced in paediatric patients. Together, we provide several mechanisms that explain the milder clinical syndrome observed in children.


COVID-19/blood , COVID-19/immunology , Dendritic Cells/immunology , Interferons/immunology , Killer Cells, Natural/immunology , SARS-CoV-2/immunology , T-Lymphocytes, Cytotoxic/immunology , Adult , Bronchi/immunology , Bronchi/virology , COVID-19/pathology , Chicago , Cohort Studies , Disease Progression , Epithelial Cells/cytology , Epithelial Cells/immunology , Epithelial Cells/virology , Female , Humans , Immunity, Innate , London , Male , Nasal Mucosa/immunology , Nasal Mucosa/virology , SARS-CoV-2/growth & development , Single-Cell Analysis , Trachea/virology , Young Adult
3.
Nat Med ; 27(5): 904-916, 2021 05.
Article En | MEDLINE | ID: mdl-33879890

Analysis of human blood immune cells provides insights into the coordinated response to viral infections such as severe acute respiratory syndrome coronavirus 2, which causes coronavirus disease 2019 (COVID-19). We performed single-cell transcriptome, surface proteome and T and B lymphocyte antigen receptor analyses of over 780,000 peripheral blood mononuclear cells from a cross-sectional cohort of 130 patients with varying severities of COVID-19. We identified expansion of nonclassical monocytes expressing complement transcripts (CD16+C1QA/B/C+) that sequester platelets and were predicted to replenish the alveolar macrophage pool in COVID-19. Early, uncommitted CD34+ hematopoietic stem/progenitor cells were primed toward megakaryopoiesis, accompanied by expanded megakaryocyte-committed progenitors and increased platelet activation. Clonally expanded CD8+ T cells and an increased ratio of CD8+ effector T cells to effector memory T cells characterized severe disease, while circulating follicular helper T cells accompanied mild disease. We observed a relative loss of IgA2 in symptomatic disease despite an overall expansion of plasmablasts and plasma cells. Our study highlights the coordinated immune response that contributes to COVID-19 pathogenesis and reveals discrete cellular components that can be targeted for therapy.


COVID-19/immunology , Proteome , SARS-CoV-2/immunology , Single-Cell Analysis/methods , Transcriptome , Cross-Sectional Studies , Humans , Monocytes/immunology , Receptors, Antigen, B-Cell/immunology , Receptors, Antigen, T-Cell/immunology , T-Lymphocytes/immunology
4.
J Immunol ; 205(12): 3247-3262, 2020 12 15.
Article En | MEDLINE | ID: mdl-33168576

T follicular regulatory (TFR) cells limit Ab responses, but the underlying mechanisms remain largely unknown. In this study, we identify Fgl2 as a soluble TFR cell effector molecule through single-cell gene expression profiling. Highly expressed by TFR cells, Fgl2 directly binds to B cells, especially light-zone germinal center B cells, as well as to T follicular helper (TFH) cells, and directly regulates B cells and TFH in a context-dependent and type 2 Ab isotype-specific manner. In TFH cells, Fgl2 induces the expression of Prdm1 and a panel of checkpoint molecules, including PD1, TIM3, LAG3, and TIGIT, resulting in TFH cell dysfunction. Mice deficient in Fgl2 had dysregulated Ab responses at steady-state and upon immunization. In addition, loss of Fgl2 results in expansion of autoreactive B cells upon immunization. Consistent with this observation, aged Fgl2-/- mice spontaneously developed autoimmunity associated with elevated autoantibodies. Thus, Fgl2 is a TFR cell effector molecule that regulates humoral immunity and limits systemic autoimmunity.


Antibody Formation , Autoantibodies/immunology , Autoimmune Diseases/immunology , B-Lymphocytes/immunology , Fibrinogen/immunology , Animals , Antigens, CD/genetics , Antigens, CD/immunology , Autoimmune Diseases/genetics , Fibrinogen/genetics , Hepatitis A Virus Cellular Receptor 2/genetics , Hepatitis A Virus Cellular Receptor 2/immunology , Mice , Mice, Knockout , Programmed Cell Death 1 Receptor/genetics , Programmed Cell Death 1 Receptor/immunology , Receptors, Immunologic/genetics , Receptors, Immunologic/immunology , T-Lymphocytes, Regulatory/immunology , Lymphocyte Activation Gene 3 Protein
5.
ArXiv ; 2020 Mar 13.
Article En | MEDLINE | ID: mdl-32550242

The SARS-CoV-2 coronavirus, the etiologic agent responsible for COVID-19 coronavirus disease, is a global threat. To better understand viral tropism, we assessed the RNA expression of the coronavirus receptor, ACE2, as well as the viral S protein priming protease TMPRSS2 thought to govern viral entry in single-cell RNA-sequencing (scRNA-seq) datasets from healthy individuals generated by the Human Cell Atlas consortium. We found that ACE2, as well as the protease TMPRSS2, are differentially expressed in respiratory and gut epithelial cells. In-depth analysis of epithelial cells in the respiratory tree reveals that nasal epithelial cells, specifically goblet/secretory cells and ciliated cells, display the highest ACE2 expression of all the epithelial cells analyzed. The skewed expression of viral receptors/entry-associated proteins towards the upper airway may be correlated with enhanced transmissivity. Finally, we showed that many of the top genes associated with ACE2 airway epithelial expression are innate immune-associated, antiviral genes, highly enriched in the nasal epithelial cells. This association with immune pathways might have clinical implications for the course of infection and viral pathology, and highlights the specific significance of nasal epithelia in viral infection. Our findings underscore the importance of the availability of the Human Cell Atlas as a reference dataset. In this instance, analysis of the compendium of data points to a particularly relevant role for nasal goblet and ciliated cells as early viral targets and potential reservoirs of SARS-CoV-2 infection. This, in turn, serves as a biological framework for dissecting viral transmission and developing clinical strategies for prevention and therapy.

6.
Nat Med ; 26(5): 681-687, 2020 05.
Article En | MEDLINE | ID: mdl-32327758

We investigated SARS-CoV-2 potential tropism by surveying expression of viral entry-associated genes in single-cell RNA-sequencing data from multiple tissues from healthy human donors. We co-detected these transcripts in specific respiratory, corneal and intestinal epithelial cells, potentially explaining the high efficiency of SARS-CoV-2 transmission. These genes are co-expressed in nasal epithelial cells with genes involved in innate immunity, highlighting the cells' potential role in initial viral infection, spread and clearance. The study offers a useful resource for further lines of inquiry with valuable clinical samples from COVID-19 patients and we provide our data in a comprehensive, open and user-friendly fashion at www.covid19cellatlas.org.

7.
Adv Immunol ; 141: 1-31, 2019.
Article En | MEDLINE | ID: mdl-30904130

CD4 T cells are major immune cell types that mediate effector responses appropriate for diverse incoming threats. These cells have been categorized into different subsets based on how they are induced, expression of specific master transcription factors, and the resulting effector cell phenotypes as defined by expression of signature cytokines. However, recent studies assessing the expression of gene modules in single CD4 T cells, rather than expression of one or a few signature genes, have provided a more complex picture in which the canonical model does not fit as cleanly as proposed. Here, we review the concepts of lineage commitment, plasticity and functional heterogeneity in the context of this greater complexity. We then apply our current understanding of CD4 T cell subsets to discuss outstanding questions regarding follicular helper T cells and follicular regulatory T cells with respect to their shared features with other known CD4 T cell subsets.


CD4-Positive T-Lymphocytes/immunology , Cell Lineage/immunology , Gene Regulatory Networks/immunology , T-Lymphocytes, Helper-Inducer/immunology , T-Lymphocytes, Regulatory/immunology , Animals , CD4-Positive T-Lymphocytes/metabolism , Cell Differentiation/immunology , Cell Lineage/genetics , Cytokines/immunology , Cytokines/metabolism , Epigenesis, Genetic/immunology , Gene Regulatory Networks/genetics , Genomics , Humans , Mice , Models, Immunological , Single-Cell Analysis , T-Lymphocytes, Helper-Inducer/metabolism , T-Lymphocytes, Regulatory/metabolism , Transcription Factors/immunology
8.
Nat Immunol ; 17(12): 1436-1446, 2016 Dec.
Article En | MEDLINE | ID: mdl-27695002

Follicular regulatory T cells (TFR cells) inhibit follicular helper T cell (TFH cell)-mediated antibody production. The mechanisms by which TFR cells exert their key immunoregulatory functions are largely unknown. Here we found that TFR cells induced a distinct suppressive state in TFH cells and B cells, in which effector transcriptional signatures were maintained but key effector molecules and metabolic pathways were suppressed. The suppression of B cell antibody production and metabolism by TFR cells was durable and persisted even in the absence of TFR cells. This durable suppression was due in part to epigenetic changes. The cytokine IL-21 was able to overcome TFR cell-mediated suppression and inhibited TFR cells and stimulated B cells. By determining mechanisms of TFR cell-mediated suppression, we have identified methods for modulating the function of TFR cells and antibody production.


B-Lymphocyte Subsets/immunology , Germinal Center/immunology , Immune Tolerance , T-Lymphocytes, Helper-Inducer/immunology , T-Lymphocytes, Regulatory/immunology , Animals , Antibody Formation , Cells, Cultured , Epigenesis, Genetic , Forkhead Transcription Factors/metabolism , Interleukin-21 Receptor alpha Subunit/genetics , Interleukins/metabolism , Mice , Mice, Inbred C57BL , Mice, Knockout
9.
Immunity ; 38(1): 119-30, 2013 Jan 24.
Article En | MEDLINE | ID: mdl-23246311

Toll-like receptor 11 (TLR11) recognizes T. gondii profilin (TgPRF) and is required for interleukin-12 production and induction of immune responses that limit cyst burden in Toxoplasma gondii-infected mice. However, TLR11 only modestly affects survival of T. gondii-challenged mice. We report that TLR12, a previously uncharacterized TLR, also recognized TgPRF. TLR12 was sufficient for recognition of TgPRF by plasmacytoid dendritic cells (pDCs), whereas TLR11 and TLR12 were both required in macrophages and conventional DCs. In contrast to TLR11, TLR12-deficient mice succumb rapidly to T. gondii infection. TLR12-dependent induction of IL-12 and IFN-α in pDCs led to production of IFN-γ by NK cells. Consistent with this observation, the partial resistance of Tlr11(-/-) mice is lost upon pDC or NK cell depletion. Thus, TLR12 is critical for the innate immune response to T. gondii, and this TLR may promote host resistance by triggering pDC and NK cell function.


Host-Pathogen Interactions/immunology , Profilins/metabolism , Toll-Like Receptors/metabolism , Toxoplasma/immunology , Toxoplasmosis, Animal/immunology , Toxoplasmosis, Animal/metabolism , Amino Acid Sequence , Animals , Bone Marrow Cells/immunology , Bone Marrow Cells/metabolism , Dendritic Cells/immunology , Dendritic Cells/metabolism , Genetic Predisposition to Disease , Immunity, Innate , Interferon-alpha/biosynthesis , Interferon-gamma/biosynthesis , Interleukin-12/biosynthesis , Killer Cells, Natural/immunology , Killer Cells, Natural/metabolism , Mice , Mice, Knockout , Molecular Sequence Data , NF-kappa B/metabolism , Profilins/immunology , Protein Binding , Protein Multimerization , Sequence Alignment , Toll-Like Receptors/chemistry , Toll-Like Receptors/genetics , Toll-Like Receptors/immunology , Toxoplasmosis, Animal/genetics
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