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1.
Front Immunol ; 15: 1385850, 2024.
Article in English | MEDLINE | ID: mdl-38726014

ABSTRACT

Introduction: Chagas disease is a neglected parasitic disease caused by Trypanosoma cruzi. While most patients are asymptomatic, around 30% develop Chronic Chagasic Cardiomyopathy (CCC). Methods: Here, we employed high-dimensional flow cytometry to analyze CD4+ T and B cell compartments in patients during the chronic phase of Chagas disease, presenting the asymptomatic and mild or moderate/severe cardiac clinical forms. Results: Effector CD27-CD4+ T cells were expanded in both CCC groups, and only mild CCC patients showed higher frequencies of effector memory and T follicular helper (Tfh) cells than healthy donors (CTL) and asymptomatic patients. Unsupervised analysis confirmed these findings and further revealed the expansion of a specific subpopulation composed of Tfh, transitional, and central memory CD4+ T cells bearing a phenotype associated with strong activation, differentiation, and exhaustion in patients with mild but not moderate/severe CCC. In contrast, patients with mild and moderate/severe CCC had lower frequencies of CD4+ T cells expressing lower levels of activation markers, suggesting resting status, than CTL. Regarding the B cell compartment, no alterations were found in naïve CD21-, memory cells expressing IgM or IgD, marginal zone, and plasma cells in patients with Chagas disease. However, expansion of class-switched activated and atypical memory B cells was observed in all clinical forms, and more substantially in mild CCC patients. Discussion: Taken together, our results showed that T. cruzi infection triggers changes in CD4+ T and B cell compartments that are more pronounced in the mild CCC clinical form, suggesting an orchestrated cellular communication during Chagas disease. Conclusion: Overall, these findings reinforce the heterogeneity and complexity of the immune response in patients with chronic Chagas disease and may provide new insights into disease pathology and potential markers to guide clinical decisions.


Subject(s)
CD4-Positive T-Lymphocytes , Chagas Cardiomyopathy , Humans , Chagas Cardiomyopathy/immunology , Male , Middle Aged , Female , CD4-Positive T-Lymphocytes/immunology , Adult , B-Lymphocytes/immunology , Trypanosoma cruzi/immunology , Chronic Disease , Aged , Lymphocyte Activation/immunology
2.
Cell Rep Methods ; 3(10): 100619, 2023 Oct 23.
Article in English | MEDLINE | ID: mdl-37883924

ABSTRACT

High-dimensional flow cytometry is the gold standard to study the human immune system in large cohorts. However, large sample sizes increase inter-experimental variation because of technical and experimental inaccuracies introduced by batch variability. Our high-throughput sample processing pipeline in combination with 28-color flow cytometry focuses on increased throughput (192 samples/experiment) and high reproducibility. We implemented quality control checkpoints to reduce technical and experimental variation. Finally, we integrated FlowSOM clustering to facilitate automated data analysis and demonstrate the reproducibility of our pipeline in a study with 3,357 samples. We reveal age-associated immune dynamics in 2,300 individuals, signified by decreasing T and B cell subsets with age. In addition, by combining genetic analyses, our approach revealed unique immune signatures associated with a single nucleotide polymorphism (SNP) that abrogates CD45 isoform splicing. In summary, we provide a versatile and reliable high-throughput, flow cytometry-based pipeline for immune discovery and exploration in large cohorts.


Subject(s)
B-Lymphocyte Subsets , Leukocytes , Humans , Immunophenotyping , Reproducibility of Results , Flow Cytometry/methods
3.
J Transl Med ; 20(1): 551, 2022 11 30.
Article in English | MEDLINE | ID: mdl-36447264

ABSTRACT

Chagas disease is a neglected tropical disease in Latin America and an imported emerging disease worldwide. Chronic Chagas disease cardiomyopathy (CCC) is the most prominent clinical form and can lead to heart failure, thromboembolism, and sudden death. While previous reports have supported a role for CD4+ T lymphocytes in the pathogenesis of CCC a comprehensive analysis of these cells during different clinical forms is lacking. Here, we used high-dimensional flow cytometry to assess the diversity of circulating CD4+ T cells in patients with distinct clinical forms. We found increased frequencies of CD4+CD69+ T cells in patients compared to controls. CD39+ regulatory T cells, represented by mesocluster 6 were reduced in mild CCC patients compared to controls. Cytotoxic CD4+ T cells co-expressing granzyme B and perforin were expanded in patients with Chagas disease and were higher in patients with mild CCC compared to controls. Furthermore, patients with mild CCC displayed higher frequencies of multifunctional effector memory CD4+ T cells. Our results demonstrate an expansion in activated CD4+ T cells and a decrease in a functional subset of regulatory T cells associated with the onset of Chagas cardiomyopathy, suggesting their role in the establishment of cardiac lesions and as potential biomarkers for disease aggravation.


Subject(s)
Cardiomyopathies , Chagas Disease , Heart Failure , Humans , Lymphocyte Count , T-Lymphocytes, Regulatory , Chagas Disease/complications
4.
Nat Commun ; 13(1): 7255, 2022 11 25.
Article in English | MEDLINE | ID: mdl-36433939

ABSTRACT

Severe COVID-19 causes profound immune perturbations, but pre-infection immune signatures contributing to severe COVID-19 remain unknown. Genome-wide association studies (GWAS) identified strong associations between severe disease and several chemokine receptors and molecules from the type I interferon pathway. Here, we define immune signatures associated with severe COVID-19 using high-dimensional flow cytometry. We measure the cells of the peripheral immune system from individuals who recovered from mild, moderate, severe or critical COVID-19 and focused only on those immune signatures returning to steady-state. Individuals that suffered from severe COVID-19 show reduced frequencies of T cell, mucosal-associated invariant T cell (MAIT) and dendritic cell (DC) subsets and altered chemokine receptor expression on several subsets, such as reduced levels of CCR1 and CCR2 on monocyte subsets. Furthermore, we find reduced frequencies of type I interferon-producing plasmacytoid DCs and altered IFNAR2 expression on several myeloid cells in individuals recovered from severe COVID-19. Thus, these data identify potential immune mechanisms contributing to severe COVID-19.


Subject(s)
COVID-19 , Interferon Type I , Humans , COVID-19/genetics , COVID-19/immunology , Dendritic Cells , Genome-Wide Association Study , Interferon Type I/genetics , Phenotype , Receptors, Chemokine
5.
Immunity ; 55(6): 1051-1066.e4, 2022 06 14.
Article in English | MEDLINE | ID: mdl-35649416

ABSTRACT

Microbial exposures are crucial environmental factors that impact healthspan by sculpting the immune system and microbiota. Antibody profiling via Phage ImmunoPrecipitation Sequencing (PhIP-Seq) provides a high-throughput, cost-effective approach for detecting exposure and response to microbial protein products. We designed and constructed a library of 95,601 56-amino acid peptide tiles spanning 14,430 proteins with "toxin" or "virulence factor" keyword annotations. We used PhIP-Seq to profile the antibodies of ∼1,000 individuals against this "ToxScan" library. In addition to enumerating immunodominant antibody epitopes, we studied the age-dependent stability of the ToxScan profile and used a genome-wide association study to find that the MHC-II locus modulates bacterial epitope selection. We detected previously described anti-flagellin antibody responses in a Crohn's disease cohort and identified an association between anti-flagellin antibodies and juvenile dermatomyositis. PhIP-Seq with the ToxScan library is thus an effective tool for studying the environmental determinants of health and disease at cohort scale.


Subject(s)
Bacteriophages , Peptide Library , Amino Acid Sequence , Antibodies , Antibody Formation , Bacteriophages/genetics , Genome-Wide Association Study , Humans , Immunodominant Epitopes , Prevalence , Virulence Factors/genetics
6.
Res Sq ; 2022 Mar 10.
Article in English | MEDLINE | ID: mdl-35291290

ABSTRACT

Severe COVID-19 causes profound immune perturbations, but pre-infection immune signatures contributing to severe COVID-19 remain unknown. Genome-wide association studies (GWAS) identified strong associations between severe disease and several chemokine receptors and molecules from the type I interferon pathway. Here, we define immune signatures associated with severe COVID-19 using high-dimensional flow cytometry. We measured the peripheral immune system from individuals who recovered from mild, moderate, severe or critical COVID-19 and focused only on those immune signatures returning to steady-state. Individuals that suffered from severe COVID-19 showed reduced frequencies of T cell, MAIT cell and dendritic cell (DCs) subsets and altered chemokine receptor expression on several subsets, such as reduced levels of CCR1 and CCR2 on monocyte subsets. Furthermore, we found reduced frequencies of type I interferon-producing plasmacytoid DCs and altered IFNAR2 expression on several myeloid cells in individuals recovered from severe COVID-19. Thus, these data identify potential immune mechanisms contributing to severe COVID-19.

7.
Immunity ; 55(1): 174-184.e5, 2022 01 11.
Article in English | MEDLINE | ID: mdl-35021055

ABSTRACT

Human immune responses to viral infections are highly variable, but the genetic factors that contribute to this variability are not well characterized. We used VirScan, a high-throughput epitope scanning technology, to analyze pan-viral antibody reactivity profiles of twins and SNP-genotyped individuals. Using these data, we determined the heritability and genomic loci associated with antibody epitope selection, response breadth, and control of Epstein-Barr virus (EBV) viral load. 107 EBV peptide reactivities were heritable and at least two Epstein-Barr nuclear antigen 2 (EBNA-2) reactivities were associated with variants in the MHC class II locus. We identified an EBV serosignature that predicted viral load in peripheral blood mononuclear cells and was associated with variants in the MHC class I locus. Our study illustrates the utility of epitope profiling to investigate the genetics of pathogen immunity, reports heritable features of the antibody response to viruses, and identifies specific HLA loci important for EBV epitope selection.


Subject(s)
Antibodies, Viral/metabolism , Epitopes/metabolism , Epstein-Barr Virus Infections/genetics , Epstein-Barr Virus Nuclear Antigens/metabolism , Genotype , Herpesvirus 4, Human/physiology , Immunodominant Epitopes/metabolism , Viral Proteins/metabolism , Adolescent , Adult , Aged , Cohort Studies , Epitope Mapping , Epitopes/genetics , Epstein-Barr Virus Infections/immunology , Epstein-Barr Virus Nuclear Antigens/genetics , Female , HLA Antigens/genetics , HLA Antigens/metabolism , Humans , Immunity, Humoral , Immunodominant Epitopes/genetics , Male , Middle Aged , Peptides/genetics , Polymorphism, Single Nucleotide , Quantitative Trait, Heritable , Seroepidemiologic Studies , Viral Load , Viral Proteins/genetics , Young Adult
8.
Hum Mol Genet ; 31(12): 1946-1961, 2022 06 22.
Article in English | MEDLINE | ID: mdl-34970970

ABSTRACT

BACKGROUND: FCGR2A binds antibody-antigen complexes to regulate the abundance of circulating and deposited complexes along with downstream immune and autoimmune responses. Although the abundance of FCRG2A may be critical in immune-mediated diseases, little is known about whether its surface expression is regulated through cis genomic elements and non-coding variants. In the current study, we aimed to characterize the regulation of FCGR2A expression, the impact of genetic variation and its association with autoimmune disease. METHODS: We applied CRISPR-based interference and editing to scrutinize 1.7 Mb of open chromatin surrounding the FCGR2A gene to identify regulatory elements. Relevant transcription factors (TFs) binding to these regions were defined through public databases. Genetic variants affecting regulation were identified using luciferase reporter assays and were verified in a cohort of 1996 genotyped healthy individuals using flow cytometry. RESULTS: We identified a complex proximal region and five distal enhancers regulating FCGR2A. The proximal region split into subregions upstream and downstream of the transcription start site, was enriched in binding of inflammation-regulated TFs, and harbored a variant associated with FCGR2A expression in primary myeloid cells. One distal enhancer region was occupied by CCCTC-binding factor (CTCF) whose binding site was disrupted by a rare genetic variant, altering gene expression. CONCLUSIONS: The FCGR2A gene is regulated by multiple proximal and distal genomic regions, with links to autoimmune disease. These findings may open up novel therapeutic avenues where fine-tuning of FCGR2A levels may constitute a part of treatment strategies for immune-mediated diseases.


Subject(s)
Autoimmune Diseases , Enhancer Elements, Genetic , Receptors, IgG , Autoimmune Diseases/genetics , Binding Sites , Genomics , Genotype , Humans , Receptors, IgG/genetics
9.
Nat Commun ; 12(1): 6705, 2021 11 18.
Article in English | MEDLINE | ID: mdl-34795280

ABSTRACT

The V3 loop of the HIV-1 envelope (Env) protein elicits a vigorous, but largely non-neutralizing antibody response directed to the V3-crown, whereas rare broadly neutralizing antibodies (bnAbs) target the V3-base. Challenging this view, we present V3-crown directed broadly neutralizing Designed Ankyrin Repeat Proteins (bnDs) matching the breadth of V3-base bnAbs. While most bnAbs target prefusion Env, V3-crown bnDs bind open Env conformations triggered by CD4 engagement. BnDs achieve breadth by focusing on highly conserved residues that are accessible in two distinct V3 conformations, one of which resembles CCR5-bound V3. We further show that these V3-crown conformations can, in principle, be attacked by antibodies. Supporting this conclusion, analysis of antibody binding activity in the Swiss 4.5 K HIV-1 cohort (n = 4,281) revealed a co-evolution of V3-crown reactivities and neutralization breadth. Our results indicate a role of V3-crown responses and its conformational preferences in bnAb development to be considered in preventive and therapeutic approaches.


Subject(s)
Antibodies, Neutralizing/immunology , HIV Antibodies/immunology , HIV-1/immunology , Protein Conformation , env Gene Products, Human Immunodeficiency Virus/chemistry , Antibodies, Neutralizing/metabolism , Cell Line, Tumor , Epitopes/genetics , Epitopes/immunology , Epitopes/metabolism , HEK293 Cells , HIV Antibodies/metabolism , HIV-1/genetics , HIV-1/metabolism , Humans , Immunoglobulin G/immunology , Immunoglobulin G/metabolism , Molecular Docking Simulation , Molecular Dynamics Simulation , Mutation , Protein Binding , env Gene Products, Human Immunodeficiency Virus/genetics , env Gene Products, Human Immunodeficiency Virus/immunology
12.
Cytometry A ; 99(3): 231-242, 2021 03.
Article in English | MEDLINE | ID: mdl-33200508

ABSTRACT

Professional antigen-presenting cells (APCs), which include dendritic cells (DCs) and monocytes are essential for inducing and steering adaptive T-cell responses. Recent technological developments in single-cell analysis have significantly advanced our understanding of APC subset heterogeneity. To accurately resolve this functional diversity and to account for tissue-specific adaptation, novel phenotyping markers have been described more recently. While some of these largely overlap with traditionally used markers, more fine-grained phenotyping might be essential during inflammatory settings, where the traditional distinction between monocytes and dendritic cells has become blurred. Within this phenotype report, we provide a concise overview of traditional and recently described markers for the phenotyping of DCs and monocytes in the human system.


Subject(s)
Dendritic Cells , Monocytes , Humans , Phenotype , Single-Cell Analysis , T-Lymphocytes
13.
Cytometry A ; 97(10): 1037-1043, 2020 10.
Article in English | MEDLINE | ID: mdl-32741082

ABSTRACT

This 24-color flow cytometry panel focuses on characterizing antigen-specific B cells and precise delineation of B-cell subsets in chronic infections and is applicable to other chronic diseases such as autoimmunity. The panel was optimized for human cryopreserved peripheral blood mononuclear cells (PBMCs). Markers were chosen to extensively distinguish B-cell lineages (CD19, CD20, CD10, CD38, CD24, IgM, IgD, CD27, CD21, CD43, CD5). Inclusion of antigen-specific probes was of high priority in order to assess hepatitis B virus (HBV) antigen-specific B cells for our purposes. These probes can be readily exchanged for other pathogen-specific probes or additional markers for the panel to be tailored to desired research questions beyond HBV. In addition, we included a comprehensive and unique set of functional markers such as chemokine receptors (CXCR3, CXCR5), co-stimulatory molecule (CD86), Fc receptor (CD32), regulatory molecules (BTLA, CD39), and inhibitory markers associated with chronic infections (PD-1, FcRL5, CD11c, CD22) to enable in-depth analysis of global and antigen-specific B cells during chronic infection. © 2020 International Society for Advancement of Cytometry.


Subject(s)
B-Lymphocyte Subsets , Leukocytes, Mononuclear , B-Lymphocytes , Flow Cytometry , Humans , Receptors, CXCR5
14.
Cytometry A ; 95(11): 1129-1134, 2019 11.
Article in English | MEDLINE | ID: mdl-31334913

ABSTRACT

We developed this comprehensive 28-color flow cytometry panel with the aim to measure a variety of T cell effector functions in combination with T cell differentiation markers (CCR7, CD27, CD28, CD45RO, CD95) in γδ T cells and CD4+ and CD8+ αß T cells (Table 1). The effector functions measured in this panel include activation and co-stimulatory molecules (CD69, CD137, and CD154), cytokines (IL-2, IL-13, IL-17A, IL-21, IL-22, TNF, and IFNγ), the chemokine IL-8, cytotoxic molecules (perforin and granzyme B), and the degranulation marker CD107a. In addition, Ki67 enables the identification and analysis of recently activated T cells. To characterize regulatory T cells (Tregs ), we included CD25, CD39, and the canonical Tregs transcription factor FoxP3. We developed and optimized this panel for cryopreserved human peripheral blood mononuclear cells (PBMC) and stimulation with phorbol 12-myristate 13-acetate (PMA) and ionomycin. However, we successfully tested other types of stimulation such as staphylococcus enterotoxin B (SEB) or a mix of immunodominant peptides (CEF peptide pool) from cytomegalovirus (CMV), Epstein-Barr virus (EBV) and influenza. Published 2019. This article is a U.S. Government work and is in the public domain in the USA.


Subject(s)
Flow Cytometry , T-Lymphocytes, Regulatory/metabolism , T-Lymphocytes/metabolism , Antigens, CD/metabolism , Antigens, Differentiation, T-Lymphocyte/metabolism , CD28 Antigens/metabolism , CD40 Ligand/metabolism , Cytokines/metabolism , Forkhead Transcription Factors/metabolism , Granzymes/metabolism , Humans , Immunophenotyping , Interleukin-8/metabolism , Ki-67 Antigen/metabolism , Lectins, C-Type/metabolism , Leukocyte Common Antigens/metabolism , Leukocytes, Mononuclear/drug effects , Leukocytes, Mononuclear/metabolism , Lymphocyte Activation , Lysosomal-Associated Membrane Protein 1/metabolism , Perforin/metabolism , Receptors, CCR7/metabolism , Tumor Necrosis Factor Receptor Superfamily, Member 7/metabolism , Tumor Necrosis Factor Receptor Superfamily, Member 9/metabolism , fas Receptor/metabolism
16.
J Exp Med ; 216(9): 2071-2090, 2019 09 02.
Article in English | MEDLINE | ID: mdl-31221742

ABSTRACT

Perturbations in B cells are a hallmark of HIV-1 infection. This is signified by increased numbers of exhausted CD21neg memory B cells, driven by continuous antigen-specific and bystander activation. Using high-dimensional flow cytometry, we demonstrate that this exhausted phenotype is also prevalent among peripheral antigen-inexperienced naive and marginal zone (MZ) B cells in acute and chronic HIV-1 infection. A substantial fraction of naive and MZ B cells exhibit down-regulated CD21 levels and diminished response to B cell receptor (BCR)-dependent stimulation. Compared with CD21pos subsets, the CD21neg naive and MZ B cells differ in the expression of chemokine receptors and activation markers. Effective antiretroviral treatment normalizes peripheral naive and MZ B cell populations. Our results emphasize a more widely spread impairment of B cells in HIV-1 infection than previously appreciated, including antigen-inexperienced cells. This highlights the importance of monitoring functional capacities of naive B cells in HIV-1 infection, as exhausted CD21neg naive B cells may severely impair induction of novel B cell responses.


Subject(s)
B-Lymphocytes/immunology , HIV Infections/immunology , HIV-1/immunology , Algorithms , Antiretroviral Therapy, Highly Active , Apoptosis , B-Lymphocyte Subsets/immunology , Biomarkers/metabolism , Cell Proliferation , Clonal Anergy , HIV Infections/drug therapy , Humans , Lymphocyte Activation/immunology , Phenotype , Receptors, Chemokine/metabolism , Receptors, Complement 3d/metabolism , Receptors, Interleukin-21/metabolism
17.
19.
Nature ; 561(7723): 406-410, 2018 09.
Article in English | MEDLINE | ID: mdl-30202088

ABSTRACT

Understanding the determinants of broadly neutralizing antibody (bNAb) evolution is crucial for the development of bNAb-based HIV vaccines1. Despite emerging information on cofactors that promote bNAb evolution in natural HIV-1 infections, in which the induction of bNAbs is genuinely rare2, information on the impact of the infecting virus strain on determining the breadth and specificity of the antibody responses to HIV-1 is lacking. Here we analyse the influence of viral antigens in shaping antibody responses in humans. We call the ability of a virus strain to induce similar antibody responses across different hosts its antibody-imprinting capacity, which from an evolutionary biology perspective corresponds to the viral heritability of the antibody responses. Analysis of 53 measured parameters of HIV-1-binding and neutralizing antibody responses in a cohort of 303 HIV-1 transmission pairs (individuals who harboured highly related HIV-1 strains and were putative direct transmission partners or members of an HIV-1 transmission chain) revealed that the effect of the infecting virus on the outcome of the bNAb response is moderate in magnitude but highly significant. We introduce the concept of bNAb-imprinting viruses and provide evidence for the existence of such viruses in a systematic screening of our cohort. The bNAb-imprinting capacity can be substantial, as indicated by a transmission pair with highly similar HIV-1 antibody responses and strong bNAb activity. Identification of viruses that have bNAb-imprinting capacities and their characterization may thus provide the potential to develop lead immunogens.


Subject(s)
Antibodies, Neutralizing/immunology , HIV Antibodies/immunology , HIV Infections/immunology , HIV Infections/virology , HIV-1/classification , HIV-1/immunology , AIDS Vaccines/immunology , Antibodies, Neutralizing/analysis , Female , HIV Antibodies/analysis , HIV Infections/transmission , HIV-1/isolation & purification , Humans , Male
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