ABSTRACT
As the dimensionality, throughput and complexity of cytometry data increases, so does the demand for user-friendly, interactive analysis tools that leverage high-performance machine learning frameworks. Here we introduce FlowAtlas: an interactive web application that enables dimensionality reduction of cytometry data without down-sampling and that is compatible with datasets stained with non-identical panels. FlowAtlas bridges the user-friendly environment of FlowJo and computational tools in Julia developed by the scientific machine learning community, eliminating the need for coding and bioinformatics expertise. New population discovery and detection of rare populations in FlowAtlas is intuitive and rapid. We demonstrate the capabilities of FlowAtlas using a human multi-tissue, multi-donor immune cell dataset, highlighting key immunological findings. FlowAtlas is available at https://github.com/gszep/FlowAtlas.jl.git.
Subject(s)
Computational Biology , Flow Cytometry , Immunophenotyping , Software , Humans , Immunophenotyping/methods , Flow Cytometry/methods , Computational Biology/methods , Machine LearningABSTRACT
OBJECTIVE: Epigenetic mechanisms, including DNA methylation (DNAm), have been proposed to play a key role in Crohn's disease (CD) pathogenesis. However, the specific cell types and pathways affected as well as their potential impact on disease phenotype and outcome remain unknown. We set out to investigate the role of intestinal epithelial DNAm in CD pathogenesis. DESIGN: We generated 312 intestinal epithelial organoids (IEOs) from mucosal biopsies of 168 patients with CD (n=72), UC (n=23) and healthy controls (n=73). We performed genome-wide molecular profiling including DNAm, bulk as well as single-cell RNA sequencing. Organoids were subjected to gene editing and the functional consequences of DNAm changes evaluated using an organoid-lymphocyte coculture and a nucleotide-binding oligomerisation domain, leucine-rich repeat and CARD domain containing 5 (NLRC5) dextran sulphate sodium (DSS) colitis knock-out mouse model. RESULTS: We identified highly stable, CD-associated loss of DNAm at major histocompatibility complex (MHC) class 1 loci including NLRC5 and cognate gene upregulation. Single-cell RNA sequencing of primary mucosal tissue and IEOs confirmed the role of NLRC5 as transcriptional transactivator in the intestinal epithelium. Increased mucosal MHC-I and NLRC5 expression in adult and paediatric patients with CD was validated in additional cohorts and the functional role of MHC-I highlighted by demonstrating a relative protection from DSS-mediated mucosal inflammation in NLRC5-deficient mice. MHC-I DNAm in IEOs showed a significant correlation with CD disease phenotype and outcomes. Application of machine learning approaches enabled the development of a disease prognostic epigenetic molecular signature. CONCLUSIONS: Our study has identified epigenetically regulated intestinal epithelial MHC-I as a novel mechanism in CD pathogenesis.
Subject(s)
Crohn Disease , DNA Methylation , Epigenesis, Genetic , Intestinal Mucosa , Organoids , Humans , Crohn Disease/genetics , Crohn Disease/pathology , Crohn Disease/metabolism , Organoids/metabolism , Organoids/pathology , Intestinal Mucosa/metabolism , Intestinal Mucosa/pathology , Mice , Animals , Female , Male , Mice, Knockout , Biological Specimen Banks , Adult , Histocompatibility Antigens Class I/genetics , Histocompatibility Antigens Class I/metabolism , Disease Models, Animal , Intracellular Signaling Peptides and Proteins/genetics , Intracellular Signaling Peptides and Proteins/metabolismABSTRACT
Immunological determinants favouring emergence of broadly neutralising antibodies are crucial to the development of HIV-1 vaccination strategies. Here, we combined RNAseq and B cell cloning approaches to isolate a broadly neutralising antibody (bnAb) ELC07 from an individual living with untreated HIV-1. Using single particle cryogenic electron microscopy (cryo-EM), we show that the antibody recognises a conformational epitope at the gp120-gp41 interface. ELC07 binds the closed state of the viral glycoprotein causing considerable perturbations to the gp41 trimer core structure. Phenotypic analysis of memory B cell subsets from the ELC07 bnAb donor revealed a lack of expected HIV-1-associated dysfunction, specifically no increase in CD21-/CD27- cells was observed whilst the resting memory (CD21+/CD27+) population appeared preserved despite uncontrolled HIV-1 viraemia. Moreover, single cell transcriptomes of memory B cells from this bnAb donor showed a resting memory phenotype irrespective of the epitope they targeted or their ability to neutralise diverse strains of HIV-1. Strikingly, single memory B cells from the ELC07 bnAb donor were transcriptionally similar to memory B cells from HIV-negative individuals. Our results demonstrate that potent bnAbs can arise without the HIV-1-induced dysregulation of the memory B cell compartment and suggest that sufficient levels of antigenic stimulation with a strategically designed immunogen could be effective in HIV-negative vaccine recipients.
ABSTRACT
B cells play a central role in humoral immunity but also have antibody-independent functions. Studies to date have focused on B cells in blood and secondary lymphoid organs but whether B cells reside in non-lymphoid organs (NLO) in homeostasis is unknown. Here we identify, using intravenous labeling and parabiosis, a bona-fide tissue-resident B cell population in lung, liver, kidney and urinary bladder, a substantial proportion of which are B-1a cells. Tissue-resident B cells are present in neonatal tissues and also in germ-free mice NLOs, albeit in lower numbers than in specific pathogen-free mice and following co-housing with 'pet-store' mice. They spatially co-localise with macrophages and regulate their polarization and function, promoting an anti-inflammatory phenotype, in-part via interleukin-10 production, with effects on bacterial clearance during urinary tract infection. Thus, our data reveal a critical role for tissue-resident B cells in determining the homeostatic 'inflammatory set-point' of myeloid cells, with important consequences for tissue immunity.
Subject(s)
B-Lymphocytes , Macrophages , Mice , Animals , Antibodies , Liver , LungABSTRACT
To date, studies of tissue-resident immunity have mainly focused on innate immune cells and T cells, with limited data on B cells. B-1 B cells are a unique subset of B cells with innate-like properties, enriched in murine pleural and peritoneal cavities and distinct from conventional B-2 cells in their ontogeny, phenotype and function. Here we discuss how B-1 cells represent exemplar tissue-resident immune cells, summarizing the evidence for their long-term persistence & self-renewal within tissues, differential transcriptional programming shaped by organ-specific environmental cues, as well as their tissue-homeostatic functions. Finally, we review the emerging data supporting the presence and homeostatic role of B-1 cells across non-lymphoid organs (NLOs) both in mouse and human.
Subject(s)
B-Lymphocyte Subsets , Humans , Animals , Mice , B-Lymphocytes , Cues , Homeostasis , Peritoneal CavityABSTRACT
We present a case of a rapid clinical recovery in a critically ill kidney transplant recipient with SARS-CoV-2 positivity, Epstein-Barr virus (EBV) reactivation and probable secondary hemophagocytic lymphohistiocytosis (HLH) treated with etoposide-free regimen, based on dexamethasone and a single dose of rituximab. Although rituximab is often a part of EBV-HLH treatment strategy, its use in simultaneous Coronavirus 2019 disease (COVID-19) and solid-organ transplantation has not been reported yet. We review the current evidence for the potential of SARS-CoV-2 to trigger EBV reactivation, leading to a severe clinical illness. Finally, we compare the clinical features of hyper-inflammatory response typical for severe COVID-19 and classical secondary HLH and discuss the benefits of therapeutic B-cell depletion in both conditions.
Subject(s)
COVID-19 , Epstein-Barr Virus Infections , Kidney Transplantation , Lymphohistiocytosis, Hemophagocytic , Humans , COVID-19/complications , Epstein-Barr Virus Infections/complications , Epstein-Barr Virus Infections/diagnosis , Epstein-Barr Virus Infections/drug therapy , Herpesvirus 4, Human , Lymphohistiocytosis, Hemophagocytic/diagnosis , Lymphohistiocytosis, Hemophagocytic/drug therapy , Lymphohistiocytosis, Hemophagocytic/etiology , Rituximab/therapeutic use , SARS-CoV-2ABSTRACT
Bladder infection affects a hundred million people annually, but our understanding of bladder immunity is incomplete. We found type 17 immune response genes among the most up-regulated networks in mouse bladder following uropathogenic Escherichia coli (UPEC) challenge. Intravital imaging revealed submucosal Rorc+ cells responsive to UPEC challenge, and we found increased Il17 and IL22 transcripts in wild-type and Rag2 -/- mice, implicating group 3 innate lymphoid cells (ILC3s) as a source of these cytokines. NCR-positive and negative ILC3 subsets were identified in murine and human bladders, with local proliferation increasing IL17-producing ILC3s post infection. ILC3s made a more limited contribution to bladder IL22, with prominent early induction of IL22 evident in Th17 cells. Single-cell RNA sequencing revealed bladder NCR-negative ILC3s as the source of IL17 and identified putative ILC3-myeloid cell interactions, including via lymphotoxin-ß-LTBR. Altogether, our data provide important insights into the orchestration and execution of type 17 immunity in bladder defense.
ABSTRACT
Introduction: Cyst infection is a known complication of autosomal dominant polycystic kidney disease (ADPKD). Here, we describe incidence, risk factors, clinical presentation, and outcomes of cyst infection in kidney transplant recipient. Methods: We conducted a single-center retrospective cohort study of patients with ADPKD with renal allografts between January 1, 2009, and October 31, 2020. Cyst infection diagnosis was based on previously described clinical and radiological criteria, using positron emission tomography when available. Results: A total of 296 patients with ADPKD with renal allografts were included, and 21 patients experienced 22 episodes of cyst infection over a median follow-up of 4 (2-7) years. The cumulative incidence rate was 3% at 1 year, 6 % at 5 years, and 12% at 10 years after transplantation. In multivariate analysis, history of cyst infection before transplantation was the only significant risk factor identified to predict the occurrence of cyst infection after kidney transplantation (hazard ratio [HR] 3.47, 95% CI 1.29-9.31). The clinical presentation at diagnosis of cyst infection included isolated fever in 5 (23%) episodes, acute kidney injury in 12 (55%), and severe sepsis/septic shock in 3 (14%) episodes. Among the 16 (73%) episodes with culture positivity, Escherichia coli was the most common pathogen. There was no difference between early (≤1 year after transplantation) and late (>1 year) cyst infection episodes in terms of clinical presentation and outcomes. Cyst infection was significantly associated with graft loss (HR 3.93, 95% CI 1.21-12.80), but no causal relationship could be established. Conclusion: Incidence of cyst infection in ADPKD after kidney transplantation is low, history of cyst infection representing the main risk factor.
ABSTRACT
Single-cell genomics studies have decoded the immune cell composition of several human prenatal organs but were limited in describing the developing immune system as a distributed network across tissues. We profiled nine prenatal tissues combining single-cell RNA sequencing, antigen-receptor sequencing, and spatial transcriptomics to reconstruct the developing human immune system. This revealed the late acquisition of immune-effector functions by myeloid and lymphoid cell subsets and the maturation of monocytes and T cells before peripheral tissue seeding. Moreover, we uncovered system-wide blood and immune cell development beyond primary hematopoietic organs, characterized human prenatal B1 cells, and shed light on the origin of unconventional T cells. Our atlas provides both valuable data resources and biological insights that will facilitate cell engineering, regenerative medicine, and disease understanding.
Subject(s)
Immune System , Lymphocytes , Monocytes , Genomics , Humans , Immune System/embryology , Lymphocytes/metabolism , Monocytes/metabolism , Organ Specificity , RNA-Seq , Single-Cell AnalysisABSTRACT
The bladder is a major component of the urinary tract, an organ system that expels metabolic waste and excess water, which necessitates proximity to the external environment and its pathogens. It also houses a commensal microbiome. Therefore, its tissue immunity must resist pathogen invasion while maintaining tolerance to commensals. Bacterial infection of the bladder is common, with half of women globally experiencing one or more episodes of cystitis in their lifetime. Despite this, our knowledge of bladder immunity, particularly in humans, is incomplete. Here we consider the current view of tissue immunity in the bladder, with a focus on defense against infection. The urothelium has robust immune functionality, and its defensive capabilities are supported by resident immune cells, including macrophages, dendritic cells, natural killer cells, and γδ T cells. We discuss each in turn and consider why adaptive immune responses are often ineffective in preventing recurrent infection, as well as areas of priority for future research.
Subject(s)
Bacterial Infections , Urinary Bladder , Animals , Female , Humans , Immune Tolerance , Immunity, Innate , Macrophages , Urinary Bladder/microbiologySubject(s)
Acute Kidney Injury/drug therapy , Anti-Inflammatory Agents/administration & dosage , Anti-Neutrophil Cytoplasmic Antibody-Associated Vasculitis/drug therapy , Immunologic Factors/administration & dosage , Prednisolone/administration & dosage , Rituximab/administration & dosage , Acute Kidney Injury/immunology , Aged , Anti-Neutrophil Cytoplasmic Antibody-Associated Vasculitis/complications , Humans , Male , RecurrenceABSTRACT
The central nervous system has historically been viewed as an immune-privileged site, but recent data have shown that the meninges-the membranes that surround the brain and spinal cord-contain a diverse population of immune cells1. So far, studies have focused on macrophages and T cells, but have not included a detailed analysis of meningeal humoral immunity. Here we show that, during homeostasis, the mouse and human meninges contain IgA-secreting plasma cells. These cells are positioned adjacent to dural venous sinuses: regions of slow blood flow with fenestrations that can potentially permit blood-borne pathogens to access the brain2. Peri-sinus IgA plasma cells increased with age and following a breach of the intestinal barrier. Conversely, they were scarce in germ-free mice, but their presence was restored by gut re-colonization. B cell receptor sequencing confirmed that meningeal IgA+ cells originated in the intestine. Specific depletion of meningeal plasma cells or IgA deficiency resulted in reduced fungal entrapment in the peri-sinus region and increased spread into the brain following intravenous challenge, showing that meningeal IgA is essential for defending the central nervous system at this vulnerable venous barrier surface.
Subject(s)
Cranial Sinuses/immunology , Gastrointestinal Microbiome/immunology , Immunoglobulin A, Secretory/immunology , Intestines/immunology , Meninges/immunology , Plasma Cells/immunology , Aged , Aging/immunology , Animals , Blood-Brain Barrier/immunology , Female , Fungi/immunology , Germ-Free Life , Humans , Intestines/cytology , Intestines/microbiology , Male , Meninges/blood supply , Meninges/cytology , Mice , Mice, Inbred C57BL , Plasma Cells/cytologyABSTRACT
Antibody-mediated rejection (ABMR) represents a major cause of late allograft loss in solid organ transplantation worldwide. This process is driven by donor-specific antibodies (DSA), which develop either de-novo or, in sensitized patients, are preformed at the time of transplantation. Effective targeting of ABMR has been hampered by a lack of robust randomized controlled trials (RCT), required for the regulatory approval of new therapeutics. In this review, we discuss the evidence behind the present "standard" of care and recent progress in the development of novel strategies targeting different aspects of the alloimmune humoral response, including naïve and memory B-cell activation, the germinal centre reaction, plasma cell survival and antibody effector functions. In particular, we focus on co-stimulation blockade and its combination with next-generation proteasome inhibitors, new depleting monoclonal antibodies (anti-CD19, anti-BCMA, anti-CD38, anti-CD138), interleukin-6 blockade, complement inhibition and DSA degradation. These treatment modalities, when used in the appropriate clinical context and combination, have the potential to finally improve long-term allograft survival.
Subject(s)
Isoantibodies , Kidney Transplantation , Alleles , Graft Rejection/prevention & control , HLA Antigens , Histocompatibility , HumansABSTRACT
Gastrointestinal microbiota and immune cells interact closely and display regional specificity; however, little is known about how these communities differ with location. Here, we simultaneously assess microbiota and single immune cells across the healthy, adult human colon, with paired characterization of immune cells in the mesenteric lymph nodes, to delineate colonic immune niches at steady state. We describe distinct helper T cell activation and migration profiles along the colon and characterize the transcriptional adaptation trajectory of regulatory T cells between lymphoid tissue and colon. Finally, we show increasing B cell accumulation, clonal expansion and mutational frequency from the cecum to the sigmoid colon and link this to the increasing number of reactive bacterial species.
Subject(s)
Colon/immunology , Colon/microbiology , Gastrointestinal Microbiome/immunology , Adult , B-Lymphocytes/immunology , Colon/cytology , Humans , Intestinal Mucosa/cytology , Intestinal Mucosa/immunology , Intestinal Mucosa/microbiology , Lymph Nodes/cytology , Lymph Nodes/immunology , Lymphocyte Activation , Organ Specificity , RNA-Seq , T-Lymphocytes, Helper-Inducer/immunology , T-Lymphocytes, Regulatory/immunology , TranscriptomeABSTRACT
Foundation year doctors (FYDs) write most hospital discharge communication, although they have minimal training in this skill. Poor quality discharge summaries increase the risk of adverse events and rehospitalisation. With a multidisciplinary team approach, we developed a list of "golden rules" for good discharge communication. Against these standards, we analysed the quality of electronic inpatient discharge documentation (eIDD) sent over two months from OUH Trust. We found one third of eIDDs were missing details of the discharging doctor. In 68%, changes to medications were not documented clearly and follow-up was not completed in 40%. To improve this suboptimal state, we implemented interactive teaching sessions for FYDs, designed an e-learning module, and suggested software changes to the current electronic discharge proforma. Early re-audit one month after the first teaching sessions did not demonstrate any significant improvement. However, re-auditing after twelve months is planned. Through data collection and discussion with key stakeholders, we have identified standards for discharge communication. We developed interventions to help the trust achieve these standards, aiming to enhance patient safety in the peri-discharge period. While discharge communication is delegated to less-experienced team members, they should receive clear guidance and training.
ABSTRACT
The monoclonal anti-CD20 antibody rituximab (RTX) depletes B cells in the treatment of lymphoma and autoimmune disease, and contributes to alloantibody reduction in transplantation across immunologic barriers. The effects of RTX on T cells are less well described. T-follicular helper (Tfh) cells provide growth and differentiation signals to germinal center (GC) B cells to support antibody production, and suppressive T-follicular regulatory (Tfr) cells regulate this response. In mice, both Tfh and Tfr are absolutely dependent on B cells for their formation and on the GC for their maintenance. In this study, we demonstrate that RTX treatment results in a lack of GC B cells in human lymph nodes without affecting the Tfh or Tfr cell populations. These data demonstrate that human Tfh and Tfr do not require an ongoing GC response for their maintenance. The persistence of Tfh and Tfr following RTX treatment may permit rapid reconstitution of the pathological GC response once the B-cell pool begins to recover. Strategies for maintaining remission after RTX therapy will need to take this persistence of Tfh into account.
Subject(s)
Germinal Center/immunology , Lymph Nodes/immunology , T-Lymphocytes, Helper-Inducer/immunology , T-Lymphocytes, Regulatory/immunology , Adolescent , Adult , Aged , Antibodies, Monoclonal, Murine-Derived/administration & dosage , Antibodies, Monoclonal, Murine-Derived/immunology , Antibody Formation/drug effects , Antibody Formation/immunology , Antigens, CD19/immunology , Antigens, CD19/metabolism , B-Lymphocytes/drug effects , B-Lymphocytes/immunology , B-Lymphocytes/metabolism , CD57 Antigens/immunology , CD57 Antigens/metabolism , Cell Differentiation/drug effects , Cell Differentiation/immunology , Cells, Cultured , Coculture Techniques , Female , Flow Cytometry , Humans , Immunologic Factors/administration & dosage , Immunologic Factors/immunology , Lymphocyte Count , Male , Middle Aged , Receptors, CXCR5/immunology , Receptors, CXCR5/metabolism , Rituximab , T-Lymphocytes, Helper-Inducer/drug effects , T-Lymphocytes, Helper-Inducer/metabolism , T-Lymphocytes, Regulatory/drug effects , T-Lymphocytes, Regulatory/metabolism , Tumor Necrosis Factor Receptor Superfamily, Member 7/immunology , Tumor Necrosis Factor Receptor Superfamily, Member 7/metabolism , Young AdultABSTRACT
We analyzed the frequency and absolute numbers of circulating myeloid and plasmacytoid DCs in peripheral blood and evaluated their maturation status to test the hypothesis that significant physical stress to the body might induce measurable changes in DCs subsets, phenotype and function, which would complete existing knowledge about the response of the cellular immune system to an acute exercise in top sportsmen. We evaluated the heart rate and draw blood samples before and after the physical load in 18 profesional ice-hockey players. We observed an increase in leukocytes numbers with a predominant increase in the population of DCs and lymphocytes after exercise. Both myeloid and plasmacytoid DCs increased significantly. We found a correlation between the increase of peripheral blood DCs and serum epinephrine and norepinephrine levels. Increase in peripheral blood DCs also correlates with the extent of heart rate elevation during exercise.