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1.
iScience ; 23(2): 100842, 2020 Feb 21.
Article En | MEDLINE | ID: mdl-32058956

High-dimensional single cell profiling coupled with computational modeling is emerging as a powerful tool to elucidate developmental programs directing cell lineages. We introduce tSpace, an algorithm based on the concept of "trajectory space", in which cells are defined by their distance along nearest neighbor pathways to every other cell in a population. Graphical mapping of cells in trajectory space allows unsupervised reconstruction and exploration of complex developmental sequences. Applied to flow and mass cytometry data, the method faithfully reconstructs thymic T cell development and reveals development and trafficking regulation of tonsillar B cells. Applied to the single cell transcriptome of mouse intestine and C. elegans, the method recapitulates development from intestinal stem cells to specialized epithelial phenotypes more faithfully than existing algorithms and orders C. elegans cells concordantly to the associated embryonic time. tSpace profiling of complex populations is well suited for hypothesis generation in developing cell systems.

2.
Nat Med ; 25(6): 988-1000, 2019 06.
Article En | MEDLINE | ID: mdl-31086348

An aged circulatory environment can activate microglia, reduce neural precursor cell activity and impair cognition in mice. We hypothesized that brain endothelial cells (BECs) mediate at least some of these effects. We observe that BECs in the aged mouse hippocampus express an inflammatory transcriptional profile with focal upregulation of vascular cell adhesion molecule 1 (VCAM1), a protein that facilitates vascular-immune cell interactions. Concomitantly, levels of the shed, soluble form of VCAM1 are prominently increased in the plasma of aged humans and mice, and their plasma is sufficient to increase VCAM1 expression in cultured BECs and the hippocampi of young mice. Systemic administration of anti-VCAM1 antibody or genetic ablation of Vcam1 in BECs counteracts the detrimental effects of plasma from aged individuals on young brains and reverses aging aspects, including microglial reactivity and cognitive deficits, in the brains of aged mice. Together, these findings establish brain endothelial VCAM1 at the blood-brain barrier as a possible target to treat age-related neurodegeneration.


Aging/blood , Brain/metabolism , Neural Stem Cells/metabolism , Vascular Cell Adhesion Molecule-1/metabolism , Adolescent , Adult , Aged , Aging/immunology , Aging/metabolism , Animals , Blood-Brain Barrier/immunology , Blood-Brain Barrier/metabolism , Brain/cytology , Cells, Cultured , Endothelial Cells/metabolism , Female , Gene Deletion , Hippocampus/cytology , Hippocampus/metabolism , Humans , Inflammation Mediators/metabolism , Male , Mice , Mice, Inbred NOD , Mice, Knockout , Mice, SCID , Microglia/metabolism , Neural Stem Cells/cytology , Vascular Cell Adhesion Molecule-1/blood , Vascular Cell Adhesion Molecule-1/genetics , Young Adult
3.
J Immunol ; 197(10): 4151-4162, 2016 11 15.
Article En | MEDLINE | ID: mdl-27815446

T cells are widely used to promote engraftment of hematopoietic stem cells (HSCs) during an allogeneic hematopoietic cell transplantation. Their role in overcoming barriers to HSC engraftment is thought to be particularly critical when patients receive reduced doses of preparative chemotherapy and/or radiation compared with standard transplantations. In this study, we sought to delineate the effects CD4+ cells on engraftment and blood formation in a model that simulates clinical hematopoietic cell transplantation by transplanting MHC-matched, minor histocompatibility-mismatched grafts composed of purified HSCs, HSCs plus bulk T cells, or HSCs plus T cell subsets into mice conditioned with low-dose irradiation. Grafts containing conventional CD4+ T cells caused marrow inflammation and inhibited HSC engraftment and blood formation. Posttransplantation, the marrows of HSCs plus CD4+ cell recipients contained IL-12-secreting CD11c+ cells and IFN-γ-expressing donor Th1 cells. In this setting, host HSCs arrested at the short-term stem cell stage and remained in the marrow in a quiescent cell cycling state (G0). As a consequence, donor HSCs failed to engraft and hematopoiesis was suppressed. Our data show that Th1 cells included in a hematopoietic allograft can negatively impact HSC activity, blood reconstitution, and engraftment of donor HSCs. This potential negative effect of donor T cells is not considered in clinical transplantation in which bulk T cells are transplanted. Our findings shed new light on the effects of CD4+ T cells on HSC biology and are applicable to other pathogenic states in which immune activation in the bone marrow occurs such as aplastic anemia and certain infectious conditions.


Hematopoietic Stem Cells/immunology , Peripheral Blood Stem Cells/physiology , Th1 Cells/immunology , Transplantation Conditioning , Animals , Bone Marrow Transplantation , CD4-Positive T-Lymphocytes/immunology , Cell Cycle , Graft Survival , Hematopoiesis , Hematopoietic Stem Cell Transplantation/adverse effects , Hematopoietic Stem Cells/physiology , Interferon-gamma/immunology , Interleukin-12/metabolism , Mice , Mice, Inbred C57BL , Peripheral Blood Stem Cells/immunology , Tissue Donors , Transplantation Chimera
4.
Gastroenterology ; 150(2): 340-54, 2016 Feb.
Article En | MEDLINE | ID: mdl-26551552

Leukocyte trafficking to the small and large intestines is tightly controlled to maintain intestinal immune homeostasis, mediate immune responses, and regulate inflammation. A wide array of chemoattractants, chemoattractant receptors, and adhesion molecules expressed by leukocytes, mucosal endothelium, epithelium, and stromal cells controls leukocyte recruitment and microenvironmental localization in intestine and in the gut-associated lymphoid tissues (GALTs). Naive lymphocytes traffic to the gut-draining mesenteric lymph nodes where they undergo antigen-induced activation and priming; these processes determine their memory/effector phenotypes and imprint them with the capacity to migrate via the lymph and blood to the intestines. Mechanisms of T-cell recruitment to GALT and of T cells and plasmablasts to the small intestine are well described. Recent advances include the discovery of an unexpected role for lectin CD22 as a B-cell homing receptor GALT, and identification of the orphan G-protein-coupled receptor 15 (GPR15) as a T-cell chemoattractant/trafficking receptor for the colon. GPR15 decorates distinct subsets of T cells in mice and humans, a difference in species that could affect translation of the results of mouse colitis models to humans. Clinical studies with antibodies to integrin α4ß7 and its vascular ligand mucosal vascular addressin cell adhesion molecule 1 are proving the value of lymphocyte trafficking mechanisms as therapeutic targets for inflammatory bowel diseases. In contrast to lymphocytes, cells of the innate immune system express adhesion and chemoattractant receptors that allow them to migrate directly to effector tissue sites during inflammation. We review the mechanisms for innate and adaptive leukocyte localization to the intestinal tract and GALT, and discuss their relevance to human intestinal homeostasis and inflammation.


Chemotaxis, Leukocyte , Colon/immunology , Immunity, Mucosal , Intestinal Mucosa/immunology , Intestine, Small/immunology , Leukocytes/immunology , Lymphoid Tissue/immunology , Adaptive Immunity , Animals , Colon/metabolism , Enteritis/immunology , Enteritis/metabolism , Humans , Immunity, Innate , Immunologic Memory , Intestinal Mucosa/metabolism , Intestine, Small/metabolism , Leukocytes/metabolism , Lymphoid Tissue/metabolism , Signal Transduction
5.
Nat Immunol ; 16(2): 207-213, 2015 Feb.
Article En | MEDLINE | ID: mdl-25531831

Lymphocyte recruitment maintains intestinal immune homeostasis but also contributes to inflammation. The orphan chemoattractant receptor GPR15 mediates regulatory T cell homing and immunosuppression in the mouse colon. We show that GPR15 is also expressed by mouse TH17 and TH1 effector cells and is required for colitis in a model that depends on the trafficking of these cells to the colon. In humans GPR15 is expressed by effector cells, including pathogenic TH2 cells in ulcerative colitis, but is expressed poorly or not at all by colon regulatory T (Treg) cells. The TH2 transcriptional activator GATA-3 and the Treg-associated transcriptional repressor FOXP3 robustly bind human, but not mouse, GPR15 enhancer sequences, correlating with receptor expression. Our results highlight species differences in GPR15 regulation and suggest it as a potential therapeutic target for colitis.


Colitis/physiopathology , Colon/physiopathology , Gene Expression Regulation , Receptors, G-Protein-Coupled/metabolism , Receptors, Lymphocyte Homing/metabolism , Receptors, Peptide/metabolism , Animals , Cells, Cultured , Colitis/immunology , Colon/immunology , Disease Models, Animal , Enhancer Elements, Genetic/genetics , Forkhead Transcription Factors/metabolism , Gene Knockout Techniques , Humans , Mice , Protein Binding , Receptors, G-Protein-Coupled/genetics , Receptors, Peptide/genetics , Species Specificity
6.
Nat Immunol ; 15(1): 98-108, 2014 Jan.
Article En | MEDLINE | ID: mdl-24292363

Dendritic cells (DCs) that orchestrate mucosal immunity have been studied in mice. Here we characterized human gut DC populations and defined their relationship to previously studied human and mouse DCs. CD103(+)Sirpα(-) DCs were related to human blood CD141(+) DCs and to mouse intestinal CD103(+)CD11b(-) DCs and expressed markers of cross-presenting DCs. CD103(+)Sirpα(+) DCs aligned with human blood CD1c(+) DCs and mouse intestinal CD103(+)CD11b(+) DCs and supported the induction of regulatory T cells. Both CD103(+) DC subsets induced the TH17 subset of helper T cells, while CD103(-)Sirpα(+) DCs induced the TH1 subset of helper T cells. Comparative analysis of transcriptomes revealed conserved transcriptional programs among CD103(+) DC subsets and identified a selective role for the transcriptional repressors Bcl-6 and Blimp-1 in the specification of CD103(+)CD11b(-) DCs and intestinal CD103(+)CD11b(+) DCs, respectively. Our results highlight evolutionarily conserved and divergent programming of intestinal DCs.


Cell Differentiation/immunology , Dendritic Cells/immunology , Intestinal Mucosa/immunology , Transcriptome/immunology , Animals , Antigens, CD/immunology , Antigens, CD/metabolism , Antigens, CD1/immunology , Antigens, CD1/metabolism , CD11b Antigen/immunology , CD11b Antigen/metabolism , Cell Differentiation/genetics , Cells, Cultured , Cluster Analysis , Cross-Priming/genetics , Cross-Priming/immunology , Dendritic Cells/metabolism , Flow Cytometry , Glycoproteins/immunology , Glycoproteins/metabolism , Humans , Integrin alpha Chains/immunology , Integrin alpha Chains/metabolism , Integrins/genetics , Integrins/immunology , Mice , Mice, Knockout , Mice, Transgenic , Microscopy, Confocal , Oligonucleotide Array Sequence Analysis , Receptors, Chemokine/genetics , Receptors, Chemokine/immunology , T-Lymphocytes, Regulatory/immunology , T-Lymphocytes, Regulatory/metabolism , Th17 Cells/immunology , Th17 Cells/metabolism , Transcriptome/genetics
7.
Eur J Immunol ; 43(6): 1425-9, 2013 Jun.
Article En | MEDLINE | ID: mdl-23616226

Central tolerance is critical in establishing a peripheral T-cell repertoire purged of functional autoreactive T cells. One of the major requirements for effective central tolerance is the presentation of self and other innocuous antigens (Ags), including food, gut flora, or airway allergens, to developing T cells in the thymus. This seemingly challenging task can be mediated in some cases by ectopic expression of tissue-specific Ags by thymic epithelial cells or by entry of systemic blood-borne Ags into the thymus. More recently, thymic homing peripheral dendritic cells (DCs) have been proposed as cellular transporters of peripheral tissue-specific Ags or foreign innocuous Ags. The aim of this viewpoint is to discuss the three principal thymic DC populations and their trafficking properties in the context of central tolerance. We will first discuss the importance of peripheral DC trafficking to the thymus and then compare and contrast the three DC subsets. We will describe how they were characterized, describe their trafficking to and their microenvironmental positioning in the thymus, and discuss the functional consequence of thymic trafficking and localization on thymic selection events.


Central Tolerance , Dendritic Cells/immunology , T-Lymphocytes/immunology , Thymus Gland/immunology , Animals , Antigen Presentation , Autoantigens/immunology , Cell Differentiation , Cell Movement , Clonal Selection, Antigen-Mediated , Humans , Organ Specificity
8.
J Exp Med ; 209(8): 1427-35, 2012 Jul 30.
Article En | MEDLINE | ID: mdl-22753924

Infiltration of specialized immune cells regulates the growth and survival of neoplasia. Here, in a survey of public whole genome expression datasets we found that the gene for chemerin, a widely expressed endogenous chemoattractant protein, is down-regulated in melanoma as well as other human tumors. Moreover, high chemerin messenger RNA expression in tumors correlated with improved outcome in human melanoma. In experiments using the B16 transplantable mouse melanoma, tumor-expressed chemerin inhibited in vivo tumor growth without altering in vitro proliferation. Growth inhibition was associated with an altered profile of tumor-infiltrating cells with an increase in natural killer (NK) cells and a relative reduction in myeloid-derived suppressor cells and putative immune inhibitory plasmacytoid dendritic cells. Tumor inhibition required host expression of CMKLR1 (chemokine-like receptor 1), the chemoattractant receptor for chemerin, and was abrogated by NK cell depletion. Intratumoral injection of chemerin also inhibited tumor growth, suggesting the potential for therapeutic application. These results show that chemerin, whether expressed by tumor cells or within the tumor environment, can recruit host immune defenses that inhibit tumorigenesis and suggest that down-regulation of chemerin may be an important mechanism of tumor immune evasion.


Chemotactic Factors/immunology , Intercellular Signaling Peptides and Proteins/immunology , Killer Cells, Natural/immunology , Melanoma, Experimental/immunology , Animals , Cell Growth Processes/immunology , Cell Line, Tumor , Chemokines/genetics , Chemokines/immunology , Chemokines/metabolism , Chemotactic Factors/genetics , Chemotactic Factors/metabolism , Dendritic Cells/immunology , Dendritic Cells/metabolism , Down-Regulation , HEK293 Cells , Humans , Intercellular Signaling Peptides and Proteins/genetics , Intercellular Signaling Peptides and Proteins/metabolism , Killer Cells, Natural/metabolism , Melanoma, Experimental/genetics , Melanoma, Experimental/metabolism , Melanoma, Experimental/pathology , Mice , Mice, Inbred C57BL , Mice, Knockout , Myeloid Cells/immunology , Myeloid Cells/metabolism , RNA, Messenger/genetics , RNA, Messenger/immunology , RNA, Messenger/metabolism , Receptors, Chemokine/genetics , Receptors, Chemokine/immunology , Receptors, Chemokine/metabolism , Receptors, G-Protein-Coupled/genetics , Receptors, G-Protein-Coupled/immunology , Receptors, G-Protein-Coupled/metabolism
9.
Immunity ; 36(3): 438-50, 2012 Mar 23.
Article En | MEDLINE | ID: mdl-22444632

Central tolerance can be mediated by peripheral dendritic cells (DCs) that transport innocuous antigens (Ags) to the thymus for presentation to developing T cells, but the responsible DC subsets remained poorly defined. Immature plasmacytoid DCs (pDCs) express CCR9, a chemokine receptor involved in migration of T cell precursors to the thymus. We show here that CCR9 mediated efficient thymic entry of endogenous or i.v. transfused pDCs. pDCs activated by Toll-like receptor (TLR) ligands downregulated CCR9 and lost their ability to home to the thymus. Moreover, endogenous pDCs took up subcutaneously injected fluorescent Ag and, in the absence of TLR signals, transported Ag to the thymus in a CCR9-dependent fashion. Injected, Ag-loaded pDCs effectively deleted Ag-specific thymocytes, and this thymic clonal deletion required CCR9-mediated homing and was prevented by infectious signals. Thus, peripheral pDCs can contribute to immune tolerance through CCR9-dependent transport of peripheral Ags and subsequent deletion of Ag-reactive thymocytes.


Autoantigens/metabolism , Dendritic Cells/immunology , Self Tolerance/immunology , Thymus Gland/immunology , Animals , Biological Transport, Active , Clonal Deletion/immunology , CpG Islands/immunology , Endocytosis , Mice , Mice, Congenic , Mice, Inbred C57BL , Mice, Knockout , Receptors, CCR/deficiency , Receptors, CCR/genetics , Receptors, CCR/metabolism , Signal Transduction/immunology , Solubility , T-Lymphocytes/immunology , Toll-Like Receptors/metabolism
10.
Nat Immunol ; 9(11): 1253-60, 2008 Nov.
Article En | MEDLINE | ID: mdl-18836452

Dendritic cells (DCs) are 'professional' antigen-presenting cells that are key in the regulation of immune responses. Here we characterize a unique subset of tolerogenic DCs that expressed the chemokine receptor CCR9 and migrated to the CCR9 ligand CCL25, a chemokine linked to the homing of T cells and DCs to the gut. CCR9(+) DCs were of the plasmacytoid DC (pDC) lineage, had an immature phenotype and rapidly downregulated CCR9 in response to maturation-inducing pDC-restricted Toll-like receptor ligands. CCR9(+) pDCs were potent inducers of regulatory T cell function and suppressed antigen-specific immune responses both in vitro and in vivo, including inhibiting acute graft-versus-host disease induced by allogeneic CD4(+) donor T cells in irradiated recipients. Our results identify a highly immunosuppressive population of pDCs present in lymphoid tissues.


Dendritic Cells/immunology , Graft vs Host Disease/immunology , Receptors, CCR10/immunology , Self Tolerance , Transplantation Tolerance , Animals , Biomarkers/metabolism , Cell Differentiation , Cell Line, Tumor , Cell Movement , Chemokines, CC/metabolism , Dendritic Cells/metabolism , Down-Regulation , Intestines/immunology , Leukocyte Common Antigens/metabolism , Ligands , Mice , Mice, Congenic , Mice, Inbred BALB C , Mice, Inbred C57BL , Receptors, CCR10/metabolism , T-Lymphocytes, Regulatory/immunology , Toll-Like Receptors/metabolism , Chemokine Receptor D6
11.
J Immunol ; 170(11): 5502-10, 2003 Jun 01.
Article En | MEDLINE | ID: mdl-12759427

To study the effects of chronic Ag deposition in the airway mucosa on CD4(+) T cell priming and subsequent airway disease, transgenic mice were generated that expressed OVA under the control of the surfactant protein C promoter. CD4 T cells from these mice were tolerant to OVA but this was overcome among spleen CD4 T cells by crossing to OVA-specific DO11.10 TCR-transgenic mice. Lungs from the double-transgenic mice developed lymphocytic infiltrates and modest mucus cell hyperplasia. Infiltrating cells were unaffected by the absence of either Rag-1 or Stat6, although the latter deficiency led to the disappearance of mucus. In the lung of double-transgenic mice, a large number of Ag-specific CD4 T cells expressed CD25 and functioned as regulatory T cells. The CD25(+) CD4 T cells suppressed proliferation of CD25(-) CD4 T cells in vitro and inhibited type 2 immune responses induced by aerosolized Ags in vivo. Despite their ability to suppress allergic type 2 immunity in the airways, however, CD25(+) CD4 regulatory T cells had no effect on the development of bronchial hyperreactivity.


Bronchial Hyperreactivity/immunology , CD4-Positive T-Lymphocytes/immunology , Down-Regulation/immunology , Lung/immunology , Receptors, Interleukin-2 , T-Lymphocyte Subsets/immunology , Th2 Cells/immunology , Administration, Intranasal , Animals , Bronchial Hyperreactivity/genetics , Bronchial Hyperreactivity/pathology , CD4-Positive T-Lymphocytes/metabolism , CD4-Positive T-Lymphocytes/pathology , Cell Movement/genetics , Cell Movement/immunology , Clone Cells , Crosses, Genetic , Down-Regulation/genetics , Epitopes, T-Lymphocyte/genetics , Homeodomain Proteins/genetics , Homeodomain Proteins/physiology , Immune Tolerance/genetics , Immunophenotyping , Lung/metabolism , Lung/pathology , Lymphocyte Subsets/pathology , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Mice, Knockout , Mice, Transgenic , Ovalbumin/administration & dosage , Ovalbumin/genetics , Ovalbumin/immunology , Pulmonary Surfactant-Associated Protein C/genetics , Receptors, Antigen, T-Cell/genetics , Receptors, Interleukin-2/biosynthesis , STAT6 Transcription Factor , T-Lymphocyte Subsets/metabolism , T-Lymphocyte Subsets/pathology , Th2 Cells/metabolism , Trans-Activators/deficiency , Trans-Activators/genetics , Trans-Activators/physiology , Transgenes/immunology
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