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1.
Nature ; 611(7937): 801-809, 2022 11.
Article En | MEDLINE | ID: mdl-36266581

Genome-wide association studies have identified risk loci linked to inflammatory bowel disease (IBD)1-a complex chronic inflammatory disorder of the gastrointestinal tract. The increasing prevalence of IBD in industrialized countries and the augmented disease risk observed in migrants who move into areas of higher disease prevalence suggest that environmental factors are also important determinants of IBD susceptibility and severity2. However, the identification of environmental factors relevant to IBD and the mechanisms by which they influence disease has been hampered by the lack of platforms for their systematic investigation. Here we describe an integrated systems approach, combining publicly available databases, zebrafish chemical screens, machine learning and mouse preclinical models to identify environmental factors that control intestinal inflammation. This approach established that the herbicide propyzamide increases inflammation in the small and large intestine. Moreover, we show that an AHR-NF-κB-C/EBPß signalling axis operates in T cells and dendritic cells to promote intestinal inflammation, and is targeted by propyzamide. In conclusion, we developed a pipeline for the identification of environmental factors and mechanisms of pathogenesis in IBD and, potentially, other inflammatory diseases.


Environment , Herbicides , Inflammation , Inflammatory Bowel Diseases , Intestines , Animals , Mice , Inflammation/chemically induced , Inflammation/etiology , Inflammation/immunology , Inflammation/pathology , Inflammatory Bowel Diseases/chemically induced , Inflammatory Bowel Diseases/etiology , Inflammatory Bowel Diseases/immunology , Inflammatory Bowel Diseases/pathology , Zebrafish , Machine Learning , Databases, Factual , Disease Models, Animal , Intestines/drug effects , Intestines/immunology , Intestines/metabolism , Intestines/pathology , NF-kappa B , CCAAT-Enhancer-Binding Protein-beta , Receptors, Aryl Hydrocarbon , T-Lymphocytes/drug effects , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Dendritic Cells/drug effects , Dendritic Cells/immunology , Dendritic Cells/metabolism , Herbicides/adverse effects
2.
Science ; 372(6540)2021 04 23.
Article En | MEDLINE | ID: mdl-33888612

Cell-cell interactions control the physiology and pathology of the central nervous system (CNS). To study astrocyte cell interactions in vivo, we developed rabies barcode interaction detection followed by sequencing (RABID-seq), which combines barcoded viral tracing and single-cell RNA sequencing (scRNA-seq). Using RABID-seq, we identified axon guidance molecules as candidate mediators of microglia-astrocyte interactions that promote CNS pathology in experimental autoimmune encephalomyelitis (EAE) and, potentially, multiple sclerosis (MS). In vivo cell-specific genetic perturbation EAE studies, in vitro systems, and the analysis of MS scRNA-seq datasets and CNS tissue established that Sema4D and Ephrin-B3 expressed in microglia control astrocyte responses via PlexinB2 and EphB3, respectively. Furthermore, a CNS-penetrant EphB3 inhibitor suppressed astrocyte and microglia proinflammatory responses and ameliorated EAE. In summary, RABID-seq identified microglia-astrocyte interactions and candidate therapeutic targets.


Astrocytes/physiology , Cell Communication , Central Nervous System/pathology , Encephalomyelitis, Autoimmune, Experimental/physiopathology , Microglia/physiology , Multiple Sclerosis/physiopathology , Single-Cell Analysis , Animals , Antigens, CD/metabolism , Brain/pathology , Brain/physiopathology , Central Nervous System/physiopathology , Encephalomyelitis, Autoimmune, Experimental/pathology , Ephrin-B3/metabolism , Herpesvirus 1, Suid/genetics , Humans , Male , Mice , Mice, Inbred C57BL , Mitochondria/metabolism , Multiple Sclerosis/pathology , NF-kappa B/metabolism , Nerve Tissue Proteins/metabolism , RNA-Seq , Reactive Oxygen Species/metabolism , Receptor, EphB3/antagonists & inhibitors , Receptor, EphB3/metabolism , Receptors, Cell Surface/metabolism , Semaphorins/metabolism , Signal Transduction , T-Lymphocytes/physiology , TOR Serine-Threonine Kinases/metabolism
3.
Proc Natl Acad Sci U S A ; 117(48): 30639-30648, 2020 12 01.
Article En | MEDLINE | ID: mdl-33203678

IL-17-producing Th17 cells are implicated in the pathogenesis of rheumatoid arthritis (RA) and TNF-α, a proinflammatory cytokine in the rheumatoid joint, facilitates Th17 differentiation. Anti-TNF therapy ameliorates disease in many patients with rheumatoid arthritis (RA). However, a significant proportion of patients do not respond to this therapy. The impact of anti-TNF therapy on Th17 responses in RA is not well understood. We conducted high-throughput gene expression analysis of Th17-enriched CCR6+CXCR3-CD45RA- CD4+ T (CCR6+ T) cells isolated from anti-TNF-treated RA patients classified as responders or nonresponders to therapy. CCR6+ T cells from responders and nonresponders had distinct gene expression profiles. Proinflammatory signaling was elevated in the CCR6+ T cells of nonresponders, and pathogenic Th17 signature genes were up-regulated in these cells. Gene set enrichment analysis on these signature genes identified transcription factor USF2 as their upstream regulator, which was also increased in nonresponders. Importantly, short hairpin RNA targeting USF2 in pathogenic Th17 cells led to reduced expression of proinflammatory cytokines IL-17A, IFN-γ, IL-22, and granulocyte-macrophage colony-stimulating factor (GM-CSF) as well as transcription factor T-bet. Together, our results revealed inadequate suppression of Th17 responses by anti-TNF in nonresponders, and direct targeting of the USF2-signaling pathway may be a potential therapeutic approach in the anti-TNF refractory RA.


Arthritis, Rheumatoid/etiology , Arthritis, Rheumatoid/metabolism , Cytokines/metabolism , Inflammation Mediators/metabolism , Th17 Cells/immunology , Th17 Cells/metabolism , Upstream Stimulatory Factors/genetics , Antirheumatic Agents/pharmacology , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Arthritis, Rheumatoid/pathology , Biomarkers , CD4 Antigens/metabolism , CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/metabolism , Gene Expression , Gene Expression Profiling , Humans , RNA, Small Interfering/genetics , Receptors, CCR6/metabolism , Receptors, CXCR3/metabolism , Signal Transduction/drug effects , Tumor Necrosis Factor-alpha/metabolism
5.
Nat Neurosci ; 23(8): 939-951, 2020 08.
Article En | MEDLINE | ID: mdl-32690969

Zika virus (ZIKV) is a flavivirus linked to multiple birth defects including microcephaly, known as congenital ZIKV syndrome. The identification of host factors involved in ZIKV replication may guide efficacious therapeutic interventions. In genome-wide transcriptional studies, we found that ZIKV infection triggers aryl hydrocarbon receptor (AHR) activation. Specifically, ZIKV infection induces kynurenine (Kyn) production, which activates AHR, limiting the production of type I interferons (IFN-I) involved in antiviral immunity. Moreover, ZIKV-triggered AHR activation suppresses intrinsic immunity driven by the promyelocytic leukemia (PML) protein, which limits ZIKV replication. AHR inhibition suppressed the replication of multiple ZIKV strains in vitro and also suppressed replication of the related flavivirus dengue. Finally, AHR inhibition with a nanoparticle-delivered AHR antagonist or an inhibitor developed for human use limited ZIKV replication and ameliorated newborn microcephaly in a murine model. In summary, we identified AHR as a host factor for ZIKV replication and PML protein as a driver of anti-ZIKV intrinsic immunity.


Receptors, Aryl Hydrocarbon/metabolism , Virus Replication , Zika Virus/metabolism , Animals , Chlorocebus aethiops , Hep G2 Cells , Humans , Vero Cells , Zika Virus Infection/metabolism
6.
Nature ; 578(7796): 593-599, 2020 02.
Article En | MEDLINE | ID: mdl-32051591

Multiple sclerosis is a chronic inflammatory disease of the CNS1. Astrocytes contribute to the pathogenesis of multiple sclerosis2, but little is known about the heterogeneity of astrocytes and its regulation. Here we report the analysis of astrocytes in multiple sclerosis and its preclinical model experimental autoimmune encephalomyelitis (EAE) by single-cell RNA sequencing in combination with cell-specific Ribotag RNA profiling, assay for transposase-accessible chromatin with sequencing (ATAC-seq), chromatin immunoprecipitation with sequencing (ChIP-seq), genome-wide analysis of DNA methylation and in vivo CRISPR-Cas9-based genetic perturbations. We identified astrocytes in EAE and multiple sclerosis that were characterized by decreased expression of NRF2 and increased expression of MAFG, which cooperates with MAT2α to promote DNA methylation and represses antioxidant and anti-inflammatory transcriptional programs. Granulocyte-macrophage colony-stimulating factor (GM-CSF) signalling in astrocytes drives the expression of MAFG and MAT2α and pro-inflammatory transcriptional modules, contributing to CNS pathology in EAE and, potentially, multiple sclerosis. Our results identify candidate therapeutic targets in multiple sclerosis.


Astrocytes/pathology , Central Nervous System/pathology , Inflammation/pathology , MafG Transcription Factor/genetics , Repressor Proteins/genetics , Animals , Antioxidants/metabolism , Astrocytes/metabolism , Central Nervous System/metabolism , DNA Methylation , Encephalomyelitis, Autoimmune, Experimental/genetics , Encephalomyelitis, Autoimmune, Experimental/pathology , Female , Granulocyte-Macrophage Colony-Stimulating Factor/metabolism , Humans , Inflammation/genetics , Male , Methionine Adenosyltransferase/genetics , Mice , Multiple Sclerosis/genetics , Multiple Sclerosis/pathology , NF-E2-Related Factor 2/genetics , Sequence Analysis, RNA , Signal Transduction , Transcription, Genetic
7.
Cell ; 179(7): 1483-1498.e22, 2019 12 12.
Article En | MEDLINE | ID: mdl-31813625

Metabolism has been shown to control peripheral immunity, but little is known about its role in central nervous system (CNS) inflammation. Through a combination of proteomic, metabolomic, transcriptomic, and perturbation studies, we found that sphingolipid metabolism in astrocytes triggers the interaction of the C2 domain in cytosolic phospholipase A2 (cPLA2) with the CARD domain in mitochondrial antiviral signaling protein (MAVS), boosting NF-κB-driven transcriptional programs that promote CNS inflammation in experimental autoimmune encephalomyelitis (EAE) and, potentially, multiple sclerosis. cPLA2 recruitment to MAVS also disrupts MAVS-hexokinase 2 (HK2) interactions, decreasing HK enzymatic activity and the production of lactate involved in the metabolic support of neurons. Miglustat, a drug used to treat Gaucher and Niemann-Pick disease, suppresses astrocyte pathogenic activities and ameliorates EAE. Collectively, these findings define a novel immunometabolic mechanism that drives pro-inflammatory astrocyte activities, outlines a new role for MAVS in CNS inflammation, and identifies candidate targets for therapeutic intervention.


Adaptor Proteins, Signal Transducing/metabolism , Astrocytes/metabolism , Encephalomyelitis, Autoimmune, Experimental/metabolism , Phospholipases A2, Secretory/metabolism , 1-Deoxynojirimycin/analogs & derivatives , 1-Deoxynojirimycin/pharmacology , 1-Deoxynojirimycin/therapeutic use , Adaptor Proteins, Signal Transducing/genetics , Animals , Astrocytes/drug effects , Astrocytes/pathology , Brain/metabolism , Brain/pathology , Cells, Cultured , Encephalomyelitis, Autoimmune, Experimental/drug therapy , Female , Hexokinase/metabolism , Humans , Lactic Acid/metabolism , Male , Mice , Mice, Inbred C57BL , NF-kappa B/metabolism , Phospholipases A2, Secretory/genetics
9.
Nat Neurosci ; 22(5): 729-740, 2019 05.
Article En | MEDLINE | ID: mdl-30962630

Tumor-associated macrophages (TAMs) play an important role in the immune response to cancer, but the mechanisms by which the tumor microenvironment controls TAMs and T cell immunity are not completely understood. Here we report that kynurenine produced by glioblastoma cells activates aryl hydrocarbon receptor (AHR) in TAMs to modulate their function and T cell immunity. AHR promotes CCR2 expression, driving TAM recruitment in response to CCL2. AHR also drives the expression of KLF4 and suppresses NF-κB activation in TAMs. Finally, AHR drives the expression of the ectonucleotidase CD39 in TAMs, which promotes CD8+ T cell dysfunction by producing adenosine in cooperation with CD73. In humans, the expression of AHR and CD39 was highest in grade 4 glioma, and high AHR expression was associated with poor prognosis. In summary, AHR and CD39 expressed in TAMs participate in the regulation of the immune response in glioblastoma and constitute potential targets for immunotherapy.


Antigens, CD/metabolism , Apyrase/metabolism , Brain Neoplasms/immunology , Glioblastoma/immunology , Kynurenine/metabolism , Macrophages/metabolism , Receptors, Aryl Hydrocarbon/metabolism , T-Lymphocytes/metabolism , Animals , Brain Neoplasms/metabolism , Cell Line, Tumor , Disease Progression , Glioblastoma/metabolism , Humans , Kruppel-Like Factor 4 , Lipopolysaccharide Receptors/metabolism , Mice, Inbred C57BL , Mice, Transgenic , MicroRNAs/metabolism , STAT1 Transcription Factor , STAT3 Transcription Factor/metabolism , T-Lymphocytes/immunology , Tumor Microenvironment
10.
Cell ; 176(3): 581-596.e18, 2019 01 24.
Article En | MEDLINE | ID: mdl-30661753

Genome-wide studies have identified genetic variants linked to neurologic diseases. Environmental factors also play important roles, but no methods are available for their comprehensive investigation. We developed an approach that combines genomic data, screens in a novel zebrafish model, computational modeling, perturbation studies, and multiple sclerosis (MS) patient samples to evaluate the effects of environmental exposure on CNS inflammation. We found that the herbicide linuron amplifies astrocyte pro-inflammatory activities by activating signaling via sigma receptor 1, inositol-requiring enzyme-1α (IRE1α), and X-box binding protein 1 (XBP1). Indeed, astrocyte-specific shRNA- and CRISPR/Cas9-driven gene inactivation combined with RNA-seq, ATAC-seq, ChIP-seq, and study of patient samples suggest that IRE1α-XBP1 signaling promotes CNS inflammation in experimental autoimmune encephalomyelitis (EAE) and, potentially, MS. In summary, these studies define environmental mechanisms that control astrocyte pathogenic activities and establish a multidisciplinary approach for the systematic investigation of the effects of environmental exposure in neurologic disorders.


Astrocytes/metabolism , Central Nervous System/metabolism , Animals , Central Nervous System/immunology , Computational Biology/methods , Encephalomyelitis, Autoimmune, Experimental/immunology , Endoribonucleases/metabolism , Environment , Environmental Exposure/adverse effects , Genome , Genomics , Humans , Inflammation/metabolism , Linuron/adverse effects , Mice , Mice, Inbred C57BL , Multiple Sclerosis/immunology , Protein Serine-Threonine Kinases/metabolism , Receptors, sigma/drug effects , Receptors, sigma/metabolism , Signal Transduction , X-Box Binding Protein 1/metabolism , Zebrafish
11.
Nature ; 557(7707): 724-728, 2018 05.
Article En | MEDLINE | ID: mdl-29769726

Microglia and astrocytes modulate inflammation and neurodegeneration in the central nervous system (CNS)1-3. Microglia modulate pro-inflammatory and neurotoxic activities in astrocytes, but the mechanisms involved are not completely understood4,5. Here we report that TGFα and VEGF-B produced by microglia regulate the pathogenic activities of astrocytes in the experimental autoimmune encephalomyelitis (EAE) mouse model of multiple sclerosis. Microglia-derived TGFα acts via the ErbB1 receptor in astrocytes to limit their pathogenic activities and EAE development. Conversely, microglial VEGF-B triggers FLT-1 signalling in astrocytes and worsens EAE. VEGF-B and TGFα also participate in the microglial control of human astrocytes. Furthermore, expression of TGFα and VEGF-B in CD14+ cells correlates with the multiple sclerosis lesion stage. Finally, metabolites of dietary tryptophan produced by the commensal flora control microglial activation and TGFα and VEGF-B production, modulating the transcriptional program of astrocytes and CNS inflammation through a mechanism mediated by the aryl hydrocarbon receptor. In summary, we identified positive and negative regulators that mediate the microglial control of astrocytes. Moreover, these findings define a pathway through which microbial metabolites limit pathogenic activities of microglia and astrocytes, and suppress CNS inflammation. This pathway may guide new therapies for multiple sclerosis and other neurological disorders.


Astrocytes/metabolism , Encephalomyelitis, Autoimmune, Experimental/metabolism , Encephalomyelitis, Autoimmune, Experimental/microbiology , Microglia/metabolism , Animals , Astrocytes/pathology , Cells, Cultured , Central Nervous System/metabolism , Central Nervous System/microbiology , Central Nervous System/pathology , Disease Models, Animal , Encephalomyelitis, Autoimmune, Experimental/pathology , Encephalomyelitis, Autoimmune, Experimental/prevention & control , ErbB Receptors/metabolism , Female , Humans , Inflammation/metabolism , Inflammation/microbiology , Inflammation/pathology , Inflammation/prevention & control , Lipopolysaccharide Receptors/metabolism , Mice , Mice, Inbred C57BL , Microglia/pathology , Multiple Sclerosis/metabolism , Multiple Sclerosis/pathology , Receptors, Aryl Hydrocarbon/metabolism , Symbiosis , Transforming Growth Factor alpha/biosynthesis , Transforming Growth Factor alpha/metabolism , Tryptophan/deficiency , Tryptophan/metabolism , Vascular Endothelial Growth Factor B/biosynthesis , Vascular Endothelial Growth Factor B/metabolism , Vascular Endothelial Growth Factor Receptor-1/metabolism
12.
Nat Commun ; 7: 10882, 2016 Mar 07.
Article En | MEDLINE | ID: mdl-26947396

Access to experimental X-ray diffraction image data is fundamental for validation and reproduction of macromolecular models and indispensable for development of structural biology processing methods. Here, we established a diffraction data publication and dissemination system, Structural Biology Data Grid (SBDG; data.sbgrid.org), to preserve primary experimental data sets that support scientific publications. Data sets are accessible to researchers through a community driven data grid, which facilitates global data access. Our analysis of a pilot collection of crystallographic data sets demonstrates that the information archived by SBDG is sufficient to reprocess data to statistics that meet or exceed the quality of the original published structures. SBDG has extended its services to the entire community and is used to develop support for other types of biomedical data sets. It is anticipated that access to the experimental data sets will enhance the paradigm shift in the community towards a much more dynamic body of continuously improving data analysis.


Databases, Genetic , Macromolecular Substances/chemistry , Publications , Crystallography, X-Ray , Internet , Software
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