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1.
Cell ; 187(8): 2010-2028.e30, 2024 Apr 11.
Article En | MEDLINE | ID: mdl-38569542

Gut inflammation involves contributions from immune and non-immune cells, whose interactions are shaped by the spatial organization of the healthy gut and its remodeling during inflammation. The crosstalk between fibroblasts and immune cells is an important axis in this process, but our understanding has been challenged by incomplete cell-type definition and biogeography. To address this challenge, we used multiplexed error-robust fluorescence in situ hybridization (MERFISH) to profile the expression of 940 genes in 1.35 million cells imaged across the onset and recovery from a mouse colitis model. We identified diverse cell populations, charted their spatial organization, and revealed their polarization or recruitment in inflammation. We found a staged progression of inflammation-associated tissue neighborhoods defined, in part, by multiple inflammation-associated fibroblasts, with unique expression profiles, spatial localization, cell-cell interactions, and healthy fibroblast origins. Similar signatures in ulcerative colitis suggest conserved human processes. Broadly, we provide a framework for understanding inflammation-induced remodeling in the gut and other tissues.


Colitis, Ulcerative , Colitis , Animals , Humans , Mice , Colitis/metabolism , Colitis/pathology , Colitis, Ulcerative/metabolism , Colitis, Ulcerative/pathology , Fibroblasts/metabolism , Fibroblasts/pathology , In Situ Hybridization, Fluorescence/methods , Inflammation/metabolism , Inflammation/pathology , Cell Communication , Gastrointestinal Tract/metabolism , Gastrointestinal Tract/pathology
2.
Dev Cell ; 59(5): 559-560, 2024 Mar 11.
Article En | MEDLINE | ID: mdl-38471436

Developing therapeutics to improve metastatic brain cancer prognosis is hampered by limited experimental systems that recapitulate the brain tumor microenvironment. In this issue of Developmental Cell, Ishibashi et al. describe a glial-cancer cell co-culture system that enabled the identification of a targetable, astrocyte-driven mechanism of brain metastasis.


Astrocytes , Brain Neoplasms , Humans , Brain Neoplasms/pathology , Brain/pathology , Neuroglia , Tumor Microenvironment
3.
Nature ; 627(8005): 865-872, 2024 Mar.
Article En | MEDLINE | ID: mdl-38509377

Disease-associated astrocyte subsets contribute to the pathology of neurologic diseases, including multiple sclerosis and experimental autoimmune encephalomyelitis1-8 (EAE), an experimental model for multiple sclerosis. However, little is known about the stability of these astrocyte subsets and their ability to integrate past stimulation events. Here we report the identification of an epigenetically controlled memory astrocyte subset that exhibits exacerbated pro-inflammatory responses upon rechallenge. Specifically, using a combination of single-cell RNA sequencing, assay for transposase-accessible chromatin with sequencing, chromatin immunoprecipitation with sequencing, focused interrogation of cells by nucleic acid detection and sequencing, and cell-specific in vivo CRISPR-Cas9-based genetic perturbation studies we established that astrocyte memory is controlled by the metabolic enzyme ATP-citrate lyase (ACLY), which produces acetyl coenzyme A (acetyl-CoA) that is used by histone acetyltransferase p300 to control chromatin accessibility. The number of ACLY+p300+ memory astrocytes is increased in acute and chronic EAE models, and their genetic inactivation ameliorated EAE. We also detected the pro-inflammatory memory phenotype in human astrocytes in vitro; single-cell RNA sequencing and immunohistochemistry studies detected increased numbers of ACLY+p300+ astrocytes in chronic multiple sclerosis lesions. In summary, these studies define an epigenetically controlled memory astrocyte subset that promotes CNS pathology in EAE and, potentially, multiple sclerosis. These findings may guide novel therapeutic approaches for multiple sclerosis and other neurologic diseases.


Astrocytes , Encephalomyelitis, Autoimmune, Experimental , Epigenetic Memory , Multiple Sclerosis , Animals , Female , Humans , Male , Mice , Acetyl Coenzyme A/metabolism , Astrocytes/enzymology , Astrocytes/metabolism , Astrocytes/pathology , ATP Citrate (pro-S)-Lyase/metabolism , Chromatin/genetics , Chromatin/metabolism , Chromatin Assembly and Disassembly , Chromatin Immunoprecipitation Sequencing , CRISPR-Cas Systems , Encephalomyelitis, Autoimmune, Experimental/enzymology , Encephalomyelitis, Autoimmune, Experimental/genetics , Encephalomyelitis, Autoimmune, Experimental/metabolism , Encephalomyelitis, Autoimmune, Experimental/pathology , Inflammation/enzymology , Inflammation/genetics , Inflammation/metabolism , Inflammation/pathology , Multiple Sclerosis/enzymology , Multiple Sclerosis/genetics , Multiple Sclerosis/metabolism , Multiple Sclerosis/pathology , Single-Cell Gene Expression Analysis , Transposases/metabolism
4.
bioRxiv ; 2024 Jan 05.
Article En | MEDLINE | ID: mdl-38260616

Astrocytes play important roles in the central nervous system (CNS) physiology and pathology. Indeed, astrocyte subsets defined by specific transcriptional activation states contribute to the pathology of neurologic diseases, including multiple sclerosis (MS) and its pre-clinical model experimental autoimmune encephalomyelitis (EAE) 1-8 . However, little is known about the stability of these disease-associated astrocyte subsets, their regulation, and whether they integrate past stimulation events to respond to subsequent challenges. Here, we describe the identification of an epigenetically controlled memory astrocyte subset which exhibits exacerbated pro-inflammatory responses upon re-challenge. Specifically, using a combination of single-cell RNA sequencing (scRNA-seq), assay for transposase-accessible chromatin with sequencing (ATAC-seq), chromatin immunoprecipitation with sequencing (ChIP-seq), focused interrogation of cells by nucleic acid detection and sequencing (FIND-seq), and cell-specific in vivo CRISPR/Cas9-based genetic perturbation studies we established that astrocyte memory is controlled by the metabolic enzyme ATP citrate lyase (ACLY), which produces acetyl coenzyme A (acetyl-CoA) used by the histone acetyltransferase p300 to control chromatin accessibility. ACLY + p300 + memory astrocytes are increased in acute and chronic EAE models; the genetic targeting of ACLY + p300 + astrocytes using CRISPR/Cas9 ameliorated EAE. We also detected responses consistent with a pro-inflammatory memory phenotype in human astrocytes in vitro ; scRNA-seq and immunohistochemistry studies detected increased ACLY + p300 + astrocytes in chronic MS lesions. In summary, these studies define an epigenetically controlled memory astrocyte subset that promotes CNS pathology in EAE and, potentially, MS. These findings may guide novel therapeutic approaches for MS and other neurologic diseases.

5.
Nature ; 620(7975): 881-889, 2023 Aug.
Article En | MEDLINE | ID: mdl-37558878

Dendritic cells (DCs) have a role in the development and activation of self-reactive pathogenic T cells1,2. Genetic variants that are associated with the function of DCs have been linked to autoimmune disorders3,4, and DCs are therefore attractive therapeutic targets for such diseases. However, developing DC-targeted therapies for autoimmunity requires identification of the mechanisms that regulate DC function. Here, using single-cell and bulk transcriptional and metabolic analyses in combination with cell-specific gene perturbation studies, we identify a regulatory loop of negative feedback that operates in DCs to limit immunopathology. Specifically, we find that lactate, produced by activated DCs and other immune cells, boosts the expression of NDUFA4L2 through a mechanism mediated by hypoxia-inducible factor 1α (HIF-1α). NDUFA4L2 limits the production of mitochondrial reactive oxygen species that activate XBP1-driven transcriptional modules in DCs that are involved in the control of pathogenic autoimmune T cells. We also engineer a probiotic that produces lactate and suppresses T cell autoimmunity through the activation of HIF-1α-NDUFA4L2 signalling in DCs. In summary, we identify an immunometabolic pathway that regulates DC function, and develop a synthetic probiotic for its therapeutic activation.


Autoimmune Diseases , Central Nervous System , Dendritic Cells , Hypoxia-Inducible Factor 1, alpha Subunit , Lactic Acid , Humans , Autoimmune Diseases/immunology , Autoimmune Diseases/metabolism , Autoimmune Diseases/prevention & control , Autoimmunity , Central Nervous System/cytology , Central Nervous System/immunology , Central Nervous System/pathology , Dendritic Cells/immunology , Dendritic Cells/metabolism , Hypoxia-Inducible Factor 1, alpha Subunit/chemistry , Hypoxia-Inducible Factor 1, alpha Subunit/genetics , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Lactic Acid/metabolism , Probiotics/therapeutic use , Reactive Oxygen Species/metabolism , T-Lymphocytes/immunology , Feedback, Physiological , Lactase/genetics , Lactase/metabolism , Single-Cell Analysis
6.
bioRxiv ; 2023 May 09.
Article En | MEDLINE | ID: mdl-37214800

Gut inflammation involves contributions from immune and non-immune cells, whose interactions are shaped by the spatial organization of the healthy gut and its remodeling during inflammation. The crosstalk between fibroblasts and immune cells is an important axis in this process, but our understanding has been challenged by incomplete cell-type definition and biogeography. To address this challenge, we used MERFISH to profile the expression of 940 genes in 1.35 million cells imaged across the onset and recovery from a mouse colitis model. We identified diverse cell populations; charted their spatial organization; and revealed their polarization or recruitment in inflammation. We found a staged progression of inflammation-associated tissue neighborhoods defined, in part, by multiple inflammation-associated fibroblasts, with unique expression profiles, spatial localization, cell-cell interactions, and healthy fibroblast origins. Similar signatures in ulcerative colitis suggest conserved human processes. Broadly, we provide a framework for understanding inflammation-induced remodeling in the gut and other tissues.

7.
bioRxiv ; 2023 Mar 21.
Article En | MEDLINE | ID: mdl-36993446

Dendritic cells (DCs) control the generation of self-reactive pathogenic T cells. Thus, DCs are considered attractive therapeutic targets for autoimmune diseases. Using single-cell and bulk transcriptional and metabolic analyses in combination with cell-specific gene perturbation studies we identified a negative feedback regulatory pathway that operates in DCs to limit immunopathology. Specifically, we found that lactate, produced by activated DCs and other immune cells, boosts NDUFA4L2 expression through a mechanism mediated by HIF-1α. NDUFA4L2 limits the production of mitochondrial reactive oxygen species that activate XBP1-driven transcriptional modules in DCs involved in the control of pathogenic autoimmune T cells. Moreover, we engineered a probiotic that produces lactate and suppresses T-cell autoimmunity in the central nervous system via the activation of HIF-1α/NDUFA4L2 signaling in DCs. In summary, we identified an immunometabolic pathway that regulates DC function, and developed a synthetic probiotic for its therapeutic activation.

8.
Science ; 379(6636): 1023-1030, 2023 03 10.
Article En | MEDLINE | ID: mdl-36893254

Cell-cell interactions in the central nervous system play important roles in neurologic diseases. However, little is known about the specific molecular pathways involved, and methods for their systematic identification are limited. Here, we developed a forward genetic screening platform that combines CRISPR-Cas9 perturbations, cell coculture in picoliter droplets, and microfluidic-based fluorescence-activated droplet sorting to identify mechanisms of cell-cell communication. We used SPEAC-seq (systematic perturbation of encapsulated associated cells followed by sequencing), in combination with in vivo genetic perturbations, to identify microglia-produced amphiregulin as a suppressor of disease-promoting astrocyte responses in multiple sclerosis preclinical models and clinical samples. Thus, SPEAC-seq enables the high-throughput systematic identification of cell-cell communication mechanisms.


Amphiregulin , Astrocytes , Autocrine Communication , Genetic Testing , Microfluidic Analytical Techniques , Microglia , Astrocytes/physiology , Genetic Testing/methods , High-Throughput Screening Assays , Microfluidic Analytical Techniques/methods , Microglia/physiology , Amphiregulin/genetics , Autocrine Communication/genetics , Gene Expression , Humans
9.
Nature ; 614(7947): 326-333, 2023 02.
Article En | MEDLINE | ID: mdl-36599367

Multiple sclerosis is a chronic inflammatory disease of the central nervous system1. Astrocytes are heterogeneous glial cells that are resident in the central nervous system and participate in the pathogenesis of multiple sclerosis and its model experimental autoimmune encephalomyelitis2,3. However, few unique surface markers are available for the isolation of astrocyte subsets, preventing their analysis and the identification of candidate therapeutic targets; these limitations are further amplified by the rarity of pathogenic astrocytes. Here, to address these challenges, we developed focused interrogation of cells by nucleic acid detection and sequencing (FIND-seq), a high-throughput microfluidic cytometry method that combines encapsulation of cells in droplets, PCR-based detection of target nucleic acids and droplet sorting to enable in-depth transcriptomic analyses of cells of interest at single-cell resolution. We applied FIND-seq to study the regulation of astrocytes characterized by the splicing-driven activation of the transcription factor XBP1, which promotes disease pathology in multiple sclerosis and experimental autoimmune encephalomyelitis4. Using FIND-seq in combination with conditional-knockout mice, in vivo CRISPR-Cas9-driven genetic perturbation studies and bulk and single-cell RNA sequencing analyses of samples from mouse experimental autoimmune encephalomyelitis and humans with multiple sclerosis, we identified a new role for the nuclear receptor NR3C2 and its corepressor NCOR2 in limiting XBP1-driven pathogenic astrocyte responses. In summary, we used FIND-seq to identify a therapeutically targetable mechanism that limits XBP1-driven pathogenic astrocyte responses. FIND-seq enables the investigation of previously inaccessible cells, including rare cell subsets defined by unique gene expression signatures or other nucleic acid markers.


Astrocytes , Encephalomyelitis, Autoimmune, Experimental , Microfluidics , Multiple Sclerosis , Nucleic Acids , Single-Cell Gene Expression Analysis , Animals , Humans , Mice , Astrocytes/metabolism , Astrocytes/pathology , Gene Expression Regulation , Mice, Knockout , Multiple Sclerosis/pathology , Microfluidics/methods , Single-Cell Gene Expression Analysis/methods , Nucleic Acids/analysis , Gene Editing
10.
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
12.
Cell ; 180(1): 50-63.e12, 2020 01 09.
Article En | MEDLINE | ID: mdl-31923399

Mucosal barrier immunity is essential for the maintenance of the commensal microflora and combating invasive bacterial infection. Although immune and epithelial cells are thought to be the canonical orchestrators of this complex equilibrium, here, we show that the enteric nervous system (ENS) plays an essential and non-redundant role in governing the antimicrobial protein (AMP) response. Using confocal microscopy and single-molecule fluorescence in situ mRNA hybridization (smFISH) studies, we observed that intestinal neurons produce the pleiotropic cytokine IL-18. Strikingly, deletion of IL-18 from the enteric neurons alone, but not immune or epithelial cells, rendered mice susceptible to invasive Salmonella typhimurium (S.t.) infection. Mechanistically, unbiased RNA sequencing and single-cell sequencing revealed that enteric neuronal IL-18 is specifically required for homeostatic goblet cell AMP production. Together, we show that neuron-derived IL-18 signaling controls tissue-wide intestinal immunity and has profound consequences on the mucosal barrier and invasive bacterial killing.


Immunity, Mucosal/immunology , Interleukin-18/immunology , Intestinal Mucosa/immunology , Animals , Cytokines/immunology , Enteric Nervous System/immunology , Enteric Nervous System/metabolism , Epithelial Cells/immunology , Female , Goblet Cells/immunology , Interleukin-18/biosynthesis , Intestinal Mucosa/metabolism , Intestine, Small/immunology , Male , Mice , Mice, Inbred C57BL , Neurons/immunology , Rats , Rats, Sprague-Dawley , Salmonella Infections/immunology , Salmonella typhimurium/immunology , Signal Transduction/immunology
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