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1.
Cell ; 174(5): 1293-1308.e36, 2018 08 23.
Article in English | MEDLINE | ID: mdl-29961579

ABSTRACT

Knowledge of immune cell phenotypes in the tumor microenvironment is essential for understanding mechanisms of cancer progression and immunotherapy response. We profiled 45,000 immune cells from eight breast carcinomas, as well as matched normal breast tissue, blood, and lymph nodes, using single-cell RNA-seq. We developed a preprocessing pipeline, SEQC, and a Bayesian clustering and normalization method, Biscuit, to address computational challenges inherent to single-cell data. Despite significant similarity between normal and tumor tissue-resident immune cells, we observed continuous phenotypic expansions specific to the tumor microenvironment. Analysis of paired single-cell RNA and T cell receptor (TCR) sequencing data from 27,000 additional T cells revealed the combinatorial impact of TCR utilization on phenotypic diversity. Our results support a model of continuous activation in T cells and do not comport with the macrophage polarization model in cancer. Our results have important implications for characterizing tumor-infiltrating immune cells.


Subject(s)
Breast Neoplasms/immunology , Gene Expression Regulation, Neoplastic , Receptors, Antigen, T-Cell/metabolism , Sequence Analysis, RNA , Single-Cell Analysis , Tumor Microenvironment/immunology , Bayes Theorem , Breast Neoplasms/pathology , Cluster Analysis , Computational Biology , Female , Gene Expression Profiling , Humans , Immune System , Immunotherapy/methods , Lymph Nodes , Lymphocytes, Tumor-Infiltrating , Macrophages/metabolism , Phenotype , Transcriptome
2.
Cell ; 163(6): 1326-32, 2015 Dec 03.
Article in English | MEDLINE | ID: mdl-26638069

ABSTRACT

One of the clearest functions of the gut microbiota in humans is resistance to colonization by enteric bacterial pathogens. Reconstitution of the microbiota offers an exciting therapeutic approach, but great challenges must be overcome.


Subject(s)
Bacteroidetes/metabolism , Communicable Diseases/microbiology , Firmicutes/metabolism , Gastrointestinal Diseases/microbiology , Gastrointestinal Microbiome , Animals , Antibiosis , Bacteroidetes/classification , Communicable Diseases/therapy , Firmicutes/classification , Gastrointestinal Diseases/therapy , Humans , Immunomodulation
3.
Nature ; 581(7809): 475-479, 2020 05.
Article in English | MEDLINE | ID: mdl-32461639

ABSTRACT

Intestinal health relies on the immunosuppressive activity of CD4+ regulatory T (Treg) cells1. Expression of the transcription factor Foxp3 defines this lineage, and can be induced extrathymically by dietary or commensal-derived antigens in a process assisted by a Foxp3 enhancer known as conserved non-coding sequence 1 (CNS1)2-4. Products of microbial fermentation including butyrate facilitate the generation of peripherally induced Treg (pTreg) cells5-7, indicating that metabolites shape the composition of the colonic immune cell population. In addition to dietary components, bacteria modify host-derived molecules, generating a number of biologically active substances. This is epitomized by the bacterial transformation of bile acids, which creates a complex pool of steroids8 with a range of physiological functions9. Here we screened the major species of deconjugated bile acids for their ability to potentiate the differentiation of pTreg cells. We found that the secondary bile acid 3ß-hydroxydeoxycholic acid (isoDCA) increased Foxp3 induction by acting on dendritic cells (DCs) to diminish their immunostimulatory properties. Ablating one receptor, the farnesoid X receptor, in DCs enhanced the generation of Treg cells and imposed a transcriptional profile similar to that induced by isoDCA, suggesting an interaction between this bile acid and nuclear receptor. To investigate isoDCA in vivo, we took a synthetic biology approach and designed minimal microbial consortia containing engineered Bacteroides strains. IsoDCA-producing consortia increased the number of colonic RORγt-expressing Treg cells in a CNS1-dependent manner, suggesting enhanced extrathymic differentiation.


Subject(s)
Bacteria/metabolism , Bile Acids and Salts/chemistry , Bile Acids and Salts/metabolism , T-Lymphocytes, Regulatory/cytology , T-Lymphocytes, Regulatory/immunology , Amino Acid Sequence , Animals , Bacteroides/metabolism , Colon/microbiology , Dendritic Cells/immunology , Dendritic Cells/metabolism , Female , Fermentation , Gastrointestinal Microbiome , Male , Mice , Mice, Inbred C57BL , Microbial Consortia , Nuclear Receptor Subfamily 1, Group F, Member 3/metabolism , Receptors, Cytoplasmic and Nuclear/metabolism
4.
Nature ; 517(7533): 205-8, 2015 Jan 08.
Article in English | MEDLINE | ID: mdl-25337874

ABSTRACT

The gastrointestinal tracts of mammals are colonized by hundreds of microbial species that contribute to health, including colonization resistance against intestinal pathogens. Many antibiotics destroy intestinal microbial communities and increase susceptibility to intestinal pathogens. Among these, Clostridium difficile, a major cause of antibiotic-induced diarrhoea, greatly increases morbidity and mortality in hospitalized patients. Which intestinal bacteria provide resistance to C. difficile infection and their in vivo inhibitory mechanisms remain unclear. Here we correlate loss of specific bacterial taxa with development of infection, by treating mice with different antibiotics that result in distinct microbiota changes and lead to varied susceptibility to C. difficile. Mathematical modelling augmented by analyses of the microbiota of hospitalized patients identifies resistance-associated bacteria common to mice and humans. Using these platforms, we determine that Clostridium scindens, a bile acid 7α-dehydroxylating intestinal bacterium, is associated with resistance to C. difficile infection and, upon administration, enhances resistance to infection in a secondary bile acid dependent fashion. Using a workflow involving mouse models, clinical studies, metagenomic analyses, and mathematical modelling, we identify a probiotic candidate that corrects a clinically relevant microbiome deficiency. These findings have implications for the rational design of targeted antimicrobials as well as microbiome-based diagnostics and therapeutics for individuals at risk of C. difficile infection.


Subject(s)
Bile Acids and Salts/metabolism , Clostridioides difficile/physiology , Disease Susceptibility/microbiology , Intestinal Mucosa/metabolism , Intestines/microbiology , Microbiota/physiology , Animals , Anti-Bacterial Agents/pharmacology , Biological Evolution , Clostridioides difficile/drug effects , Clostridium/metabolism , Colitis/metabolism , Colitis/microbiology , Colitis/prevention & control , Colitis/therapy , Feces/microbiology , Female , Humans , Intestines/drug effects , Metagenome/genetics , Mice , Mice, Inbred C57BL , Microbiota/drug effects , Microbiota/genetics , Symbiosis
5.
Infect Immun ; 87(7)2019 07.
Article in English | MEDLINE | ID: mdl-31010813

ABSTRACT

Vancomycin-resistant Enterococcus faecium (VRE) is a leading cause of hospital-acquired infections. This is particularly true in immunocompromised patients, where the damage to the microbiota caused by antibiotics can lead to VRE domination of the intestine, increasing a patient's risk for bloodstream infection. In previous studies we observed that the intestinal domination by VRE of patients hospitalized to receive allogeneic bone marrow transplantation can persist for weeks, but little is known about subspecies diversification and evolution during prolonged domination. Here we combined a longitudinal analysis of patient data and in vivo experiments to reveal previously unappreciated subspecies dynamics during VRE domination that appeared to be stable from 16S rRNA microbiota analyses. Whole-genome sequencing of isolates obtained from sequential stool samples provided by VRE-dominated patients revealed an unanticipated level of VRE population complexity that evolved over time. In experiments with ampicillin-treated mice colonized with a single CFU, VRE rapidly diversified and expanded into distinct lineages that competed for dominance. Mathematical modeling shows that in vivo evolution follows mostly a parabolic fitness landscape, where each new mutation provides diminishing returns and, in the setting of continuous ampicillin treatment, reveals a fitness advantage for mutations in penicillin-binding protein 5 (pbp5) that increase resistance to ampicillin. Our results reveal the rapid diversification of host-colonizing VRE populations, with implications for epidemiologic tracking of in-hospital VRE transmission and susceptibility to antibiotic treatment.


Subject(s)
DNA, Bacterial/genetics , Enterococcus faecium/genetics , Genetic Variation , Gram-Positive Bacterial Infections/microbiology , Vancomycin-Resistant Enterococci/genetics , Animals , Biological Evolution , DNA Mutational Analysis , Feces/microbiology , Humans , Longitudinal Studies , RNA, Ribosomal, 16S/genetics
6.
Mol Microbiol ; 83(2): 245-60, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22171814

ABSTRACT

Spores of Bacillus subtilis are encased in a protective coat made up of at least 70 proteins. The structure of the spore coat has been examined using a variety of genetic, imaging and biochemical techniques; however, the majority of these studies have focused on mature spores. In this study we use a library of 41 spore coat proteins fused to the green fluorescent protein to examine spore coat morphogenesis over the time-course of sporulation. We found considerable diversity in the localization dynamics of coat proteins and were able to establish six classes based on localization kinetics. Localization dynamics correlate well with the known transcriptional regulators of coat gene expression. Previously, we described the existence of multiple layers in the mature spore coat. Here, we find that the spore coat initially assembles a scaffold that is organized into multiple layers on one pole of the spore. The coat then encases the spore in multiple co-ordinated waves. Encasement is driven, at least partially, by transcription of coat genes and deletion of sporulation transcription factors arrests encasement. We also identify the trans-compartment SpoIIIAH-SpoIIQ channel as necessary for encasement. This is the first demonstration of a forespore contribution to spore coat morphogenesis.


Subject(s)
Bacillus subtilis/cytology , Bacillus subtilis/metabolism , Bacterial Proteins/metabolism , Spores/cytology , Spores/metabolism , Bacterial Proteins/genetics , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Microscopy, Fluorescence , Multiprotein Complexes/metabolism , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/metabolism , Staining and Labeling , Time Factors
7.
J Bacteriol ; 194(18): 4941-50, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22773792

ABSTRACT

Endospore formation by Bacillus subtilis is a complex and dynamic process. One of the major challenges of sporulation is the assembly of a protective, multilayered, proteinaceous spore coat, composed of at least 70 different proteins. Spore coat formation can be divided into two distinct stages. The first is the recruitment of proteins to the spore surface, dependent on the morphogenetic protein SpoIVA. The second step, known as encasement, involves the migration of the coat proteins around the circumference of the spore in successive waves, a process dependent on the morphogenetic protein SpoVID and the transcriptional regulation of individual coat genes. We provide genetic and biochemical evidence supporting the hypothesis that SpoVID promotes encasement of the spore by establishing direct protein-protein interactions with other coat morphogenetic proteins. It was previously demonstrated that SpoVID directly interacts with SpoIVA and the inner coat morphogenetic protein, SafA. Here, we show by yeast two-hybrid and pulldown assays that SpoVID also interacts directly with the outer coat morphogenetic protein, CotE. Furthermore, by mutational analysis, we identified a specific residue in the N-terminal domain of SpoVID that is essential for the interaction with CotE but dispensable for the interaction with SafA. We propose an updated model of coat assembly and spore encasement that incorporates several physical interactions between the principal coat morphogenetic proteins.


Subject(s)
Bacillus subtilis/metabolism , Bacterial Proteins/metabolism , Membrane Proteins/metabolism , Protein Interaction Mapping , Spores, Bacterial/metabolism , Bacillus subtilis/growth & development , DNA Mutational Analysis , Models, Biological , Protein Binding , Spores, Bacterial/growth & development , Two-Hybrid System Techniques
8.
Mol Microbiol ; 74(3): 634-49, 2009 Nov.
Article in English | MEDLINE | ID: mdl-19775244

ABSTRACT

Endospores formed by Bacillus subtilis are encased in a tough protein shell known as the coat, which consists of at least 70 different proteins. We investigated the process of spore coat morphogenesis using a library of 40 coat proteins fused to green fluorescent protein and demonstrate that two successive steps can be distinguished in coat assembly. The first step, initial localization of proteins to the spore surface, is dependent on the coat morphogenetic proteins SpoIVA and SpoVM. The second step, spore encasement, requires a third protein, SpoVID. We show that in spoVID mutant cells, most coat proteins assembled into a cap at one side of the developing spore but failed to migrate around and encase it. We also found that SpoIVA directly interacts with SpoVID. A domain analysis revealed that the N-terminus of SpoVID is required for encasement and is a structural homologue of a virion protein, whereas the C-terminus is necessary for the interaction with SpoIVA. Thus, SpoVM, SpoIVA and SpoVID are recruited to the spore surface in a concerted manner and form a tripartite machine that drives coat formation and spore encasement.


Subject(s)
Bacillus subtilis/physiology , Bacterial Proteins/physiology , Membrane Proteins/physiology , Amino Acid Substitution , Bacillus subtilis/cytology , Bacillus subtilis/genetics , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Conserved Sequence/genetics , DNA, Bacterial/analysis , DNA, Bacterial/genetics , DNA, Bacterial/metabolism , Escherichia coli/genetics , Escherichia coli/metabolism , Gene Expression Regulation, Bacterial , Genes, Bacterial , Green Fluorescent Proteins/analysis , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Membrane Proteins/analysis , Membrane Proteins/genetics , Membrane Proteins/metabolism , Microscopy, Fluorescence , Morphogenesis/genetics , Mutation , Peptide Library , Promoter Regions, Genetic , Recombinant Fusion Proteins/analysis , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/metabolism , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Sequence Homology, Amino Acid , Spores, Bacterial/chemistry , Spores, Bacterial/genetics , Spores, Bacterial/metabolism , Two-Hybrid System Techniques
9.
Cell Host Microbe ; 25(5): 695-705.e5, 2019 05 08.
Article in English | MEDLINE | ID: mdl-31031170

ABSTRACT

Vancomycin-resistant Enterococcus (VRE) are highly antibiotic-resistant and readily transmissible pathogens that cause severe infections in hospitalized patients. We discovered that lithocholic acid (LCA), a secondary bile acid prevalent in the cecum and colon of mice and humans, impairs separation of growing VRE diplococci, causing the formation of long chains and increased biofilm formation. Divalent cations reversed this LCA-induced switch to chaining and biofilm formation. Experimental evolution in the presence of LCA yielded mutations in the essential two-component kinase yycG/walK and three-component response regulator liaR that locked VRE in diplococcal mode, impaired biofilm formation, and increased susceptibility to the antibiotic daptomycin. These mutant VRE strains were deficient in host colonization because of their inability to compete with intestinal microbiota. This morphotype switch presents a potential non-bactericidal therapeutic target that may help clear VRE from the intestines of dominated patients, as occurs frequently during hematopoietic stem cell transplantation.


Subject(s)
Bile Acids and Salts/metabolism , Colon/microbiology , Enterococcus faecium/drug effects , Enterococcus faecium/growth & development , Gram-Positive Bacterial Infections/microbiology , Vancomycin-Resistant Enterococci/drug effects , Vancomycin-Resistant Enterococci/growth & development , Animals , Carrier State/microbiology , Mice , Virulence/drug effects
10.
Nat Rev Microbiol ; 14(10): 609-20, 2016 10.
Article in English | MEDLINE | ID: mdl-27573580

ABSTRACT

Clostridium difficile is a major cause of intestinal infection and diarrhoea in individuals following antibiotic treatment. Recent studies have begun to elucidate the mechanisms that induce spore formation and germination and have determined the roles of C. difficile toxins in disease pathogenesis. Exciting progress has also been made in defining the role of the microbiome, specific commensal bacterial species and host immunity in defence against infection with C. difficile. This Review will summarize the recent discoveries and developments in our understanding of C. difficile infection and pathogenesis.


Subject(s)
Clostridioides difficile/pathogenicity , Colitis/microbiology , Enterocolitis, Pseudomembranous/microbiology , Host-Pathogen Interactions , Microbiota/physiology , Anti-Bacterial Agents/adverse effects , Anti-Bacterial Agents/therapeutic use , Bacterial Toxins/metabolism , Bile Acids and Salts/metabolism , Clostridioides difficile/genetics , Clostridioides difficile/growth & development , Clostridioides difficile/physiology , Colitis/immunology , Colitis/physiopathology , Colitis/therapy , Enterocolitis, Pseudomembranous/immunology , Enterocolitis, Pseudomembranous/physiopathology , Enterocolitis, Pseudomembranous/therapy , Fecal Microbiota Transplantation , Humans , Spores, Bacterial/chemistry , Spores, Bacterial/genetics , Spores, Bacterial/physiology , Virulence Factors/genetics
11.
Genome Announc ; 4(3)2016 May 19.
Article in English | MEDLINE | ID: mdl-27198022

ABSTRACT

We report the complete genome sequence of a vancomycin-resistant isolate of Enterococcus faecium derived from human feces. The genome comprises one chromosome of 2.9 Mb and three plasmids. The strain harbors a plasmid-borne vanA-type vancomycin resistance locus and is a member of multilocus sequencing type (MLST) cluster ST-17.

12.
Nat Rev Microbiol ; 11(1): 33-44, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23202530

ABSTRACT

Sporulation in Bacillus subtilis involves an asymmetric cell division followed by differentiation into two cell types, the endospore and the mother cell. The endospore coat is a multilayered shell that protects the bacterial genome during stress conditions and is composed of dozens of proteins. Recently, fluorescence microscopy coupled with high-resolution image analysis has been applied to the dynamic process of coat assembly and has shown that the coat is organized into at least four distinct layers. In this Review, we provide a brief summary of B. subtilis sporulation, describe the function of the spore surface layers and discuss the recent progress that has improved our understanding of the structure of the endospore coat and the mechanisms of coat assembly.


Subject(s)
Bacillus subtilis/growth & development , Bacillus subtilis/metabolism , Spores, Bacterial/growth & development , Spores, Bacterial/metabolism , Bacillus subtilis/chemistry , Bacterial Proteins/metabolism , Cell Division , Image Processing, Computer-Assisted , Microscopy, Fluorescence , Models, Biological , Protein Multimerization , Spores, Bacterial/chemistry
13.
Curr Biol ; 20(10): 934-8, 2010 May 25.
Article in English | MEDLINE | ID: mdl-20451384

ABSTRACT

Bacillus subtilis spores are encased in a protein assembly called the spore coat that is made up of at least 70 different proteins. Conventional electron microscopy shows the coat to be organized into two distinct layers. Because the coat is about as wide as the theoretical limit of light microscopy, quantitatively measuring the localization of individual coat proteins within the coat is challenging. We used fusions of coat proteins to green fluorescent protein to map genetic dependencies for coat assembly and to define three independent subnetworks of coat proteins. To complement the genetic data, we measured coat protein localization at subpixel resolution and integrated these two data sets to produce a distance-weighted genetic interaction map. Using these data, we predict that the coat comprises at least four spatially distinct layers, including a previously uncharacterized glycoprotein outermost layer that we name the spore crust. We found that crust assembly depends on proteins we predicted to localize to the crust. The crust may be conserved in all Bacillus spores and may play critical functions in the environment.


Subject(s)
Bacillus subtilis/ultrastructure , Bacterial Proteins , Gene Expression Regulation, Bacterial , Gene Regulatory Networks , Spores, Bacterial/ultrastructure , Bacillus subtilis/chemistry , Bacillus subtilis/metabolism , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/metabolism , Spores, Bacterial/chemistry
14.
Genes Dev ; 20(23): 3311-23, 2006 Dec 01.
Article in English | MEDLINE | ID: mdl-17114577

ABSTRACT

Neurofibromatosis type 1 (NF1) is among the most common genetic disorders of humans and is caused by loss of neurofibromin, a large and highly conserved protein whose only known function is to serve as a GTPase-Activating Protein (GAP) for Ras. However, most Drosophila NF1 mutant phenotypes, including an overall growth deficiency, are not readily modified by manipulating Ras signaling strength, but are rescued by increasing signaling through the cAMP-dependent protein kinase A pathway. This has led to suggestions that NF1 has distinct Ras- and cAMP-related functions. Here we report that the Drosophila NF1 growth defect reflects a non-cell-autonomous requirement for NF1 in larval neurons that express the R-Ras ortholog Ras2, that NF1 is a GAP for Ras1 and Ras2, and that a functional NF1-GAP catalytic domain is both necessary and sufficient for rescue. Moreover, a Drosophila p120RasGAP ortholog, when expressed in the appropriate cells, can substitute for NF1 in growth regulation. Our results show that loss of NF1 can give rise to non-cell-autonomous developmental defects, implicate aberrant Ras-mediated signaling in larval neurons as the primary cause of the NF1 growth deficiency, and argue against the notion that neurofibromin has separable Ras- and cAMP-related functions.


Subject(s)
Drosophila Proteins/genetics , Drosophila/growth & development , Drosophila/genetics , Neurofibromin 1/genetics , Neurons/physiology , ras GTPase-Activating Proteins/metabolism , Animals , Gene Dosage , Larva , Mutation , Neurons/enzymology , Suppression, Genetic , ras GTPase-Activating Proteins/genetics
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