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1.
Infect Immun ; 75(4): 1598-608, 2007 Apr.
Article in English | MEDLINE | ID: mdl-17283089

ABSTRACT

Innate immunity is critical for clearing Pseudomonas aeruginosa from the lungs. In response to P. aeruginosa infection, a central transcriptional regulator of innate immunity-NF-kappaB-is translocated within 15 min to the nuclei of respiratory epithelial cells expressing wild-type (WT) cystic fibrosis (CF) transmembrane conductance regulator (CFTR). P. aeruginosa clearance from lungs is impaired in CF, and rapid NF-kappaB nuclear translocation is defective in cells with mutant or missing CFTR. We used WT and mutant P. aeruginosa and strains of transgenic mice lacking molecules involved in innate immunity to identify additional mediators required for P. aeruginosa-induced rapid NF-kappaB nuclear translocation in lung epithelia. We found neither Toll-like receptor 2 (TLR2) nor TLR4 nor TLR5 were required for this response. However, both MyD88-deficient mice and interleukin-1 receptor (IL-1R)-deficient mice failed to rapidly translocate NF-kappaB to the nuclei of respiratory epithelial cells in response to P. aeruginosa. Cultured human bronchial epithelial cells rapidly released IL-1beta in response to P. aeruginosa; this process was maximized by expression of WT-CFTR and dramatically muted in cells with DeltaF508-CFTR. The IL-1R antagonist blocked P. aeruginosa-induced NF-kappaB nuclear translocation. Oral inoculation via drinking water of IL-1R knockout mice resulted in higher rates of lung colonization and elevated P. aeruginosa-specific antibody titers in a manner analogous to that of CFTR-deficient mice. Overall, rapid IL-1 release and signaling through IL-1R represent key steps in the innate immune response to P. aeruginosa infection, and this process is deficient in cells lacking functional CFTR.


Subject(s)
Cystic Fibrosis Transmembrane Conductance Regulator/physiology , Interleukin-1beta/immunology , Pseudomonas Infections/immunology , Pseudomonas aeruginosa/immunology , Receptors, Interleukin-1/immunology , Animals , Cell Line , Cell Nucleus/metabolism , Cystic Fibrosis Transmembrane Conductance Regulator/genetics , Diptera , Humans , Immunity, Innate , Interleukin-1beta/metabolism , Lung/immunology , Lung/metabolism , Mice , Mice, Inbred Strains , Mice, Knockout , Microscopy, Confocal , Myeloid Differentiation Factor 88/genetics , Myeloid Differentiation Factor 88/immunology , NF-kappa B/metabolism , Pseudomonas Infections/metabolism , Receptors, Interleukin-1/genetics , Toll-Like Receptor 2/immunology , Toll-Like Receptor 4/immunology , Toll-Like Receptor 5/immunology
2.
Science ; 307(5716): 1778-81, 2005 Mar 18.
Article in English | MEDLINE | ID: mdl-15774760

ABSTRACT

The mammalian intestine harbors a beneficial microbiota numbering approximately 10(12) organisms per gram of colonic content. The host tolerates this tremendous bacterial load while maintaining the ability to efficiently respond to pathogenic organisms. In this study, we show that the Bacteroides use a mammalian-like pathway to decorate numerous surface capsular polysaccharides and glycoproteins with l-fucose, an abundant surface molecule of intestinal epithelial cells, resulting in the coordinated expression of this surface molecule by host and symbiont. A Bacteroides mutant deficient in the ability to cover its surface with L-fucose is defective in colonizing the mammalian intestine under competitive conditions.


Subject(s)
Bacterial Capsules/metabolism , Bacteroides fragilis/metabolism , Fucose/metabolism , Glycoproteins/metabolism , Intestines/microbiology , Symbiosis , Adenosine Triphosphate/metabolism , Animals , Bacterial Capsules/biosynthesis , Bacterial Capsules/chemistry , Bacterial Proteins/biosynthesis , Bacterial Proteins/metabolism , Bacteroides fragilis/enzymology , Bacteroides fragilis/genetics , Bacteroides fragilis/growth & development , Culture Media , Feces/microbiology , Gene Deletion , Genes, Bacterial , Glycoproteins/biosynthesis , Guanosine Diphosphate/metabolism , Guanosine Triphosphate/metabolism , Humans , Hydro-Lyases/genetics , Hydro-Lyases/metabolism , Intestinal Mucosa/metabolism , Mice , Molecular Mimicry , Molecular Sequence Data , Mutation , Phosphotransferases (Alcohol Group Acceptor)/genetics , Phosphotransferases (Alcohol Group Acceptor)/metabolism
3.
IEEE Trans Neural Netw ; 15(3): 750-7, 2004 May.
Article in English | MEDLINE | ID: mdl-15384561

ABSTRACT

In this paper, we give an efficient method for computing the leave-one-out (LOO) error for support vector machines (SVMs) with Gaussian kernels quite accurately. It is particularly suitable for iterative decomposition methods of solving SVMs. The importance of various steps of the method is illustrated in detail by showing the performance on six benchmark datasets. The new method often leads to speedups of 10-50 times compared to standard LOO error computation. It has good promise for use in hyperparameter tuning and model comparison


Subject(s)
Computing Methodologies , Normal Distribution , Research Design/statistics & numerical data
4.
Am J Physiol Lung Cell Mol Physiol ; 287(6): L1274-83, 2004 Dec.
Article in English | MEDLINE | ID: mdl-15310554

ABSTRACT

Submucosal glands are the primary source of airway mucus, a critical component of lung innate defenses. Airway glands are defective in cystic fibrosis (CF), showing a complete absence of secretion to vasoactive intestinal peptide or forskolin, which increase intracellular cAMP concentration. This defect is attributed to gland serous cells, which express the cystic fibrosis transmembrane conductance regulator. Calu-3 cells, which mimic many features of serous cells, secrete Cl(-) and HCO(3)(-), with HCO(3)(-) secretion predominating for forskolin stimulation and Cl(-) secretion predominating for stimuli that open basolateral K(+) channels to hyperpolarize the cells. We used pH stat and ion substitution experiments to clarify the mechanisms and consequences of these two modes of secretion. We confirm that Calu-3 cells secrete primarily HCO(3)(-) in response to forskolin. Unexpectedly, HCO(3)(-) secretion continued in response to K(+) channel openers, with Cl(-) secretion being added to it. Secretion of HCO(3)(-) from hyperpolarized cells occurs via the conversion of CO(2) to HCO(3)(-) and is reduced by approximately 50% with acetazolamide. A gap between the base equivalent current and short-circuit current was observed in all experiments and was traced to secretion of H(+) via a ouabain-sensitive, K(+)-dependent process (possibly H(+)-K(+)-ATPase), which partially neutralized the secreted HCO(3)(-). The conjoint secretion of HCO(3)(-) and H(+) may help explain the puzzling finding that mucus secreted from normal and CF glands has the same acidic pH as does mucus from glands stimulated with forskolin or ACh. It may also help explain how human airway glands produce mucus that is hypotonic.


Subject(s)
Bicarbonates/metabolism , Hydrogen-Ion Concentration , Respiratory Mucosa/physiology , Acetazolamide/pharmacology , Cell Line , Chlorides/metabolism , Colforsin/pharmacology , Humans , Models, Biological , Potassium Channels/physiology , Respiratory Mucosa/drug effects , Respiratory Mucosa/metabolism , Thapsigargin/pharmacology
5.
Proc Natl Acad Sci U S A ; 99(10): 6907-12, 2002 May 14.
Article in English | MEDLINE | ID: mdl-11997458

ABSTRACT

Immune cells are activated during cellular responses to antigen by two described mechanisms: (i) direct uptake of antigen and (ii) extraction and internalization of membrane components from antigen-presenting cells. Although endocytosis of microbial antigens by pattern recognition molecules (PRM) also activates innate immunity, it is not known whether this involves extraction and internalization of microbial surface components. Epithelial cells on mucosal surfaces use a variety of receptors that are distinct from the classical endocytic PRM to bind and internalize intact microorganisms. Nonclassical receptor molecules theoretically could act as a type of endocytic PRM if these molecules could recognize, bind, extract, and internalize a pathogen-associated molecule and initiate cell signaling. We report here that the interaction between the cystic fibrosis transmembrane conductance regulator (CFTR) and the outer core oligosaccharide of the lipopolysaccharide (LPS) in the outer membrane of Pseudomonas aeruginosa satisfies all of these conditions. P. aeruginosa LPS was specifically recognized and bound by CFTR, extracted from the organism's surface, and endocytosed by epithelial cells, leading to a rapid (5- to 15-min) and dynamic translocation of nuclear transcription factor NF-kappa B. Inhibition of epithelial cell internalization of P. aeruginosa LPS prevented NF-kappa B activation. Cellular activation depended on expression of wild-type CFTR, because both cultured Delta F508 CFTR human airway epithelial cells and lung epithelial cells of transgenic-CF mice failed to endocytose LPS and translocate NF-kappa B. CFTR serves as a critical endocytic PRM in the lung epithelium, coordinating the effective innate immune response to P. aeruginosa infection.


Subject(s)
Cystic Fibrosis Transmembrane Conductance Regulator/immunology , Lipopolysaccharides/immunology , NF-kappa B/immunology , Pseudomonas aeruginosa/immunology , Respiratory Mucosa/immunology , Animals , Biological Transport , Cell Line , Cell Membrane/immunology , Cystic Fibrosis Transmembrane Conductance Regulator/genetics , Epithelial Cells/cytology , Epithelial Cells/immunology , Epithelial Cells/microbiology , Humans , Lipid Bilayers , Mice , Mice, Inbred C3H , Respiratory Mucosa/cytology
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