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1.
NPJ Biofilms Microbiomes ; 7(1): 31, 2021 04 06.
Article in English | MEDLINE | ID: mdl-33824337

ABSTRACT

Chronic suppurative otitis media (CSOM) is a widespread, debilitating problem with poorly understood immunology. Here, we assess the host response to middle ear infection over the course of a month post-infection in a mouse model of CSOM and in human subjects with the disease. Using multiparameter flow cytometry and a binomial generalized linear machine learning model, we identified Ly6G, a surface marker of mature neutrophils, as the most informative factor of host response driving disease in the CSOM mouse model. Consistent with this, neutrophils were the most abundant cell type in infected mice and Ly6G expression tracked with the course of infection. Moreover, neutrophil-specific immunomodulatory treatment using the neutrophil elastase inhibitor GW 311616A significantly reduces bacterial burden relative to ofloxacin-only treated animals in this model. The levels of dsDNA in middle ear effusion samples are elevated in both humans and mice with CSOM and decreased during treatment, suggesting that dsDNA may serve as a molecular biomarker of treatment response. Together these data strongly implicate neutrophils in the ineffective immune response to P. aeruginosa infection in CSOM and suggest that immunomodulatory strategies may benefit drug-tolerant infections for chronic biofilm-mediated disease.


Subject(s)
Antigens, Ly/metabolism , Ofloxacin/administration & dosage , Otitis Media, Suppurative/microbiology , Piperidines/administration & dosage , Proteinase Inhibitory Proteins, Secretory/administration & dosage , Pseudomonas Infections/drug therapy , Animals , Disease Models, Animal , Drug Synergism , Female , Flow Cytometry , Humans , Machine Learning , Male , Mice , Neutrophils/immunology , Ofloxacin/pharmacology , Otitis Media, Suppurative/drug therapy , Otitis Media, Suppurative/immunology , Piperidines/pharmacology , Proteinase Inhibitory Proteins, Secretory/pharmacology , Pseudomonas Infections/complications , Pseudomonas Infections/immunology , Pseudomonas aeruginosa/drug effects
2.
J Microbiol Methods ; 167: 105760, 2019 12.
Article in English | MEDLINE | ID: mdl-31678132

ABSTRACT

Flow cytometry is currently underutilized for bacterial phenotyping and standard microbiological techniques do not provide phenotypic information about the state of the bacterial disease. Pseudomonas aeruginosa is a human pathogen of increased importance in public health due to both the ability to cause chronic diseases and the prevalence of functionally different subsets that can be difficult to treat and diagnose. In the present study, we used flow cytometry to analyze the growth phase of P. aeruginosa. A simple method for single cell quantitative detection of bacterial biofilm and planktonic cells was established with a combination of membrane permeable (SYTO 60) and impermeable (TOTO-1) dyes plus the addition of polystyrene counting beads. The specificity of the dye combination for biofilm detection was determined by comparison with impaired biofilm forming strains of P. aeruginosa LasI/RhlI-/- and ∆PfPhage. Results suggest that flow cytometric bacterial phenotyping serves as an expandable platform that may be useful for enumeration of population level variation in P. aeruginosa studies.


Subject(s)
Biofilms/growth & development , Flow Cytometry/methods , Pseudomonas aeruginosa/growth & development , Single-Cell Analysis/methods , Coloring Agents/chemistry , Phenotype , Staining and Labeling , Thiazoles/chemistry
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