학술논문

Advanced transcriptomic analysis reveals the role of efflux pumps and media composition in antibiotic responses of Pseudomonas aeruginosa
Document Type
article
Source
Nucleic Acids Research. 50(17)
Subject
Lung
Antimicrobial Resistance
Rare Diseases
Infectious Diseases
Cystic Fibrosis
Genetics
2.2 Factors relating to the physical environment
Development of treatments and therapeutic interventions
5.1 Pharmaceuticals
Aetiology
2.1 Biological and endogenous factors
Infection
Anti-Bacterial Agents
Bacterial Proteins
Biofilms
Gene Expression Profiling
Humans
Pseudomonas Infections
Pseudomonas aeruginosa
beta-Lactams
Environmental Sciences
Biological Sciences
Information and Computing Sciences
Developmental Biology
Language
Abstract
Pseudomonas aeruginosa is an opportunistic pathogen and major cause of hospital-acquired infections. The virulence of P. aeruginosa is largely determined by its transcriptional regulatory network (TRN). We used 411 transcription profiles of P. aeruginosa from diverse growth conditions to construct a quantitative TRN by identifying independently modulated sets of genes (called iModulons) and their condition-specific activity levels. The current study focused on the use of iModulons to analyze the biofilm production and antibiotic resistance of P. aeruginosa. Our analysis revealed: (i) 116 iModulons, 81 of which show strong association with known regulators; (ii) novel roles of regulators in modulating antibiotics efflux pumps; (iii) substrate-efflux pump associations; (iv) differential iModulon activity in response to beta-lactam antibiotics in bacteriological and physiological media; (v) differential activation of 'Cell Division' iModulon resulting from exposure to different beta-lactam antibiotics and (vi) a role of the PprB iModulon in the stress-induced transition from planktonic to biofilm lifestyle. In light of these results, the construction of an iModulon-based TRN provides a transcriptional regulatory basis for key aspects of P. aeruginosa infection, such as antibiotic stress responses and biofilm formation. Taken together, our results offer a novel mechanistic understanding of P. aeruginosa virulence.