Genome-scale model of Pseudomonas aeruginosa metabolism unveils virulence and drug potentiation.
Sanjeev DahalAlina RenzAndreas DrägerLaurence YangPublished in: Communications biology (2023)
Pseudomonas aeruginosa is one of the leading causes of hospital-acquired infections. To decipher the metabolic mechanisms associated with virulence and antibiotic resistance, we have developed an updated genome-scale model (GEM) of P. aeruginosa. The model (iSD1509) is an extensively curated, three-compartment, and mass-and-charge balanced BiGG model containing 1509 genes, the largest gene content for any P. aeruginosa GEM to date. It is the most accurate with prediction accuracies as high as 92.4% (gene essentiality) and 93.5% (substrate utilization). In iSD1509, we newly added a recently discovered pathway for ubiquinone-9 biosynthesis which is required for anaerobic growth. We used a modified iSD1509 to demonstrate the role of virulence factor (phenazines) in the pathogen survival within biofilm/oxygen-limited condition. Further, the model can mechanistically explain the overproduction of a drug susceptibility biomarker in the P. aeruginosa mutants. Finally, we use iSD1509 to demonstrate the drug potentiation by metabolite supplementation, and elucidate the mechanisms behind the phenotype, which agree with experimental results.
Keyphrases
- pseudomonas aeruginosa
- biofilm formation
- staphylococcus aureus
- genome wide
- cystic fibrosis
- escherichia coli
- acinetobacter baumannii
- antimicrobial resistance
- healthcare
- multidrug resistant
- emergency department
- high resolution
- gene expression
- microbial community
- dna methylation
- risk assessment
- genome wide identification
- transcription factor
- heavy metals
- drug induced