A scalable metabolite supplementation strategy against antibiotic resistant pathogen Chromobacterium violaceum induced by NAD+/NADH+ imbalance

被引:13
作者
Banerjee, Deepanwita [1 ]
Parmar, Dharmeshkumar [1 ]
Bhattacharya, Nivedita [1 ]
Ghanate, Avinash D. [1 ]
Panchagnula, Venkateswarlu [1 ]
Raghunathan, Anu [1 ]
机构
[1] CSIR Natl Chem Lab, Chem Engn Div, Pune, Maharashtra, India
来源
BMC SYSTEMS BIOLOGY | 2017年 / 11卷
关键词
Antibiotic resistance; Metabolomic; Flux balance analysis; Flux variability analysis; Redox homeostasis; NAD; NADH; Metabolism; CONSTRAINT-BASED MODELS; ESCHERICHIA-COLI; AMINODEOXYCHORISMATE LYASE; QUANTITATIVE PREDICTION; STAPHYLOCOCCUS-AUREUS; CELLULAR-METABOLISM; COBRA TOOLBOX; L-TRYPTOPHAN; EFFLUX PUMP; PROTEIN S12;
D O I
10.1186/s12918-017-0427-z
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: The leading edge of the global problem of antibiotic resistance necessitates novel therapeutic strategies. This study develops a novel systems biology driven approach for killing antibiotic resistant pathogens using benign metabolites. Results: Controlled laboratory evolutions established chloramphenicol and streptomycin resistant pathogens of Chromobacterium. These resistant pathogens showed higher growth rates and required higher lethal doses of antibiotic. Growth and viability testing identified malate, maleate, succinate, pyruvate and oxoadipate as resensitising agents for antibiotic therapy. Resistant genes were catalogued through whole genome sequencing. Intracellular metabolomic profiling identified violacein as a potential biomarker for resistance. The temporal variance of metabolites captured the linearized dynamics around the steady state and correlated to growth rate. A constraints-based flux balance model of the core metabolism was used to predict the metabolic basis of antibiotic susceptibility and resistance. Conclusions: The model predicts electron imbalance and skewed NAD/NADH ratios as a result of antibiotics chloramphenicol and streptomycin. The resistant pathogen rewired its metabolic networks to compensate for disruption of redox homeostasis. We foresee the utility of such scalable workflows in identifying metabolites for clinical isolates as inevitable solutions to mitigate antibiotic resistance.
引用
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页数:20
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