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.
机构:
Boston Univ, Howard Hughes Med Inst, Dept Biomed Engn, Ctr Biodynam, Boston, MA 02215 USABoston Univ, Howard Hughes Med Inst, Dept Biomed Engn, Ctr Biodynam, Boston, MA 02215 USA
Allison, Kyle R.
Brynildsen, Mark P.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Howard Hughes Med Inst, Dept Biomed Engn, Ctr Biodynam, Boston, MA 02215 USABoston Univ, Howard Hughes Med Inst, Dept Biomed Engn, Ctr Biodynam, Boston, MA 02215 USA
Brynildsen, Mark P.
Collins, James J.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Howard Hughes Med Inst, Dept Biomed Engn, Ctr Biodynam, Boston, MA 02215 USA
Boston Univ, Sch Med, Boston, MA 02118 USA
Harvard Univ, Wyss Inst Biol Inspired Engn, Boston, MA 02118 USABoston Univ, Howard Hughes Med Inst, Dept Biomed Engn, Ctr Biodynam, Boston, MA 02215 USA
机构:
CSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
CSIR, Acad Sci & Innovat Res, Pune 411008, Maharashtra, India
CSIR, New Delhi 110020, IndiaCSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
Bhattacharya, Nivedita
Singh, Ajeet
论文数: 0引用数: 0
h-index: 0
机构:
CSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
CSIR, Acad Sci & Innovat Res, Pune 411008, Maharashtra, India
CSIR, New Delhi 110020, India
Ctr Applicat Mass Spectrometry, Pune 411008, Maharashtra, IndiaCSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
Singh, Ajeet
Ghanate, Avinash
论文数: 0引用数: 0
h-index: 0
机构:
CSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
CSIR, Acad Sci & Innovat Res, Pune 411008, Maharashtra, India
CSIR, New Delhi 110020, IndiaCSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
Ghanate, Avinash
Phadke, Gayatri
论文数: 0引用数: 0
h-index: 0
机构:
CSIR, Natl Chem Lab, Pune 411008, Maharashtra, IndiaCSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
Phadke, Gayatri
Parmar, Dharmesh
论文数: 0引用数: 0
h-index: 0
机构:
CSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
CSIR, Acad Sci & Innovat Res, Pune 411008, Maharashtra, India
CSIR, New Delhi 110020, IndiaCSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
Parmar, Dharmesh
Dhaware, Deepika
论文数: 0引用数: 0
h-index: 0
机构:
CSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
CSIR, Acad Sci & Innovat Res, Pune 411008, Maharashtra, India
CSIR, New Delhi 110020, IndiaCSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
Dhaware, Deepika
Basak, Trayambak
论文数: 0引用数: 0
h-index: 0
机构:
CSIR, Inst Genom & Integrat Biol, New Delhi 110020, India
CSIR, Acad Sci & Innovat Res, Pune 411008, Maharashtra, India
CSIR, New Delhi 110020, IndiaCSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
Basak, Trayambak
论文数: 引用数:
h-index:
机构:
Sengupta, Shantanu
Panchagnula, Venkateswarlu
论文数: 0引用数: 0
h-index: 0
机构:
CSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
CSIR, Acad Sci & Innovat Res, Pune 411008, Maharashtra, India
CSIR, New Delhi 110020, India
Ctr Applicat Mass Spectrometry, Pune 411008, Maharashtra, IndiaCSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
机构:
Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Charusanti, Pep
Fong, Nicole L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Fong, Nicole L.
Nagarajan, Harish
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Nagarajan, Harish
Pereira, Alban R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, Ctr Marine Biotechnol & Biomed, La Jolla, CA 92093 USA
Univ Calif San Diego, Skaggs Sch Pharm & Pharmaceut Sci, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Pereira, Alban R.
Li, Howard J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Li, Howard J.
Abate, Elisa A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Abate, Elisa A.
Su, Yongxuan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Su, Yongxuan
Gerwick, William H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, Ctr Marine Biotechnol & Biomed, La Jolla, CA 92093 USA
Univ Calif San Diego, Skaggs Sch Pharm & Pharmaceut Sci, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Gerwick, William H.
Palsson, Bernhard O.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
机构:
Boston Univ, Howard Hughes Med Inst, Dept Biomed Engn, Ctr Biodynam, Boston, MA 02215 USABoston Univ, Howard Hughes Med Inst, Dept Biomed Engn, Ctr Biodynam, Boston, MA 02215 USA
Allison, Kyle R.
Brynildsen, Mark P.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Howard Hughes Med Inst, Dept Biomed Engn, Ctr Biodynam, Boston, MA 02215 USABoston Univ, Howard Hughes Med Inst, Dept Biomed Engn, Ctr Biodynam, Boston, MA 02215 USA
Brynildsen, Mark P.
Collins, James J.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Howard Hughes Med Inst, Dept Biomed Engn, Ctr Biodynam, Boston, MA 02215 USA
Boston Univ, Sch Med, Boston, MA 02118 USA
Harvard Univ, Wyss Inst Biol Inspired Engn, Boston, MA 02118 USABoston Univ, Howard Hughes Med Inst, Dept Biomed Engn, Ctr Biodynam, Boston, MA 02215 USA
机构:
CSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
CSIR, Acad Sci & Innovat Res, Pune 411008, Maharashtra, India
CSIR, New Delhi 110020, IndiaCSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
Bhattacharya, Nivedita
Singh, Ajeet
论文数: 0引用数: 0
h-index: 0
机构:
CSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
CSIR, Acad Sci & Innovat Res, Pune 411008, Maharashtra, India
CSIR, New Delhi 110020, India
Ctr Applicat Mass Spectrometry, Pune 411008, Maharashtra, IndiaCSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
Singh, Ajeet
Ghanate, Avinash
论文数: 0引用数: 0
h-index: 0
机构:
CSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
CSIR, Acad Sci & Innovat Res, Pune 411008, Maharashtra, India
CSIR, New Delhi 110020, IndiaCSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
Ghanate, Avinash
Phadke, Gayatri
论文数: 0引用数: 0
h-index: 0
机构:
CSIR, Natl Chem Lab, Pune 411008, Maharashtra, IndiaCSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
Phadke, Gayatri
Parmar, Dharmesh
论文数: 0引用数: 0
h-index: 0
机构:
CSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
CSIR, Acad Sci & Innovat Res, Pune 411008, Maharashtra, India
CSIR, New Delhi 110020, IndiaCSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
Parmar, Dharmesh
Dhaware, Deepika
论文数: 0引用数: 0
h-index: 0
机构:
CSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
CSIR, Acad Sci & Innovat Res, Pune 411008, Maharashtra, India
CSIR, New Delhi 110020, IndiaCSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
Dhaware, Deepika
Basak, Trayambak
论文数: 0引用数: 0
h-index: 0
机构:
CSIR, Inst Genom & Integrat Biol, New Delhi 110020, India
CSIR, Acad Sci & Innovat Res, Pune 411008, Maharashtra, India
CSIR, New Delhi 110020, IndiaCSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
Basak, Trayambak
论文数: 引用数:
h-index:
机构:
Sengupta, Shantanu
Panchagnula, Venkateswarlu
论文数: 0引用数: 0
h-index: 0
机构:
CSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
CSIR, Acad Sci & Innovat Res, Pune 411008, Maharashtra, India
CSIR, New Delhi 110020, India
Ctr Applicat Mass Spectrometry, Pune 411008, Maharashtra, IndiaCSIR, Natl Chem Lab, Pune 411008, Maharashtra, India
机构:
Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Charusanti, Pep
Fong, Nicole L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Fong, Nicole L.
Nagarajan, Harish
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Nagarajan, Harish
Pereira, Alban R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, Ctr Marine Biotechnol & Biomed, La Jolla, CA 92093 USA
Univ Calif San Diego, Skaggs Sch Pharm & Pharmaceut Sci, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Pereira, Alban R.
Li, Howard J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Li, Howard J.
Abate, Elisa A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Abate, Elisa A.
Su, Yongxuan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Su, Yongxuan
Gerwick, William H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, Ctr Marine Biotechnol & Biomed, La Jolla, CA 92093 USA
Univ Calif San Diego, Skaggs Sch Pharm & Pharmaceut Sci, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Gerwick, William H.
Palsson, Bernhard O.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA