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Prediction of Proton Exchange and Bacterial Growth on Various Substrates Using Constraint-based Modeling Approach
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  • Prediction of Proton Exchange and Bacterial Growth on Various Substrates Using Constraint-based Modeling Approach
  • Prediction of Proton Exchange and Bacterial Growth on Various Substrates Using Constraint-based Modeling Approach
저자명
Motamedian. Ehsan,Naeimpoor. Fereshteh
간행물명
Biotechnology and bioprocess engineering
권/호정보
2011년|16권 5호|pp.875-884 (10 pages)
발행정보
한국생물공학회
파일정보
정기간행물|ENG|
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
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기타언어초록

Proton exchange between cells and medium is one of the most important factors affecting culture pH, and hence its prediction is advantageous. In this research, proton exchange flux across the cell membrane was predicted using a genome-scale model. Calculated proton exchange flux was then exploited as a criterion to predict the trends and intensities of pH changes in cultures of Bacillus subtilis containing various C-sources, i.e. glucose, sucrose, glycerol, lactate, and citrate, as well as N-sources, i.e. ammonium chloride, sodium nitrate, urea, and histidine. The results showed that glucose, sucrose, and glycerol lowered culture pH as compared to citrate and lactate, which raised it. With regard to N-sources, the model predicted that ammonium chloride lowered culture pH while other sources raised pH. Furthermore, maximum theoretical biomass yield using the various C&N-sources was calculated, and sensitivity of microbial growth to proton exchange flux was investigated using robustness analysis to identify the effect of pH on growth of B. subtilis using different substrates. Finally, the effect of ammonium nitrate, a widely used nitrogen source, on growth of B. subtilis was studied. Experimental data obtained by cultivation of B. subtilis DSM 3256 on mineral salt media containing various C&N-sources were used to confirm model predictions. Model predictions were in good agreement with the experimental results for all of the examined C-sources as well as ammonium chloride and sodium nitrate as N-sources. However, the predictions for the N-sources urea and histidine showed deviations, possibly because these two compounds serve as both C&N-sources.