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使用基元模式分析定量研究高渗条件下酿酒酵母的代谢。

Quantification of metabolism in Saccharomyces cerevisiae under hyperosmotic conditions using elementary mode analysis.

机构信息

Department of Chemical Engineering, Indian Institute of Technology, Bombay, Powai, Mumbai 400076, India.

出版信息

J Ind Microbiol Biotechnol. 2012 Jun;39(6):927-41. doi: 10.1007/s10295-012-1090-4. Epub 2012 Feb 22.

Abstract

Yeast metabolism under hyperosmotic stress conditions was quantified using elementary mode analysis to obtain insights into the metabolic status of the cell. The fluxes of elementary modes were determined as solutions to a linear program that used the stoichiometry of the elementary modes as constraints. The analysis demonstrated that distinctly different sets of elementary modes operate under normal and hyperosmotic conditions. During the adaptation phase, elementary modes that only produce glycerol are active, while elementary modes that yield biomass, ethanol, and glycerol become active after the adaptive phase. The flux distribution in the metabolic network, calculated using the fluxes in the elementary modes, was employed to obtain the flux ratio at key nodes. At the glucose 6-phosphate (G6P) node, 25% of the carbon influx was diverted towards the pentose phosphate pathway under normal growth conditions, while only 0.3% of the carbon flux was diverted towards the pentose phosphate pathway during growth at 1 M NaCl, indicating that cell growth is arrested under hyperosmotic conditions. Further, objective functions were used in the linear program to obtain optimal solution spaces corresponding to the different accumulation rates. The analysis demonstrated that while biomass formation was optimal under normal growth conditions, glycerol synthesis was closer to optimal during adaptation to osmotic shock.

摘要

采用基元模式分析量化了高渗透压应激条件下的酵母代谢,以深入了解细胞的代谢状态。基元模式的通量是通过使用基元模式的化学计量作为约束的线性规划来确定的。分析表明,在正常和高渗透压条件下,基元模式的集合明显不同。在适应阶段,仅产生甘油的基元模式是活跃的,而在适应阶段之后,产生生物量、乙醇和甘油的基元模式变得活跃。使用基元模式中的通量计算代谢网络中的通量分布,以获得关键节点的通量比。在葡萄糖 6-磷酸(G6P)节点,在正常生长条件下,25%的碳流入被分流到戊糖磷酸途径,而在 1 M NaCl 生长时,只有 0.3%的碳通量被分流到戊糖磷酸途径,表明细胞在高渗透压条件下生长停滞。此外,在线性规划中使用目标函数获得了对应于不同积累率的最优解空间。分析表明,在正常生长条件下,生物量形成是最优的,而在适应渗透压冲击时,甘油合成更接近最优。

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