Postmus Jarne, Canelas André B, Bouwman Jildau, Bakker Barbara M, van Gulik Walter, de Mattos M Joost Teixeira, Brul Stanley, Smits Gertien J
Department of Molecular Biology and Microbial Food Safety, University of Amsterdam, Nieuwe Achtergracht 166, Amsterdam.
J Biol Chem. 2008 Aug 29;283(35):23524-32. doi: 10.1074/jbc.M802908200. Epub 2008 Jun 18.
A major challenge in systems biology lies in the integration of processes occurring at different levels, such as transcription, translation, and metabolism, to understand the functioning of a living cell in its environment. We studied the high temperature-induced glycolytic flux increase in Saccharomyces cerevisiae and investigated the regulatory mechanisms underlying this increase. We used glucose-limited chemostat cultures to separate regulatory effects of temperature from effects on growth rate. Growth at increased temperature (38 degrees C versus 30 degrees C) resulted in a strongly increased glycolytic flux, accompanied by a switch from respiration to a partially fermentative metabolism. We observed an increased flux through all enzymes, ranging from 5- to 10-fold. We quantified the contributions of direct temperature effects on enzyme activities, the gene expression cascade and shifts in the metabolic network, to the increased flux through each enzyme. To do this we adapted flux regulation analysis. We show that the direct effect of temperature on enzyme kinetics can be included as a separate term. Together with hierarchical regulation and metabolic regulation, this term explains the total flux change between two steady states. Surprisingly, the effect of the cultivation temperature on enzyme catalytic capacity, both directly through the Arrhenius effect and indirectly through adapted gene expression, is only a moderate contribution to the increased glycolytic flux for most enzymes. The changes in flux are therefore largely caused by changes in the interaction of the enzymes with substrates, products, and effectors.
系统生物学中的一个主要挑战在于整合发生在不同层面的过程,如转录、翻译和代谢,以了解活细胞在其环境中的功能。我们研究了酿酒酵母中高温诱导的糖酵解通量增加,并探究了这种增加背后的调控机制。我们使用葡萄糖限制的恒化器培养来区分温度的调控作用和对生长速率的影响。在升高的温度(38摄氏度与30摄氏度相比)下生长导致糖酵解通量大幅增加,同时伴随着从呼吸代谢向部分发酵代谢的转变。我们观察到所有酶的通量都增加了,范围在5到10倍之间。我们量化了温度对酶活性的直接影响、基因表达级联反应以及代谢网络变化对每种酶通量增加的贡献。为此,我们采用了通量调控分析方法。我们表明,温度对酶动力学的直接影响可以作为一个单独的项包含在内。连同层级调控和代谢调控,该项解释了两个稳态之间的总通量变化。令人惊讶的是,培养温度对酶催化能力的影响,无论是直接通过阿伦尼乌斯效应还是间接通过适应性基因表达,对于大多数酶而言,对糖酵解通量增加的贡献仅为中等程度。因此,通量的变化很大程度上是由酶与底物、产物和效应物相互作用的变化所引起的。