Carlson Ross, Fell David, Srienc Friedrich
Department of Chemical Engineering and Materials Science, and BioTechnology Institute, University of Minnesota, 240 Gortner Laboratory, 1479 Gortner Avenue, St. Paul, Minnesota 55108, USA.
Biotechnol Bioeng. 2002 Jul 20;79(2):121-34. doi: 10.1002/bit.10305.
Elementary mode analysis has been used to study a metabolic pathway model of a recombinant Saccharomyces cerevisiae system that was genetically engineered to produce the bacterial storage compound poly-beta-hydroxybutyrate (PHB). The model includes biochemical reactions from the intermediary metabolism and takes into account cellular compartmentalization as well as the reversibility/irreversibility of the reactions. The reaction network connects the production and/or consumption of eight external metabolites including glucose, acetate, glycerol, ethanol, PHB, CO(2), succinate, and adenosine triphosphate (ATP). Elementary mode analysis of the wild-type S. cerevisiae system reveals 241 unique reaction combinations that balance the eight external metabolites. When the recombinant PHB pathway is included, and when the reaction model is altered to simulate the experimental conditions when PHB accumulates, the analysis reveals 20 unique elementary modes. Of these 20 modes, 7 produce PHB with the optimal mode having a theoretical PHB carbon yield of 0.67. Elementary mode analysis was also used to analyze the possible effects of biochemical network modifications and altered culturing conditions. When the natively absent ATP citrate-lyase activity is added to the recombinant reaction network, the number of unique modes increases from 20 to 496, with 314 of these modes producing PHB. With this topological modification, the maximum theoretical PHB carbon yield increases from 0.67 to 0.83. Adding a transhydrogenase reaction to the model also improves the theoretical conversion of substrate into PHB. The recombinant system with the transhydrogenase reaction but without the ATP citrate-lyase reaction has an increase in PHB carbon yield from 0.67 to 0.71. When the model includes both the ATP citrate-lyase reaction and the transhydrogenase reaction, the maximum theoretical carbon yield increases to 0.84. The reaction model was also used to explore the possibility of producing PHB under anaerobic conditions. In the absence of oxygen, the recombinant reaction network possesses two elementary modes capable of producing PHB. Interestingly, both modes also produce ethanol. Elementary mode analysis provides a means of deconstructing complex metabolic networks into their basic functional units. This information can be used for analyzing existing pathways and for the rational design of further modifications that could improve the system's conversion of substrate into product.
初级模式分析已被用于研究重组酿酒酵母系统的代谢途径模型,该系统经过基因工程改造以生产细菌储存化合物聚-β-羟基丁酸酯(PHB)。该模型包括中间代谢的生化反应,并考虑了细胞区室化以及反应的可逆性/不可逆性。反应网络连接了八种外部代谢物的产生和/或消耗,包括葡萄糖、乙酸盐、甘油、乙醇、PHB、二氧化碳、琥珀酸盐和三磷酸腺苷(ATP)。野生型酿酒酵母系统的初级模式分析揭示了241种平衡八种外部代谢物的独特反应组合。当包含重组PHB途径,并且当反应模型被改变以模拟PHB积累时的实验条件时,分析揭示了20种独特的初级模式。在这20种模式中,7种产生PHB,最优模式的理论PHB碳产率为0.67。初级模式分析还用于分析生化网络修饰和改变培养条件的可能影响。当将天然不存在的ATP柠檬酸裂解酶活性添加到重组反应网络中时,独特模式的数量从20增加到496,其中314种模式产生PHB。通过这种拓扑修饰,最大理论PHB碳产率从0.67增加到0.83。向模型中添加转氢酶反应也提高了底物向PHB转化的理论转化率。具有转氢酶反应但没有ATP柠檬酸裂解酶反应的重组系统的PHB碳产率从0.67增加到0.71。当模型同时包括ATP柠檬酸裂解酶反应和转氢酶反应时,最大理论碳产率增加到0.84。反应模型还用于探索在厌氧条件下生产PHB的可能性。在无氧条件下,重组反应网络具有两种能够产生PHB的初级模式。有趣的是,这两种模式也产生乙醇。初级模式分析提供了一种将复杂代谢网络解构为其基本功能单元的方法。这些信息可用于分析现有途径以及合理设计进一步的修饰,以改善系统将底物转化为产物的能力。