代谢工程
发酵
赤霉素
生产(经济)
藤仓赤霉素
焊剂(冶金)
生产过剩
基因
代谢网络
生物
生物化学
生物技术
化学
计算生物学
植物
有机化学
宏观经济学
经济
作者
Yawen Li,Jingyi Qian,Jiacong Huang,Dong‐Sheng Guo,Zhi-Kui Nie,Chao Ye,Tian‐Qiong Shi
标识
DOI:10.1021/acs.jafc.3c05309
摘要
Liquid fermentation is the primary method for GA3 production usingFusarium fujikuroi. However, production capacity is limited due to unknown metabolic pathways. To address this, we constructed a genome-scale metabolic model (iCY1235) with 1753 reactions, 1979 metabolites, and 1235 genes to understand the GA3 regulation mechanisms. The model was validated by analyzing growth rates under different glucose uptake rates and identifying essential genes. We used the model to optimize fermentation conditions, including carbon sources and dissolved oxygen. Through the OptForce algorithm, we identified 20 reactions as targets. Overexpressing FFUJ_02053 and FFUJ_14337 resulted in a 37.5 and 75% increase in GA3 titers, respectively. These targets enhance carbon flux toward GA3 production. Our model holds promise for guiding the metabolic engineering of F. fujikuroi to achieve targeted overproduction. In summary, our study utilizes the iCY1235 model to understand GA3 regulation, optimize fermentation conditions, and identify specific targets for enhancing GA3 production through metabolic engineering.
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