背景(考古学)
生化工程
食品工业
系统生物学
生产(经济)
乳酸菌
计算生物学
计算机科学
生物
生物技术
食品科学
细菌
工程类
遗传学
古生物学
经济
宏观经济学
作者
Sebastián Nelson Mendoza Farías
摘要
In this thesis, we initially evaluated a wide range of reconstruction tools to determine their optimal performance in various cases. By utilizing the appropriate reconstruction tools, we successfully created a high-quality, genome-scale metabolic model for Lactobacillus delbrueckii subsp. bulgaricus, a bacterium commonly employed in yogurt production. Furthermore, we incorporated proteomic data into the model, acquired from two relevant conditions: growth on casein or amino acids. Through the incorporation of enzymatic capacity constraints into the model, we captured the emergence of glucose secretion as a system property, a phenomenon not discernible through the genome-scale model alone. Concluding our study, we introduce two innovative approaches to simulate the dynamics of co-evolved microbial communities. These methodologies are particularly suitable for species that release costly compounds into the surrounding medium due to co-evolution, as observed in the context of yogurt production. With this thesis, we have propelled the domain of systems biology as applied to the food industry, utilizing yogurt production as our focal case study.
科研通智能强力驱动
Strongly Powered by AbleSci AI