The Australian Wine Research Institute, PO Box 197, Glen Osmond, Adelaide, SA 5064, Australia.
The Australian Wine Research Institute, PO Box 197, Glen Osmond, Adelaide, SA 5064, Australia.
Metab Eng. 2018 Sep;49:178-191. doi: 10.1016/j.ymben.2018.08.006. Epub 2018 Aug 20.
Metabolic engineering has been vital to the development of industrial microbes such as the yeast Saccharomyces cerevisiae. However, sequential rounds of modification are often needed to achieve particular industrial design targets. Systems biology approaches can aid in identifying genetic targets for modification through providing an integrated view of cellular physiology. Recently, research into the generation of commercial yeasts that can produce reduced-ethanol wines has resulted in metabolically-engineered strains of S. cerevisiae that are less efficient at producing ethanol from sugar. However, these modifications led to the concomitant production of off-flavour by-products. A combination of transcriptomics, proteomics and metabolomics was therefore used to investigate the physiological changes occurring in an engineered low-ethanol yeast strain during alcoholic fermentation. Integration of 'omics data identified several metabolic reactions, including those related to the pyruvate node and redox homeostasis, as being significantly affected by the low-ethanol engineering methodology, and highlighted acetaldehyde and 2,4,5-trimethyl-1,3-dioxolane as the main off-flavour compounds. Gene remediation strategies were then successfully applied to decrease the formation of these by-products, while maintaining the 'low-alcohol' phenotype. The data generated from this comprehensive systems-based study will inform wine yeast strain development programmes, which, in turn, could potentially play an important role in assisting winemakers in their endeavour to produce low-alcohol wines with desirable flavour profiles.
代谢工程对于工业微生物(如酵母酿酒酵母)的发展至关重要。然而,通常需要进行多轮修饰才能实现特定的工业设计目标。系统生物学方法可以通过提供细胞生理学的综合视图来帮助确定修饰的遗传靶标。最近,针对能够生产低乙醇葡萄酒的商业酵母的研究导致了酿酒酵母的代谢工程菌株,这些菌株从糖中生产乙醇的效率降低。然而,这些修饰导致了同时产生异味副产物。因此,使用转录组学、蛋白质组学和代谢组学的组合来研究在酒精发酵过程中工程化低乙醇酵母菌株中发生的生理变化。“组学”数据的整合确定了几种代谢反应,包括与丙酮酸节点和氧化还原平衡有关的反应,这些反应受到低乙醇工程方法的显著影响,并强调乙醛和 2,4,5-三甲基-1,3-二恶烷烷作为主要异味化合物。然后成功应用基因修复策略来减少这些副产物的形成,同时保持“低酒精”表型。这项基于系统的综合研究产生的数据将为葡萄酒酵母菌株开发计划提供信息,这反过来又可能在协助酿酒师生产具有理想风味特征的低酒精葡萄酒方面发挥重要作用。