Program in Bioinformatics and Systems Biology, King Mongkut's University of Technology Thonburi, 126 Pracha Uthit Road, Bang Mod, Thung Khru, Bangkok 10140, Thailand.
J Biotechnol. 2012 Dec 31;162(2-3):327-35. doi: 10.1016/j.jbiotec.2012.08.019. Epub 2012 Sep 23.
In this study, a systematic strategy is presented, which identifies auxotrophic starters for the popular Thai fermented sausage product, called Nham, using a genome-scale metabolic model. A published genome-scale model of Lactobacillus plantarum WCFS1 is adopted for studying the L. plantarum BCC9546 characteristics cultured on Simulated Nham Broth. Single gene deletion analysis is performed to determine the genes essential for cell growth. Strains lacking such essential genes are considered potential auxotrophic mutants. Then, metabolite supplement analysis is introduced to determine a list of metabolites supplements for each mutant required to restore its growth. Herein, 9 potential auxotrophs are proposed for use in Nham fermentation, along with their metabolite supplements. Simulation studies showed that the secreted fluxes of organic acids, as well as amino-derived flavor compounds of these auxotrophs, are similar to those of the wild-type, indicating that Nham fermented by these auxotrophs would have similar tastes and flavors as Nham fermented by the wild-type. These proposed auxotrophs and corresponding nutritional supplements will be useful for the design of auxotroph starter culture utilized for Nham production in the laboratory. The systematic strategy presented here will facilitate the analysis and development of auxotroph starters used in the food industry.
在这项研究中,我们提出了一种系统策略,该策略使用基因组规模代谢模型来鉴定泰国流行发酵香肠产品 Nham 的营养缺陷型启动子。采用已发表的植物乳杆菌 WCFS1 基因组规模模型来研究在模拟 Nham 肉汤中培养的植物乳杆菌 BCC9546 特性。通过单基因缺失分析确定细胞生长所必需的基因。缺乏这些必需基因的菌株被认为是潜在的营养缺陷型突变体。然后,引入代谢物补充分析来确定每个突变体所需的代谢物补充列表,以恢复其生长。在此,提出了 9 种可能的营养缺陷型用于 Nham 发酵,并列出了它们所需的代谢物补充物。模拟研究表明,这些营养缺陷型的有机酸分泌通量以及由氨基酸衍生的风味化合物与野生型相似,这表明由这些营养缺陷型发酵的 Nham 与由野生型发酵的 Nham 具有相似的口感和风味。这些提出的营养缺陷型及其相应的营养补充剂将有助于设计用于实验室 Nham 生产的营养缺陷型启动子培养物。本文提出的系统策略将有助于分析和开发用于食品工业的营养缺陷型启动子。