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整合转录组学和代谢组学揭示嗜热链球菌JM66在牛奶发酵过程中的变化:发酵特性、风味特征及代谢机制。

Integrated transcriptomics and metabolomics reveal changes during Streptococcus thermophilus JM66 fermentation in milk: Fermentation characteristics, flavor profile, and metabolic mechanism.

作者信息

Cheng Shasha, Li Wenyan, Yang Hanying, Hou Baochao, Hung Weilian, He Jian, Liang Chao, Li Baolei, Jiang Yujun, Zhang Yu, Man Chaoxin

机构信息

Key Laboratory of Dairy Science, Ministry of Education, College of Food Science and Engineering, Northeast Agricultural University, Harbin 150030, China.

National Center of Technology Innovation for Dairy, Huhhot 010110, China.

出版信息

Food Res Int. 2025 Feb;203:115770. doi: 10.1016/j.foodres.2025.115770. Epub 2025 Jan 27.

Abstract

Microbial metabolism influences the physicochemical properties and flavor compound formation in fermented milk during fermentation. Streptococcus thermophilus is one of the primary fermentation strains used in fermented milk production. Herein, we investigated the fermentation characteristics, flavor profiles, and associated metabolic mechanisms of Streptococcus thermophilus JM66 in milk matrix through multi-stage dynamic monitoring and multi-omics techniques. A total of 66 volatile metabolites were identified across three fermentation stages of S. thermophilus JM66, with ketones (such as acetoin and nonanone) being the predominant flavor metabolites in the fermented milk. Metabolomic analyses revealed an increase in pyruvic acid, L-lactic acid, 2-hydroxybutyric acid, D-proline, and L-tyrosine, alongside a decrease in D-arginine, L-aspartic acid, and acetoacetyl-CoA, which were enriched in pyruvate metabolism, butanoate metabolism, amino acid metabolism and fatty acid metabolism. Furthermore, integrating transcriptomic results, high expression of LDH, budC and genes related to glycolysis, urea cycle and fatty acid biosynthesis promoted compound metabolism and flavor development. This comprehensive analysis of S. thermophilus JM66 provides a theoretical foundation for its future application as a starter culture or in strain mutagenesis aimed at enhancing fermentation characteristics.

摘要

微生物代谢会影响发酵乳发酵过程中的理化性质和风味化合物的形成。嗜热链球菌是发酵乳生产中使用的主要发酵菌株之一。在此,我们通过多阶段动态监测和多组学技术研究了嗜热链球菌JM66在牛奶基质中的发酵特性、风味特征及相关代谢机制。在嗜热链球菌JM66的三个发酵阶段共鉴定出66种挥发性代谢物,其中酮类(如乙偶姻和壬酮)是发酵乳中的主要风味代谢物。代谢组学分析显示,丙酮酸、L-乳酸、2-羟基丁酸、D-脯氨酸和L-酪氨酸增加,同时D-精氨酸、L-天冬氨酸和乙酰乙酰辅酶A减少,这些物质在丙酮酸代谢、丁酸代谢、氨基酸代谢和脂肪酸代谢中富集。此外,整合转录组结果,LDH、budC以及与糖酵解、尿素循环和脂肪酸生物合成相关的基因的高表达促进了化合物代谢和风味发展。对嗜热链球菌JM66的这种综合分析为其未来作为发酵剂或用于旨在增强发酵特性的菌株诱变提供了理论基础。

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