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冷藏生牛乳质量变化过程中微生物与乳代谢物的关系:一项宏基因组学和代谢组学的探索。

Relationship between microorganisms and milk metabolites during quality changes in refrigerated raw milk: A metagenomic and metabolomic exploration.

机构信息

School of Food Science & Engineering, Ningxia University, Yinchuan 750021, China.

School of Food Science & Engineering, Ningxia University, Yinchuan 750021, China.

出版信息

Int J Food Microbiol. 2024 Dec 2;425:110891. doi: 10.1016/j.ijfoodmicro.2024.110891. Epub 2024 Aug 28.

Abstract

Although cold storage at 4 °C can effectively prolong the shelf life of raw milk, it cannot prevent its eventual spoilage. In this study, we analyzed the main physicochemical and microbial indexes of raw milk stored at 4 °C for 6 days. The changes in microbial profiles and milk metabolites and their relationship during refrigeration were also explored. Metagenomic analysis performed using the Illumina Hiseq Xten sequencing platform revealed that the dominant genera in raw milk evolved from Acinetobacter, Streptococcus, Staphylococcus, and Anaplasma to Flavobacterium, Pseudomonas, and Lactococcus during cold storage. Using the UHPLC-Q-TOF MS method, 77 significantly different metabolites (p < 0.05) were identified, among which lipids were the most abundant (37). The most significant metabolic changes largely occurred at 3-4 days of refrigeration, coinciding with the rapid increase in dominant psychrotrophic bacteria. Subsequently, correlation analysis demonstrated that these lipid-related metabolites were significantly associated with Acinetobacter, Flavobacterium, and Pseudomonas. Both macro indicators and microanalysis indicated that the key stage of quality changes in raw milk was 3-4 days. Thus, this stage can be targeted for the quality control of raw milk.

摘要

虽然在 4°C 下冷藏可以有效地延长生奶的保质期,但它并不能防止其最终变质。在这项研究中,我们分析了在 4°C 下储存 6 天的生奶的主要理化和微生物指标。还探讨了冷藏过程中微生物谱和牛奶代谢物的变化及其关系。使用 Illumina Hiseq Xten 测序平台进行的宏基因组分析表明,在冷藏过程中生奶中的优势属从不动杆菌、链球菌、葡萄球菌和无形体进化为黄杆菌、假单胞菌和乳球菌。使用 UHPLC-Q-TOF MS 方法,鉴定出 77 种差异显著的代谢物(p<0.05),其中脂质含量最丰富(37 种)。最显著的代谢变化主要发生在冷藏的 3-4 天,与优势嗜冷菌的快速增加相吻合。随后的相关性分析表明,这些与脂质相关的代谢物与不动杆菌、黄杆菌和假单胞菌显著相关。宏观指标和微观分析都表明,生奶质量变化的关键阶段是 3-4 天。因此,可以针对生奶的质量控制来确定这一阶段。

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