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基于液相色谱-串联质谱的代谢组学揭示不同水牛品种的候选生物标志物和代谢变化。

LC-MS/MS Based Metabolomics Reveal Candidate Biomarkers and Metabolic Changes in Different Buffalo Species.

作者信息

Shi Wen, Yuan Xiang, Cui Kuiqing, Li Hui, Fu Penghui, Rehman Saif-Ur, Shi Deshun, Liu Qingyou, Li Zhipeng

机构信息

State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, Guangxi University, Nanning 530005, China.

出版信息

Animals (Basel). 2021 Feb 20;11(2):560. doi: 10.3390/ani11020560.

Abstract

Consumers have shown more and more interest in high-quality and healthy dairy products and buffalo milk is commercially more viable than other milks in producing superior dairy products due to its higher contents of fat, crude protein, and total solids. Metabolomics is one of the most powerful strategies in molecular mechanism research however, little study has been focused on the milk metabolites in different buffalo species. Therefore, the aim of this study was to explore the underlying molecular mechanism of the fatty synthesis and candidate biomarkers by analyzing the metabolomic profiles. Milk of three groups of buffaloes, including 10 Mediterranean, 12 Murrah, and 10 crossbred buffaloes (Murrah × local swamp buffalo), were collected and UPLC-Q-Orbitrap HRMS was used to obtain the metabolomic profiles. Results showed that milk fatty acid in Mediterranean buffalo was significantly higher than Murrah buffalo and crossbred buffalo. A total of 1837/726 metabolites was identified in both positive and negative electrospray ionization (ESI±) mode, including 19 significantly different metabolites between Mediterranean and Murrah buffalo, and 18 different metabolites between Mediterranean and crossbred buffalo. We found 11 of the different metabolites were both significantly different between Mediterranean vs. Murrah group and Mediterranean vs crossbred group, indicating that they can be used as candidate biomarkers of Mediterranean buffalo milk. Further analysis found that the different metabolites were mainly enriched in fat synthesis related pathways such as fatty acid biosynthesis, unsaturated fatty acid biosynthesis, and linoleic acid metabolism, indicating that the priority of different pathways affected the milk fat content in different buffalo species. These specific metabolites may be used as biomarkers in the identification of milk quality and molecular breeding of high milk fat buffalo.

摘要

消费者对高品质和健康的乳制品表现出越来越浓厚的兴趣,由于水牛奶中脂肪、粗蛋白和总固体含量较高,因此在生产优质乳制品方面,水牛奶在商业上比其他牛奶更具可行性。代谢组学是分子机制研究中最强大的策略之一,然而,很少有研究关注不同水牛品种的乳代谢产物。因此,本研究的目的是通过分析代谢组学图谱来探索脂肪合成的潜在分子机制和候选生物标志物。收集了三组水牛的奶,包括10头地中海水牛、12头摩拉水牛和10头杂交水牛(摩拉水牛×当地沼泽水牛),并使用超高效液相色谱-四极杆-轨道阱高分辨质谱仪(UPLC-Q-Orbitrap HRMS)来获得代谢组学图谱。结果表明,地中海水牛的乳脂肪酸显著高于摩拉水牛和杂交水牛。在正、负离子电喷雾电离(ESI±)模式下共鉴定出1837/726种代谢产物,其中地中海水牛和摩拉水牛之间有19种显著不同的代谢产物,地中海水牛和杂交水牛之间有18种不同的代谢产物。我们发现其中11种不同的代谢产物在地中海水牛与摩拉水牛组以及地中海水牛与杂交水牛组之间均存在显著差异,这表明它们可作为地中海水牛奶的候选生物标志物。进一步分析发现,这些不同的代谢产物主要富集在脂肪酸生物合成、不饱和脂肪酸生物合成和亚油酸代谢等与脂肪合成相关的途径中,这表明不同途径的优先级影响了不同水牛品种的乳脂肪含量。这些特定的代谢产物可作为鉴定牛奶品质和高乳脂肪水牛分子育种的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4d56/7924386/b7f2044040ca/animals-11-00560-g001.jpg

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