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中国精品科技期刊2020
付志昂,武运,巴哈提古丽·马那提拜,等. 新疆北部地区马乳中菌群结构与游离氨基酸及脂肪酸的相关性分析J. 食品工业科技,2026,47(4):248−259. doi: 10.13386/j.issn1002-0306.2025020191.
引用本文: 付志昂,武运,巴哈提古丽·马那提拜,等. 新疆北部地区马乳中菌群结构与游离氨基酸及脂肪酸的相关性分析J. 食品工业科技,2026,47(4):248−259. doi: 10.13386/j.issn1002-0306.2025020191.
FU Zhiang, WU Yun, BAKHETGUL·Manatbay , et al. Correlation Analysis among Microbial Structure, Free Amino Acids and Fatty Acids in Mare's Milk from Northern XinjiangJ. Science and Technology of Food Industry, 2026, 47(4): 248−259. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2025020191.
Citation: FU Zhiang, WU Yun, BAKHETGUL·Manatbay , et al. Correlation Analysis among Microbial Structure, Free Amino Acids and Fatty Acids in Mare's Milk from Northern XinjiangJ. Science and Technology of Food Industry, 2026, 47(4): 248−259. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2025020191.

新疆北部地区马乳中菌群结构与游离氨基酸及脂肪酸的相关性分析

Correlation Analysis among Microbial Structure, Free Amino Acids and Fatty Acids in Mare's Milk from Northern Xinjiang

  • 摘要: 为研究新疆北部地区马乳中微生物多样性及其与游离氨基酸和脂肪酸的相关性,本实验利用宏基因组学技术结合超高效液相质谱(Ultra Performance Liquid Chromatography-Mass Spectrometry,UPLC-MS)和气相色谱(gas chromatography,GC)分别解析不同地区马乳的微生物多样性、游离氨基酸和脂肪酸组成,通过正交偏最小二乘判别分析(Partial least squares Discriminant Analysis,OPLS-DA)和Pearson分析样本间差异及优势微生物与营养物质相关性。结果显示:三个地区马乳的菌群结构在属水平上存在明显差异,优势菌属为乳杆菌属(Lactobacillus),优势菌种为瑞士乳杆菌(Lactobacillus helveticus)、单孢哈萨克斯坦酵母(Kazachstania unispora)和马克思克鲁维酵母(Kluyveromyces marxianus)。共测定出35种游离氨基酸和27种脂肪酸,三个地区马乳样本在游离氨基酸和脂肪酸含量上存在显著差异(P<0.05),甘氨酸、丙氨酸、精氨酸、脯氨酸、缬氨酸、牛磺酸、棕榈酸、油酸、亚油酸、花生烯酸和肉豆蔻酸推测是三个地区马乳特征物质。巴氏醋杆菌(Acetobacter pasteurianus)、瑞士乳杆菌和开菲尔基质乳杆菌与亮氨酸、赖氨酸、γ-氨基丁酸等22种游离氨基酸呈显著正相关(P<0.05),布鲁塞尔酒香酵母(Brettanomyces bruxellensis)与丙氨酸、精氨酸、γ-氨基丁酸等10种游离氨基酸呈显著正相关(P<0.05),乳杆菌属与酵母菌属对多不饱和脂肪酸的形成具有贡献作用。植物乳杆菌(Lactiplantibacillus plantarum)是与真菌呈正相关最多的细菌,布鲁塞尔酒香酵母是与细菌呈正相关最多的真菌。研究结果可为更好地为调控马乳的品质提供理论基础。

     

    Abstract: The investigation of microbial diversity and its correlation with free amino acids (FAAs) and fatty acids (FAs) in mare's milk from Northern Xinjiang plays an important role in food industry. In this work, the advanced methods including metagenomic sequencing, ultra-performance liquid chromatography-mass spectrometry (UPLC-MS), and gas chromatography (GC) were employed to profile microbial communities, FAAs, and FAs across regions, respectively. Subsequently, the regional differences, as well as interactions between dominant microbiota and nutrients were further evaluated using orthogonal partial least squares-discriminant analysis (OPLS-DA) combined with Pearson correlation. Results revealed that distinct microbiota structures could be found at the genus level among the three regions, with dominant genus of Lactobacillus and predominant species of Lactobacillus helveticus, Kazachstania unispora, and Kluyveromyces marxianus were identified. In particular, a total of 35 FAAs and 27 FAs were quantified in mare's milk within three regions, with significant regional differences (P<0.05). Among above FAAs, glycine, alanine, arginine, proline, valine, taurine, palmitic acid, oleic acid, linoleic acid, arachidonic acid, and myristic acid were proposed as region-specific markers. Additionally, the significant positive correlations (P<0.05) between three microorganisms (Acetobacter pasteurianus, Lactobacillus helveticus, and Lacticaseibacillus kefiri) and 22 FAAs (leucine, lysine, γ-aminobutyric acid, etc). The similar positive correlations (P<0.05) also could be observed between Brettanomyces bruxellensis and 10 FAAs (alanine, arginine, etc). The above positive correlations among Lactobacillus, yeast genera and FAAs indicated the great contributions of Lactobacillus and yeast genera in formation of polyunsaturated fatty acid. Notably, Lactiplantibacillus plantarum and Brettanomyces bruxellensis demonstrated the strongest positive associations with fungi and bacteria species, respectively. These findings provide a theoretical basis for optimizing mare's milk quality through microbiota regulation.

     

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