Comparison of lipidome profiles in serum from lactating dairy cows supplemented with Acremonium terrestris culture based on UPLC-QTRAP-MS/MS

IF 3.5 3区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Chenmiao Zhang, Yiran Zhao, Shijiao Guo, Feifei Li, Xu Gong, Jiarui Gao, Linshu Jiang, Jinjin Tong
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Abstract

This study evaluated the effects of supplementing the diet of lactating cows with Acremonium terrestris culture (ATC) on milk production, serum antioxidant capacity, inflammatory indices, and serum lipid metabolomics. Over 90 days, 24 multiparous Chinese Holstein cows in mid-lactation (108 ± 10.4 days in milk, 637 ± 25 kg body weight, 30.23 ± 3.7 kg/d milk yield) were divided into either a control diet (CON) or a diet supplemented with 30 g of ATC daily. All the data were analyzed using Student’s t test with SPSS 20.0 software. The results showed that compared with CON feeding, ATC feeding significantly increased milk yield, antioxidant capacity, and immune function. Lipidome screening identified 143 lipid metabolites that differed between the two groups. Further analysis using “random forest” machine learning revealed three glycerophospholipid serum metabolites that could serve as lipid markers with a predictive accuracy of 91.67%. This study suggests that ATC can be a useful dietary supplement for improving lactational performance in dairy cows and provides valuable insights into developing nutritional strategies to maintain metabolic homeostasis in ruminants.
基于 UPLC-QTRAP-MS/MS 的泌乳奶牛血清脂质体谱分析比较
本研究评估了在泌乳奶牛的日粮中添加白藜芦醇培养物(ATC)对产奶量、血清抗氧化能力、炎症指数和血清脂质代谢组学的影响。在 90 天内,将 24 头处于泌乳中期的多胎中国荷斯坦奶牛(108 ± 10.4 天,637 ± 25 千克体重,30.23 ± 3.7 千克/天产奶量)分为对照日粮(CON)或每天添加 30 克 ATC 的日粮。所有数据均采用 SPSS 20.0 软件的学生 t 检验进行分析。结果表明,与对照组相比,ATC能显著提高产奶量、抗氧化能力和免疫功能。脂质体筛选确定了两组之间存在差异的 143 种脂质代谢物。利用 "随机森林 "机器学习进行的进一步分析发现,有三种甘油磷脂血清代谢物可作为脂质标记物,预测准确率高达 91.67%。这项研究表明,ATC 可以作为一种有用的膳食补充剂来提高奶牛的泌乳性能,并为制定维持反刍动物代谢平衡的营养策略提供了有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
BMC Biotechnology
BMC Biotechnology 工程技术-生物工程与应用微生物
CiteScore
6.60
自引率
0.00%
发文量
34
审稿时长
2 months
期刊介绍: BMC Biotechnology is an open access, peer-reviewed journal that considers articles on the manipulation of biological macromolecules or organisms for use in experimental procedures, cellular and tissue engineering or in the pharmaceutical, agricultural biotechnology and allied industries.
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