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瘤胃和后肠细菌是泌乳中期荷斯坦奶牛乳腺炎的潜在指标。

Rumen and Hindgut Bacteria Are Potential Indicators for Mastitis of Mid-Lactating Holstein Dairy Cows.

作者信息

Zhong Yifan, Xue Ming-Yuan, Sun Hui-Zeng, Valencak Teresa G, Guan Le Luo, Liu Jianxin

机构信息

Institute of Diary Science, College of Animal Sciences, Zhejiang University, Hangzhou 310058, China.

Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, AB T6G 2P5, Canada.

出版信息

Microorganisms. 2020 Dec 20;8(12):2042. doi: 10.3390/microorganisms8122042.

Abstract

Mastitis is one of the major problems for the productivity of dairy cows and its classifications have usually been based on milk somatic cell counts (SCCs). In this study, we investigated the differences in milk production, rumen fermentation parameters, and diversity and composition of rumen and hindgut bacteria in cows with similar SCCs with the aim to identify whether they can be potential microbial biomarkers to improve the diagnostics of mastitis. A total of 20 dairy cows with SCCs over 500 × 10 cells/mL in milk but without clinical symptoms of mastitis were selected in this study. Random forest modeling revealed that UCG 004 and the [] group in the rumen, as well as the Family XIII AD3011 group and in the hindgut, were the most influential candidates as key bacterial markers for differentiating "true" mastitis from cows with high SCCs. Mastitis statuses of 334 dairy cows were evaluated, and 96 in 101 cows with high SCCs were defined as healthy rather than mastitis according to the rumen bacteria. Our findings suggested that bacteria in the rumen and hindgut can be a new approach and provide an opportunity to reduce common errors in the detection of mastitis.

摘要

乳腺炎是奶牛生产性能的主要问题之一,其分类通常基于牛奶体细胞计数(SCC)。在本研究中,我们调查了体细胞计数相似的奶牛在产奶量、瘤胃发酵参数以及瘤胃和后肠细菌的多样性和组成方面的差异,目的是确定它们是否可以作为潜在的微生物生物标志物来改善乳腺炎的诊断。本研究共选取了20头牛奶体细胞计数超过500×10⁵个细胞/毫升但无乳腺炎临床症状的奶牛。随机森林模型显示,瘤胃中的UCG 004和[]组,以及后肠中的XIII AD3011科组和 是区分“真正”乳腺炎与高体细胞计数奶牛的最具影响力的关键细菌标志物候选者。评估了334头奶牛的乳腺炎状况,根据瘤胃细菌,101头高体细胞计数奶牛中有96头被定义为健康而非患有乳腺炎。我们的研究结果表明,瘤胃和后肠中的细菌可以成为一种新方法,并为减少乳腺炎检测中的常见错误提供机会。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a18a/7767203/c6bfeae3f5f5/microorganisms-08-02042-g001.jpg

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