Wang Dangdang, Tang Guangfu, Zhao Lichao, Wang Mengya, Chen Luyu, Zhao Congcong, Liang Ziqi, Chen Jie, Cao Yangchun, Yao Junhu
College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, Shaanxi, China.
J Anim Sci Biotechnol. 2023 Apr 7;14(1):55. doi: 10.1186/s40104-023-00850-3.
Ruminal microbiota in early life plays critical roles in the life-time health and productivity of ruminant animals. However, understanding of the relationship between gut microbiota and ruminant phenotypes is very limited. Here, the relationship between the rectum microbiota, their primary metabolites, and growth rate of a total of 76 young dairy goats (6-month-old) were analyzed, and then 10 goats with the highest or lowest growth rates respectively were further compared for the differences in the rectum microbiota, metabolites, and animal's immune parameters, to investigate the potential mechanisms by which the rectum microbiota contributes to the health and growth rate.
The analysis of Spearman correlation and microbial co-occurrence network indicated that some keystone rectum microbiota, including unclassified Prevotellaceae, Faecalibacterium and Succinivibrio, were the key modulators to shape the rectum microbiota and closely correlated with the rectum SCFA production and serum IgG, which contribute to the health and growth rate of young goats. In addition, random forest machine learning analysis suggested that six bacterial taxa in feces could be used as potential biomarkers for differentiating high or low growth rate goats, with 98.3% accuracy of prediction. Moreover, the rectum microbiota played more important roles in gut fermentation in early life (6-month-old) than in adulthood stage (19-month-old) of goats.
We concluded that the rectum microbiota was associated with the health and growth rate of young goats, and can be a focus on the design of the early-life gut microbial intervention.
早期生命阶段的瘤胃微生物群对反刍动物的终生健康和生产力起着关键作用。然而,对肠道微生物群与反刍动物表型之间关系的了解非常有限。在此,分析了76只6月龄青年奶山羊的直肠微生物群、其主要代谢产物与生长速率之间的关系,然后分别对10只生长速率最高和最低的山羊在直肠微生物群、代谢产物和动物免疫参数方面的差异进行了进一步比较,以探究直肠微生物群促进健康和生长速率的潜在机制。
Spearman相关性分析和微生物共现网络表明,一些关键的直肠微生物群,包括未分类的普雷沃氏菌科、粪杆菌属和琥珀酸弧菌属,是塑造直肠微生物群的关键调节因子,与直肠短链脂肪酸(SCFA)的产生和血清IgG密切相关,这有助于青年山羊的健康和生长速率。此外,随机森林机器学习分析表明,粪便中的六种细菌分类群可作为区分高生长速率或低生长速率山羊的潜在生物标志物,预测准确率为98.3%。此外,直肠微生物群在山羊早期生命阶段(6月龄)的肠道发酵中比成年阶段(19月龄)发挥着更重要的作用。
我们得出结论,直肠微生物群与青年山羊的健康和生长速率相关,可作为早期生命肠道微生物干预设计的重点。