安格斯牛瘤胃微生物对短链脂肪酸水平和草饲方式的预测。

Jianan Liu, Ying Bai, Fang Liu, Richard A Kohn, Daniel A Tadesse, Saul Sarria, Robert W Li, Jiuzhou Song
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引用次数: 4

摘要

草饲牛肉对健康的益处是有据可查的。然而,以草饲方式饲养的肉牛的瘤胃微生物群特征尚未确定。本研究考察了饲喂方式下瘤胃微生物组的分布情况。结果表明,草饲牛瘤胃微生物组的物种多样性和α多样性(包括多种物种丰富度和均匀度指数)均显著高于粗粮牛。全球网络分析表明,草饲牛瘤胃微生物相互作用网络具有更高的模块化,表明这种喂养方式下的微生物群落更具弹性和稳定性。利用偏差校正算法(ANCOM-BC)对瘤胃微生物组组成进行分析,发现草饲肉牛瘤胃中存在plantomycetes、LD1-PB3、SR1、Lachnospira和Sutterella等多个未分类属的丰度显著增加。在随机森林中,Sutterella也是能够区分两种摄食方式的关键属。由候选分类SR1的未分类属(分子)和拟杆菌目的未分类属(分母)组成的瘤胃微生物预测器准确区分了两种喂养方案。多种微生物特征或平衡与瘤胃中不同水平的SCFA密切相关。例如,以Sutterella与Desulfovibrio的对数丰度比为代表的平衡与瘤胃中乙酸与丙酸的比例密切相关(R2 = 0.87),这可以作为优化乳脂产量和牛生长的有价值的生物标志物。因此,我们的研究结果为不同饲料方案下瘤胃微生物相互作用及其生态生理意义提供了新的见解。这些发现将有助于制定瘤胃操纵策略,以提高草饲牛的饲料转化率和平均日增重。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Rumen Microbial Predictors for Short-Chain Fatty Acid Levels and the Grass-Fed Regimen in Angus Cattle.

Rumen Microbial Predictors for Short-Chain Fatty Acid Levels and the Grass-Fed Regimen in Angus Cattle.

Rumen Microbial Predictors for Short-Chain Fatty Acid Levels and the Grass-Fed Regimen in Angus Cattle.

Rumen Microbial Predictors for Short-Chain Fatty Acid Levels and the Grass-Fed Regimen in Angus Cattle.

The health benefits of grass-fed beef are well documented. However, the rumen microbiome features in beef steers raised in a grass-fed regimen have yet to be identified. This study examined the rumen microbiome profile in the feeding regimes. Our findings show that the rumen microbiome of the grass-fed cattle demonstrated greater species diversity and harbored significantly higher microbial alpha diversity, including multiple species richness and evenness indices, than the grain-fed cattle. Global network analysis unveiled that grass-fed cattle's rumen microbial interaction networks had higher modularity, suggesting a more resilient and stable microbial community under this feeding regimen. Using the analysis of compositions of microbiomes with a bias correction (ANCOM-BC) algorithm, the abundance of multiple unclassified genera, such as those belonging to Planctomycetes, LD1-PB3, SR1, Lachnospira, and Sutterella, were significantly enriched in the rumen of grass-fed steers. Sutterella was also the critical genus able to distinguish the two feeding regimens by Random Forest. A rumen microbial predictor consisting of an unclassified genus in the candidate division SR1 (numerator) and an unclassified genus in the order Bacteroidales (denominator) accurately distinguished the two feeding schemes. Multiple microbial signatures or balances strongly correlated with various levels of SCFA in the rumen. For example, a balance represented by the log abundance ratio of Sutterella to Desulfovibrio was strongly associated with acetate-to-propionate proportions in the rumen (R2 = 0.87), which could be developed as a valuable biomarker for optimizing milk fat yield and cattle growth. Therefore, our findings provided novel insights into microbial interactions in the rumen under different feed schemes and their ecophysiological implications. These findings will help to develop rumen manipulation strategies to improve feed conversion ratios and average daily weight gains for grass- or pasture-fed cattle production.

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