Cox Madison S, Deblois Courtney L, Suen Garret
Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, United States.
Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, WI, United States.
Front Microbiol. 2021 Jun 1;12:665776. doi: 10.3389/fmicb.2021.665776. eCollection 2021.
A major goal for the dairy industry is to improve overall milk production efficiency (MPE). With the advent of next-generation sequencing and advanced methods for characterizing microbial communities, efforts are underway to improve MPE by manipulating the rumen microbiome. Our previous work demonstrated that a near-total exchange of whole rumen contents between pairs of lactating Holstein dairy cows of disparate MPE resulted in a reversal of MPE status for ∼10 days: historically high-efficiency cows decreased in MPE, and historically low-efficiency cows increased in MPE. Importantly, this switch in MPE status was concomitant with a reversal in the ruminal bacterial microbiota, with the newly exchanged bacterial communities reverting to their pre-exchange state. However, this work did not include an in-depth analysis of the microbial community response or an interrogation of specific taxa correlating to production metrics. Here, we sought to better understand the response of rumen communities to this exchange protocol, including consideration of the rumen fungi. Rumen samples were collected from 8 days prior to, and 56 days following the exchange and were subjected to 16S rRNA and ITS amplicon sequencing to assess bacterial and fungal community composition, respectively. Our results show that the ruminal fungal community did not differ significantly between hosts of disparate efficiency prior to the exchange, and no change in community structure was observed over the time course. Correlation of microbial taxa to production metrics identified one fungal operational taxonomic unit (OTU) in the genus that correlated positively to MPE, and several bacterial OTUs classified to the genus . Within the , was found to be more abundant in high-efficiency cows whereas was more abundant in low-efficiency cows. Overall, our results suggest that the rumen bacterial community is a primary microbial driver of host efficiency, that the ruminal fungi may not have as significant a role in MPE as previously thought, and that more work is needed to better understand the functional roles of specific ruminal microbial community members in modulating MPE.
乳制品行业的一个主要目标是提高整体牛奶生产效率(MPE)。随着下一代测序技术的出现以及表征微生物群落的先进方法的发展,人们正在努力通过操纵瘤胃微生物群来提高MPE。我们之前的研究表明,在MPE不同的泌乳期荷斯坦奶牛对之间进行全瘤胃内容物的近乎完全交换,会导致MPE状态逆转约10天:历史上高效的奶牛MPE降低,而历史上低效的奶牛MPE增加。重要的是,MPE状态的这种转变与瘤胃细菌微生物群的逆转同时发生,新交换的细菌群落恢复到交换前的状态。然而,这项工作没有包括对微生物群落反应的深入分析,也没有对与生产指标相关的特定分类群进行研究。在这里,我们试图更好地了解瘤胃群落对这种交换方案的反应,包括对瘤胃真菌的考虑。在交换前8天和交换后56天收集瘤胃样本,并分别进行16S rRNA和ITS扩增子测序,以评估细菌和真菌群落组成。我们的结果表明,在交换前,不同效率的宿主之间瘤胃真菌群落没有显著差异,并且在整个时间过程中未观察到群落结构的变化。微生物分类群与生产指标的相关性分析确定了一个属于该属的真菌操作分类单元(OTU)与MPE呈正相关,以及几个分类到该属的细菌OTU。在该属中,发现[具体物种1]在高效奶牛中更为丰富,而[具体物种2]在低效奶牛中更为丰富。总体而言,我们的结果表明,瘤胃细菌群落是宿主效率的主要微生物驱动因素,瘤胃真菌在MPE中的作用可能不像以前认为的那么重要,并且需要更多的工作来更好地了解特定瘤胃微生物群落成员在调节MPE中的功能作用。