O'Callaghan Tom F, Vázquez-Fresno Rosa, Serra-Cayuela Arnau, Dong Edison, Mandal Rupasri, Hennessy Deirdre, McAuliffe Stephen, Dillon Pat, Wishart David S, Stanton Catherine, Ross R Paul
Teagasc Food Research Centre, Moorepark, Fermoy, P61 C996 Cork, Ireland.
APC Microbiome Institute, University College Cork, T12 YT20 Cork, Ireland.
Metabolites. 2018 Apr 6;8(2):27. doi: 10.3390/metabo8020027.
The purpose of this study was to examine the effects of two pasture feeding systems-perennial ryegrass (GRS) and perennial ryegrass and white clover (CLV)-and an indoor total mixed ration (TMR) system on the (a) rumen microbiome; (b) rumen fluid and milk metabolome; and (c) to assess the potential to distinguish milk from different feeding systems by their respective metabolomes. Rumen fluid was collected from nine rumen cannulated cows under the different feeding systems in early, mid and late lactation, and raw milk samples were collected from ten non-cannulated cows in mid-lactation from each of the feeding systems. The microbiota present in rumen liquid and solid portions were analysed using 16S rRNA gene sequencing, while ¹H-NMR untargeted metabolomic analysis was performed on rumen fluid and raw milk samples. The rumen microbiota composition was not found to be significantly altered by any feeding system in this study, likely as a result of a shortened adaptation period (two weeks' exposure time). In contrast, feeding system had a significant effect on both the rumen and milk metabolome. Increased concentrations of volatile fatty acids including acetic acid, an important source of energy for the cow, were detected in the rumen of TMR and CLV-fed cows. Pasture feeding resulted in significantly higher concentrations of isoacids in the rumen. The ruminal fluids of both CLV and GRS-fed cows were found to have increased concentrations of -cresol, a product of microbiome metabolism. CLV feeding resulted in increased rumen concentrations of formate, a substrate compound for methanogenesis. The TMR feeding resulted in significantly higher rumen choline content, which contributes to animal health and milk production, and succinate, a product of carbohydrate metabolism. Milk and rumen-fluids were shown to have varying levels of dimethyl sulfone in each feeding system, which was found to be an important compound for distinguishing between the diets. CLV feeding resulted in increased concentrations of milk urea. Milk from pasture-based feeding systems was shown to have significantly higher concentrations of hippuric acid, a potential biomarker of pasture-derived milk. This study has demonstrated that ¹H-NMR metabolomics coupled with multivariate analysis is capable of distinguishing both rumen-fluid and milk derived from cows on different feeding systems, specifically between indoor TMR and pasture-based diets used in this study.
本研究的目的是考察两种牧场饲养系统——多年生黑麦草(GRS)和多年生黑麦草与白三叶(CLV)——以及一种室内全混合日粮(TMR)系统对以下方面的影响:(a)瘤胃微生物组;(b)瘤胃液和乳代谢组;以及(c)通过各自的代谢组评估区分不同饲养系统所产牛奶的潜力。在泌乳早期、中期和晚期,从9头安装了瘤胃瘘管的奶牛身上采集瘤胃液,这些奶牛处于不同的饲养系统中;同时从每种饲养系统的10头未安装瘘管的泌乳中期奶牛身上采集生鲜乳样本。使用16S rRNA基因测序分析瘤胃液和固体部分中的微生物群,而对瘤胃液和生鲜乳样本进行¹H-NMR非靶向代谢组学分析。在本研究中,未发现任何饲养系统会使瘤胃微生物群组成发生显著改变,这可能是由于适应期缩短(两周的暴露时间)所致。相比之下,饲养系统对瘤胃和乳代谢组均有显著影响。在TMR和CLV饲养的奶牛瘤胃中,检测到包括乙酸(奶牛重要的能量来源)在内的挥发性脂肪酸浓度升高。牧场饲养导致瘤胃中异酸浓度显著更高。发现CLV和GRS饲养的奶牛瘤胃液中微生物组代谢产物对甲酚的浓度均有所增加。CLV饲养导致瘤胃中甲酸(甲烷生成的底物化合物)浓度升高。TMR饲养导致瘤胃胆碱含量显著更高,胆碱有助于动物健康和产奶,同时导致碳水化合物代谢产物琥珀酸含量升高。在每种饲养系统中,牛奶和瘤胃液中的二甲基砜水平各不相同,二甲基砜被发现是区分不同日粮的重要化合物。CLV饲养导致牛奶尿素浓度升高。来自基于牧场的饲养系统的牛奶中马尿酸浓度显著更高,马尿酸是牧场来源牛奶的潜在生物标志物。本研究表明,¹H-NMR代谢组学结合多变量分析能够区分来自不同饲养系统奶牛的瘤胃液和牛奶,特别是本研究中使用的室内TMR日粮和基于牧场的日粮。