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宏基因组分析揭示了乳蛋白百分率高低不同的奶牛瘤胃微生物区系的差异。

Metagenomics analysis reveals differences in rumen microbiota in cows with low and high milk protein percentage.

机构信息

Centre for Ruminant Nutrition and Feed Engineering Research, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China.

Laboratory for Gastrointestinal Microbiology, Jiangsu Key Laboratory of Gastrointestinal Nutrition and Animal Health, National Centre for International Research On Animal Gut Nutrition, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China.

出版信息

Appl Microbiol Biotechnol. 2023 Aug;107(15):4887-4902. doi: 10.1007/s00253-023-12620-2. Epub 2023 Jun 12.

Abstract

Variation exists in milk protein concentration of dairy cows of the same breed that are fed and managed in the same environment, and little information was available on this variation which might be attributed to differences in rumen microbial composition as well as their fermentation metabolites. This study is aimed at investigating the difference in the composition and functions of rumen microbiota as well as fermentation metabolites in Holstein cows with high and low milk protein concentrations. In this study, 20 lactating Holstein cows on the same diet were divided into two groups (10 cows each), high degree of milk protein group (HD), and low degree of milk protein (LD) concentrations based on previous milk composition history. Rumen content samples were obtained to explore the rumen fermentation parameters and rumen microbial composition. Shotgun metagenomics sequencing was employed to investigate the rumen microbial composition and sequences were assembled via the metagenomics binning technique. Metagenomics revealed that 6 Archaea genera, 5 Bacteria genera, 7 Eukaryota genera, and 7 virus genera differed significantly between the HD and LD group. The analysis of metagenome-assembled genomes (MAGs) showed that 2 genera (g__Eubacterium_H and g__Dialister) were significantly enriched (P < 0.05, linear discriminant analysis (LDA) > 2) in the HD group. However, the LD group recorded an increased abundance (P < 0.05, LDA > 2) of 8 genera (g__CAG-603, g__UBA2922, g__Ga6A1, g__RUG13091, g__Bradyrhizobium, g__Sediminibacterium, g__UBA6382, and g__Succinivibrio) when compared to the HD group. Furthermore, investigation of the KEGG genes revealed an upregulation in a higher number of genes associated with nitrogen metabolism and lysine biosynthesis pathways in the HD group as compared to the LD group. Therefore, the high milk protein concentration in the HD group could be explained by an increased ammonia synthesis by ruminal microbes which were converted to microbial amino acids and microbial protein (MCP) in presence of an increased energy source made possible by higher activities of carbohydrate-active enzymes (CAZymes). This MCP gets absorbed in the small intestine as amino acids and might be utilized for the synthesis of milk protein. KEY POINTS: • Rumen microbiota and their functions differed between cows with high milk protein % and those with low milk protein %. • The rumen microbiome of cows with high milk protein recorded a higher number of enriched genes linked to the nitrogen metabolism pathway and lysine biosynthesis pathway. • The activities of carbohydrate-active enzymes were found to be higher in the rumen of cows with high milk protein %.

摘要

荷斯坦奶牛的乳蛋白浓度存在差异,即使它们处于相同的饲养和管理环境中。关于这种差异,我们知之甚少,可能是由于瘤胃微生物组成以及它们的发酵代谢物的不同。本研究旨在调查高乳蛋白浓度和低乳蛋白浓度荷斯坦奶牛的瘤胃微生物组成和发酵代谢物的差异。

在这项研究中,根据先前的牛奶成分历史,将 20 头处于泌乳期的荷斯坦奶牛分为两组(每组 10 头):高乳蛋白浓度(HD)组和低乳蛋白浓度(LD)组。采集瘤胃液样本以探讨瘤胃发酵参数和瘤胃微生物组成。采用 shotgun 宏基因组测序技术研究瘤胃微生物组成,并通过宏基因组 binning 技术对序列进行组装。宏基因组分析表明,HD 和 LD 组之间有 6 个古菌属、5 个细菌属、7 个真核生物属和 7 个病毒属存在显著差异。宏基因组组装基因组(MAGs)分析表明,2 个属(g__Eubacterium_H 和 g__Dialister)在 HD 组中显著富集(P<0.05,线性判别分析(LDA)>2)。然而,与 HD 组相比,LD 组记录到 8 个属(g__CAG-603、g__UBA2922、g__Ga6A1、g__RUG13091、g__Bradyrhizobium、g__Sediminibacterium、g__UBA6382 和 g__Succinivibrio)的丰度增加(P<0.05,LDA>2)。此外,对 KEGG 基因的研究表明,与 LD 组相比,HD 组中与氮代谢和赖氨酸生物合成途径相关的基因上调数量更多。

因此,HD 组中高乳蛋白浓度的原因可能是瘤胃微生物通过氨合成增加,而在碳水化合物活性酶(CAZymes)活性增加提供更多能量的情况下,氨被转化为微生物氨基酸和微生物蛋白(MCP)。这种 MCP 作为氨基酸被小肠吸收,并可能用于合成乳蛋白。

关键点

  1. 高乳蛋白%和低乳蛋白%奶牛的瘤胃微生物及其功能存在差异。

  2. 高乳蛋白奶牛的瘤胃微生物组记录到更多与氮代谢途径和赖氨酸生物合成途径相关的富集基因。

  3. 发现高乳蛋白奶牛的瘤胃中碳水化合物活性酶的活性更高。

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