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宏基因组学和代谢组学揭示荷斯坦奶牛产奶量差异背后的机制

Metagenomic and Metabolomic Insights Into the Mechanism Underlying the Disparity in Milk Yield of Holstein Cows.

作者信息

Amin Abdulmumini B, Zhang Lei, Zhang JiYou, Mao Shengyong

机构信息

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

出版信息

Front Microbiol. 2022 May 20;13:844968. doi: 10.3389/fmicb.2022.844968. eCollection 2022.

Abstract

This study was conducted to investigate the metabolic mechanism underlying the disparity in the milk yield of Holstein cows. Eighteen lactating Holstein cows in their second parity and 56 (±14.81 SD) days in milking (DIM) were selected from 94 cows. Based on the milk yield of the cows, they were divided into two groups of nine cows each, the high milk yield group (HP) (44.57 ± 2.11 kg/day) and the low milk yield group (LP) (26.71 ± 0.70 kg/day). The experimental cows were fed the same diet and kept under the same management system for more than 60 days. Rumen metagenomics revealed that two genera, one genus, eight genera, and two genera differ between the HP and LP groups. The analysis of metabolites in the rumen fluid, milk, and serum showed that several metabolites differed between the HP and LP groups. Correlation analysis between the predominant microbiota and milk yield-associated metabolites (MP-metabolites) revealed that four and two genera have a positive relationship with MP-metabolites. Pathway enrichment analysis of the differential metabolites revealed that five pathways were enriched in all the samples (two pathways in the milk, two pathways in the serum, and one pathway in the rumen fluid). Further investigation revealed that the low milk yield observed in the LP group might be due to an upregulation in dopamine levels in the rumen fluid and milk, which could inhibit the release of prolactin or suppress the action of oxytocin in the udder resulting in reduced milk yield. On the other hand, the high milk yield in the HP group is attributed to an upregulation in citrulline, and -acetylornithine, which could be used as substrates for energy metabolism in the citric acid cycle and ultimately gluconeogenesis.

摘要

本研究旨在探究荷斯坦奶牛产奶量差异背后的代谢机制。从94头奶牛中选取了18头处于第二胎次、产奶56(±14.81标准差)天的泌乳荷斯坦奶牛。根据奶牛的产奶量,将它们分为两组,每组9头,高产奶量组(HP)(44.57±2.11千克/天)和低产奶量组(LP)(26.71±0.70千克/天)。实验奶牛喂食相同的日粮,并在相同的管理系统下饲养60多天。瘤胃宏基因组学显示,HP组和LP组之间有两个属、一个属、八个属和两个属存在差异。对瘤胃液、牛奶和血清中的代谢物分析表明,HP组和LP组之间有几种代谢物存在差异。对主要微生物群与产奶量相关代谢物(MP-代谢物)的相关性分析显示,有四个属和两个属与MP-代谢物呈正相关。对差异代谢物的通路富集分析表明,所有样本中有五条通路被富集(牛奶中有两条通路,血清中有两条通路,瘤胃液中有一条通路)。进一步研究发现,LP组产奶量低可能是由于瘤胃液和牛奶中多巴胺水平上调,这可能会抑制催乳素的释放或抑制催产素在乳房中的作用,从而导致产奶量降低。另一方面,HP组的高产奶量归因于瓜氨酸和N-乙酰鸟氨酸的上调,它们可作为柠檬酸循环中能量代谢的底物,并最终用于糖异生。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b62/9163737/80e9cfbcea9a/fmicb-13-844968-g001.jpg

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