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饲喂不同饲草资源的奶牛肝脏转录组扰动

Hepatic transcriptome perturbations in dairy cows fed different forage resources.

作者信息

Gao S T, Ma Lu, Zhang Y D, Wang J Q, Loor J J, Bu D P

机构信息

State Key Laboratory of Animal Nutrition, Institute of Animal Science, Chinese Academy of Agricultural Sciences, No. 2 Yuanmingyuan West Road, Beijing, 100193, China.

Department of Animal Sciences and Division of Nutritional Sciences, University of Illinois, Urbana, IL, USA.

出版信息

BMC Genomics. 2021 Jan 7;22(1):35. doi: 10.1186/s12864-020-07332-0.

Abstract

BACKGROUND

Forage plays critical roles in milk performance of dairy. However, domestic high-quality forage such as alfalfa hay is far from being sufficient in China. Thus, more than 1 million tons of alfalfa hay were imported in China annually in recent years. At the same time, more than 10 million tons of corn stover are generated annually in China. Thus, taking full advantage of corn stover to meet the demand of forage and reduce dependence on imported alfalfa hay has been a strategic policy for the Chinese dairy industry. Changes in liver metabolism under different forage resources are not well known. Thus, the objective of the present study was to investigate the effect of different forage resources on liver metabolism using RNAseq and bioinformatics analyses.

RESULTS

The results of this study showed that the cows fed a diet with corn stover (CS) as the main forage had lower milk yield, DMI, milk protein content and yield, milk fat yield, and lactose yield than cows fed a mixed forage (MF) diet (P <  0.01). KEGG analysis for differently expressed genes (DEG) in liver (81 up-regulated and 423 down-DEG, Padj ≤0.05) showed that pathways associated with glycan biosynthesis and metabolism and amino acid metabolism was inhibited by the CS diet. In addition, results from DAVID and ClueGO indicated that biological processes related to cell-cell adhesion, multicellular organism growth, and amino acid and protein metabolism also were downregulated by feeding CS. Co-expression network analysis indicated that FAM210A, SLC26A6, FBXW5, EIF6, ZSCAN10, FPGS, and ARMCX2 played critical roles in the network. Bioinformatics analysis showed that genes within the co-expression network were enriched to "pyruvate metabolic process", "complement activation, classical pathway", and "retrograde transport, endosome to Golgi".

CONCLUSIONS

Results of the present study indicated that feeding a low-quality forage diet inhibits important biological functions of the liver at least in part due to a reduction in DMI. In addition, the results of the present study provide an insight into the metabolic response in the liver to different-quality forage resources. As such, the data can help develop favorable strategies to improve the utilization of corn stover in China.

摘要

背景

饲料对奶牛的产奶性能起着关键作用。然而,在中国,苜蓿干草等国内优质饲料远远供不应求。因此,近年来中国每年进口超过100万吨苜蓿干草。与此同时,中国每年产生超过1000万吨玉米秸秆。因此,充分利用玉米秸秆来满足饲料需求并减少对进口苜蓿干草的依赖,已成为中国奶牛业的一项战略政策。不同饲料资源下肝脏代谢的变化尚不明确。因此,本研究的目的是通过RNA测序和生物信息学分析,研究不同饲料资源对肝脏代谢的影响。

结果

本研究结果表明,以玉米秸秆(CS)作为主要饲料的奶牛,其产奶量、干物质采食量、乳蛋白含量和产量、乳脂产量和乳糖产量均低于以混合饲料(MF)喂养的奶牛(P < 0.01)。对肝脏中差异表达基因(DEG)进行KEGG分析(81个上调基因和423个下调基因,Padj≤0.05)表明,与聚糖生物合成和代谢以及氨基酸代谢相关的通路受到CS日粮的抑制。此外,DAVID和ClueGO的结果表明,与细胞间粘附、多细胞生物体生长以及氨基酸和蛋白质代谢相关的生物学过程也因饲喂CS而被下调。共表达网络分析表明,FAM210A、SLC26A6、FBXW5、EIF6、ZSCAN10、FPGS和ARMCX2在该网络中起关键作用。生物信息学分析表明,共表达网络中的基因富集于“丙酮酸代谢过程”、“补体激活,经典途径”和“内体到高尔基体的逆行转运”。

结论

本研究结果表明,饲喂低质量饲料日粮至少部分由于干物质采食量的减少而抑制了肝脏的重要生物学功能。此外,本研究结果为肝脏对不同质量饲料资源的代谢反应提供了见解。因此,这些数据有助于制定有利策略,以提高中国玉米秸秆的利用率。

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