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采食量和增重存在差异的肉牛瘤胃转录组差异

Transcriptome differences in the rumen of beef steers with variation in feed intake and gain.

作者信息

Kern Rebecca J, Lindholm-Perry Amanda K, Freetly Harvey C, Snelling Warren M, Kern John W, Keele John W, Miles Jeremy R, Foote Andrew P, Oliver William T, Kuehn Larry A, Ludden Paul A

机构信息

USDA, ARS, U.S. Meat Animal Research Center, Clay Center, NE 68933, USA.

Kern Statistical Services, Sauk Rapids, MN 56379, USA.

出版信息

Gene. 2016 Jul 15;586(1):12-26. doi: 10.1016/j.gene.2016.03.034. Epub 2016 Mar 29.

Abstract

BACKGROUND

Feed intake and gain are economically important traits in beef production. The rumen wall interacts with feed, microbial populations, and fermentation products important to cattle nutrition. As such, it is likely to be a critical component in the beef steer's ability to utilize feedstuffs efficiently. To identify genes associated with steer feed intake and body weight gain traits, and to gain an understanding of molecules and pathways involved in feed intake and utilization, RNA sequencing (RNA-Seq) was performed on rumen papillae from 16 steers with variation in gain and feed intake. Four steers were chosen from each of the four Cartesian quadrants for gain×feed intake and used to generate individual RNA-Seq libraries.

RESULTS

Normalized read counts from all of the mapped reads from each of the four groups of animals were individually compared to the other three groups. In addition, differentially expressed genes (DEGs) between animals with high and low gain, as well as high and low intake were also evaluated. A total of 931 genes were differentially expressed in the analyses of the individual groups. Eighty-nine genes were differentially expressed between high and low gain animals; and sixty-nine were differentially expressed in high versus low intake animals. Several of the genes identified in this study have been previously associated with feed efficiency. Among those are KLK10, IRX3, COL1A1, CRELD2, HDAC10, IFITM3, and VIM.

CONCLUSIONS

Many of the genes identified in this study are involved with immune function, inflammation, apoptosis, cell growth/proliferation, nutrient transport, and metabolic pathways and may be important predictors of feed intake and gain in beef cattle.

摘要

背景

采食量和增重是肉牛生产中具有经济重要性的性状。瘤胃壁与对牛营养至关重要的饲料、微生物群体及发酵产物相互作用。因此,它很可能是肉牛有效利用饲料能力的关键组成部分。为了鉴定与肉牛采食量和体重增加性状相关的基因,并了解采食量和利用过程中涉及的分子及途径,对16头在增重和采食量方面存在差异的肉牛的瘤胃乳头进行了RNA测序(RNA-Seq)。从四个笛卡尔象限中的每一个象限选取四头肉牛用于增重×采食量,并用于构建个体RNA-Seq文库。

结果

将四组动物中每组所有比对 reads 的标准化读数分别与其他三组进行比较。此外,还评估了高增重与低增重动物以及高采食量与低采食量动物之间的差异表达基因(DEG)。在各个组的分析中共有931个基因差异表达。高增重与低增重动物之间有89个基因差异表达;高采食量与低采食量动物之间有69个基因差异表达。本研究中鉴定出的一些基因先前已与饲料效率相关。其中包括KLK10、IRX3、COL1A1、CRELD2、HDAC10、IFITM3和VIM。

结论

本研究中鉴定出的许多基因与免疫功能、炎症、细胞凋亡、细胞生长/增殖、营养物质转运及代谢途径有关,可能是肉牛采食量和增重的重要预测指标。

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