Suppr超能文献

影响德国黑 pied 牛(DSN)产奶量的基因组位点

Genomic Loci Affecting Milk Production in German Black Pied Cattle (DSN).

作者信息

Korkuć Paula, Arends Danny, May Katharina, König Sven, Brockmann Gudrun A

机构信息

Albrecht Daniel Thaer-Institute for Agricultural and Horticultural Sciences, Animal Breeding Biology and Molecular Genetics, Humboldt University Berlin, Berlin, Germany.

Institute of Animal Breeding and Genetics, Justus-Liebig-University of Giessen, Giessen, Germany.

出版信息

Front Genet. 2021 Mar 8;12:640039. doi: 10.3389/fgene.2021.640039. eCollection 2021.

Abstract

German Black Pied cattle (DSN) is an endangered population of about 2,550 dual-purpose cattle in Germany. Having a milk yield of about 2,500 kg less than the predominant dairy breed Holstein, the preservation of DSN is supported by the German government and the EU. The identification of the genomic loci affecting milk production in DSN can provide a basis for selection decisions for genetic improvement of DSN in order to increase market chances through the improvement of milk yield. A genome-wide association analysis of 30 milk traits was conducted in different lactation periods and numbers. Association using multiple linear regression models in R was performed on 1,490 DSN cattle genotyped with BovineSNP50 SNP-chip. 41 significant and 20 suggestive SNPs affecting milk production traits in DSN were identified, as well as 15 additional SNPs for protein content which are less reliable due to high inflation. The most significant effects on milk yield in DSN were detected on chromosomes 1, 6, and 20. The region on chromosome 6 was located nearby the casein gene cluster and the corresponding haplotype overlapped the gene (casein kappa). Associations for fat and protein yield and content were also detected. High correlation between traits of the same lactation period or number led to some SNPs being significant for multiple investigated traits. Half of all identified SNPs have been reported in other studies, previously. 15 SNPs were associated with the same traits in other breeds. The other associated SNPs have been reported previously for traits such as exterior, health, meat and carcass, production, and reproduction traits. No association could be detected between and other known milk genes with milk production traits despite the close relationship between DSN and Holstein. The results of this study confirmed that many SNPs identified in other breeds as associated with milk traits also affect milk traits in dual-purpose DSN cattle and can be used for further genetic analysis to identify genes and causal variants that affect milk production in DSN cattle.

摘要

德国黑花斑牛(DSN)是德国约2550头兼用型牛的濒危种群。其产奶量比主要的奶牛品种荷斯坦少约2500千克,德国政府和欧盟支持对DSN的保护。鉴定影响DSN产奶量的基因组位点可为DSN的遗传改良选择决策提供依据,以便通过提高产奶量增加市场机会。对30个产奶性状在不同泌乳期和胎次进行了全基因组关联分析。使用R语言中的多元线性回归模型,对1490头用牛50K单核苷酸多态性芯片(BovineSNP50 SNP-chip)进行基因分型的DSN牛进行关联分析。鉴定出41个影响DSN产奶性状的显著单核苷酸多态性(SNP)和20个提示性SNP,以及另外15个因高膨胀率而可靠性较低的蛋白质含量相关SNP。在DSN中,对产奶量影响最显著的位于1号、6号和20号染色体上。6号染色体上的区域位于酪蛋白基因簇附近,相应的单倍型与酪蛋白κ基因重叠。还检测到了脂肪和蛋白质产量及含量的关联。同一泌乳期或胎次性状之间的高相关性导致一些SNP对多个研究性状显著。所有鉴定出的SNP中,一半曾在其他研究中报道过。15个SNP在其他品种中与相同性状相关。其他相关SNP此前曾报道与外貌、健康、肉和胴体、生产及繁殖性状等有关。尽管DSN与荷斯坦关系密切,但未检测到与其他已知产奶基因和产奶性状之间的关联。本研究结果证实,在其他品种中鉴定出的许多与产奶性状相关的SNP也影响兼用型DSN牛的产奶性状,可用于进一步的遗传分析,以鉴定影响DSN牛产奶量的基因和因果变异。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2bca/7982544/e17c0a4c48ed/fgene-12-640039-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验