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全基因组关联研究使用单倍型等位基因评估内罗尔牛的繁殖性状。

Genome-wide association study using haplotype alleles for the evaluation of reproductive traits in Nelore cattle.

机构信息

Faculdade de Ciências Biológicas e Ambientais, Universidade Federal da Grande Dourados, UFGD, Dourados, Mato Grosso do Sul, Brazil.

Departamento de Zootecnia, Faculdade de Ciências Agrárias e Veterinárias, UNESP, Jaboticabal, São Paulo, Brazil.

出版信息

PLoS One. 2018 Aug 8;13(8):e0201876. doi: 10.1371/journal.pone.0201876. eCollection 2018.

Abstract

Zebu cattle (Bos taurus indicus) are highly adapted to tropical regions. However, females reach puberty after taurine heifers, which affects the economic efficiency of beef cattle breeding in the tropical regions. The aims of this study were to establish associations between the haplotype alleles of the bovine genome and age at first calving (AFC) in the Nelore cattle, and to identify the genes and quantitative trait loci (QTL) related to this phenotype. A total of 2,273 Nelore cattle (995 males and 1,278 females) genotyped using the Illumina BovineHD BeadChip were used in the current study. The association analysis included females with valid first calving records as well as open heifers. Linkage disequilibrium (LD) analysis among the markers was performed using blocks of 5, 10, and 15 markers, which were determined by sliding windows shifting one marker at a time. Then, the haplotype block size to be used in the association study was chosen based on the highest r2 average among the SNPs in the block. The five HapAlleles most strongly associated with the trait (top five) were considered as significant associations. The results of the analysis revealed four genomic regions related to AFC, which overlapped with 20 QTL of the reproductive traits reported previously. Furthermore, there were 19 genes related to reproduction in those regions. In conclusion, the use of haplotypes allowed the detection of chromosomal regions associated with AFC in Nelore cattle, and provided the basis for elucidating the mechanisms underlying this trait.

摘要

瘤牛(Bos taurus indicus)高度适应热带地区。然而,雌性牛在达到青春期的时间比普通牛晚,这影响了热带地区肉牛养殖的经济效益。本研究的目的是确定与尼洛拉牛首次产犊年龄(AFC)相关的牛基因组单倍型等位基因的关联,并鉴定与该表型相关的基因和数量性状位点(QTL)。本研究共使用了 2273 头尼洛拉牛(995 头雄性和 1278 头雌性)进行了 Illumina BovineHD BeadChip 基因分型。关联分析包括具有有效首次产犊记录的雌性牛和开放型小母牛。使用 5、10 和 15 个标记的滑动窗口,对标记之间的连锁不平衡(LD)进行了分析。然后,根据块中 SNP 的最高 r2 平均值选择用于关联研究的单倍型块大小。与该性状(前五名)最强相关的五个 HapAlleles 被认为是显著的关联。分析结果显示,有四个与 AFC 相关的基因组区域,与之前报道的 20 个生殖性状的 QTL 重叠。此外,在这些区域中还有 19 个与生殖相关的基因。总之,使用单倍型可以检测到与尼洛拉牛 AFC 相关的染色体区域,并为阐明该性状的机制提供了基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1bf7/6082543/cf569e8c26b5/pone.0201876.g001.jpg

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