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

机译:使用单倍型等位基因评估内罗尔牛繁殖性状的全基因组关联研究

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摘要

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.
机译:封牛(Bos taurus indicus)非常适合热带地区。然而,雌性牛磺酸小牛后达到青春期,这影响了热带地区肉牛育种的经济效率。这项研究的目的是建立Nelore牛的牛基因组单倍型等位基因与初产犊年龄(AFC)之间的关联,并鉴定与此表型相关的基因和数量性状基因座(QTL)。在本研究中,总共使用了使用Illumina BovineHD BeadChip进行基因分型的2,273头Nelore牛(995头雄性和1,278头雌性)。关联分析包括具有有效第一次产犊记录的雌性以及开放的小母牛。标记之间的连锁不平衡(LD)分析使用5个,10个和15个标记的块进行,这些块是通过一次滑动窗口一次移动一个标记来确定的。然后,根据区块中SNP中最高的r 2 平均值,选择用于关联研究的单倍型区块大小。与该性状最密切相关的五个Hap等位基因(前五个)被认为是重要的关联。分析结果显示与AFC相关的四个基因组区域,与先前报道的20个QTL的生殖性状重叠。此外,在那些区域中有19个与繁殖有关的基因。总之,使用单倍型可以检测内罗尔牛AFC相关的染色体区域,并为阐明该性状的潜在机制提供了基础。

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