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Genome-wide association study provides insights into genes related with horn development in Nelore beef cattle

机译:全基因组关联研究提供有关内罗尔肉牛与牛角发育相关基因的见解

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摘要

The causal mutation for polledness in Nelore (Bos taurus indicus) breed seems to have appeared first in Brazil in 1957. The expression of the polled trait is known to be ruled by a few groups of alleles in taurine breeds; however, the genetic basis of this trait in indicine cattle is still unclear. The aim of this study was to identify genomic regions associated with the hornless trait in a commercial Nelore population. A total of 107,294 animals had phenotypes recorded and 2,238 were genotyped/imputed for 777k SNP. The weighted single-step approach for genome-wide association study (WssGWAS) was used to estimate the SNP effects and variances accounted for by 1 Mb sliding SNP windows. A centromeric region of chromosome 1 with 3.11 Mb size (BTA1: 878,631–3,987,104 bp) was found to be associated with hornless in the studied population. A total of 28 protein-coding genes are mapped in this region, including the taurine Polled locus and the IFNAR1, IFNAR2, IFNGR2, KRTAP11-1, MIS18A, OLIG1, OLIG2, and SOD1 genes, which expression can be related to the horn formation as described in literature. The functional enrichment analysis by DAVID tool revealed cytokine-cytokine receptor interaction, JAK-STAT signaling, natural killer cell mediated cytotoxicity, and osteoclast differentiation pathways as significant (P < 0.05). In addition, a runs of homozygosity (ROH) analysis identified a ROH island in polled animals with 2.47 Mb inside the region identified by WssGWAS. Polledness in Nelore cattle is associated with one region in the genome with 3.1 Mb size in chromosome 1. Several genes are harbored in this region, and they may act together in the determination of the polled/horned phenotype. Fine mapping the locus responsible for polled trait in Nelore breed and the identification of the molecular mechanisms regulating the horn growth deserve further investigation.
机译:Nelore(Bos taurus indicus)品种的花粉病因果突变似乎最早是在1957年在巴西出现的。已知该花粉性状的表达受牛磺酸品种中几类等位基因的支配。然而,这种特性在标记牛中的遗传基础仍不清楚。这项研究的目的是确定与商业Nelore种群中的无角性状相关的基因组区域。总共记录了107294只动物的表型,并对777k SNP进行了2238种基因分型/估算。用于全基因组关联研究的加权单步方法(WssGWAS)用于估计SNP效应和由1 Mb滑动SNP窗口引起的差异。在研究的人群中,发现具有3.11 Mb大小(BTA1:878,631–3,987,104 bp)的1号染色体着丝粒区域与无角相关。共有28个蛋白质编码基因在该区域定位,包括牛磺酸轮询位点和IFNAR1,IFNAR2,IFNGR2,KRTAP11-1,MIS18A,OLIG1,OLIG2和SOD1基因,其表达可能与牛角形成有关如文献所述。通过DAVID工具进行的功能富集分析显示,细胞因子与细胞因子受体的相互作用,JAK-STAT信号传导,自然杀伤细胞介导的细胞毒性和破骨细胞分化途径具有显着性(P <0.05)。此外,通过纯合性(ROH)分析运行,在WssGWAS识别的区域内,在具有2.47 Mb的轮询动物中发现了一个ROH岛。 Nelore牛的花粉病与染色体1中3.1 Mb大小的基因组中的一个区域有关。该区域中藏有一些基因,它们可能共同作用于确定轮询/有角表型。精细绘制负责Nelore品种中轮询性状的基因座,并确定调节牛角生长的分子机制,值得进一步研究。

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