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Genome-wide association study to identify genomic regions and positional candidate genes associated with male fertility in beef cattle

机译:基因组关联研究,以鉴定与牛粪中男性生育相关的基因组区域和位置候选基因

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Fertility plays a key role in the success of calf production, but there is evidence that reproductive efficiency in beef cattle has decreased during the past half-century worldwide. Therefore, identifying animals with superior fertility could significantly impact cow-calf production efficiency. The objective of this research was to identify candidate regions affecting bull fertility in beef cattle and positional candidate genes annotated within these regions. A GWAS using a weighted single-step genomic BLUP approach was performed on 265 crossbred beef bulls to identify markers associated with scrotal circumference (SC) and sperm motility (SM). Eight windows containing 32 positional candidate genes and five windows containing 28?positional candidate genes explained more than 1% of the genetic variance for SC and SM, respectively. These windows were selected to perform gene annotation, QTL enrichment, and functional analyses. Functional candidate gene prioritization analysis revealed 14 prioritized candidate genes for SC of which MAP3K1 and VIP were previously found to play roles in male fertility. A different set of 14 prioritized genes were identified for SM and five were previously identified as regulators of male fertility (SOD2, TCP1, PACRG, SPEF2, PRLR). Significant enrichment results were identified for fertility and body conformation QTLs within the candidate windows. Gene ontology enrichment analysis including biological processes, molecular functions, and cellular components revealed significant GO terms associated with male fertility. The identification of these regions contributes to a better understanding of fertility associated traits and facilitates the discovery of positional candidate genes for future investigation of causal mutations and their implications.
机译:生育能力在小牛生产的成功中发挥着关键作用,但有证据表明,牛肉牛的生殖效率在全世界的半个世纪中减少了。因此,鉴定具有优异生育能力的动物可能会显着影响牛犊的生产效率。本研究的目的是识别影响牛粪和在这些区域内注释的牛肉生育率的候选地区。在265克杂交牛肉公牛上进行使用加权单步基因组细胞方法的GWA,以识别与阴囊圆周(SC)和精子运动(SM)相关的标记。八个窗户含有32个位置候选基因和五个含有28的五个窗口,分别解释了SC和SM的超过1%以上的遗传方差。这些窗口被选中以执行基因注释,QTL富集和功能分析。功能候选基因优先级分析显示,用于SC的14个优先候选基因,其中先前发现了MAP3K1和VIP在雄性生育率中发挥作用。鉴定了一种不同的14个优先考度基因,SM,先前将五个被鉴定为男性生育率的调节剂(SOD2,TCP1,PACRG,SPEF2,PRLR)。候选窗口中的生育和身体构象QTL鉴定了显着的浓缩结果。基因本体学富集分析,包括生物学过程,分子函数和细胞组分,揭示了与男性生育率相关的重要术语。这些地区的鉴定有助于更好地理解生育能力相关性状,并促进在未来调查因果突变和其影响的情况下发现存在的位置候选基因。

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