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首页> 外文期刊>BMC Genomics >Genome-wide CNV analysis reveals variants associated with growth traits in Bos indicus
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Genome-wide CNV analysis reveals variants associated with growth traits in Bos indicus

机译:全基因组CNV分析揭示了与印度s生长特征相关的变异

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Background Apart from single nucleotide polymorphism (SNP), copy number variation (CNV) is another important type of genetic variation, which may affect growth traits and play key roles for the production of beef cattle. To date, no genome-wide association study (GWAS) for CNV and body traits in beef cattle has been reported, so the present study aimed to investigate this type of association in one of the most important cattle subspecies: Bos indicus (Nellore breed). Results We have used intensity data from over 700,000 SNP probes across the bovine genome to detect common CNVs in a sample of 2230 Nellore cattle, and performed GWAS between the detected CNVs and nine growth traits. After filtering for frequency and length, a total of 231 CNVs ranging from 894?bp to 4,855,088?bp were kept and tested as predictors for each growth trait using linear regression analysis with principal components correction. There were 49 significant associations identified among 17 CNVs and seven body traits after false discovery rate correction (P?Conclusion This study presents the first CNV-based GWAS of growth traits using high density SNP microarray data in cattle. We detected 17 CNVs significantly associated with seven growth traits and one of them (CNV100) may be involved in growth traits through KCNJ12 .
机译:背景技术除单核苷酸多态性(SNP)外,拷贝数变异(CNV)是另一种重要的遗传变异类型,可能影响生长特性并在肉牛生产中发挥关键作用。迄今为止,尚未有关于肉牛CNV和身体特征的全基因组关联研究(GWAS)的报道,因此本研究旨在调查最重要的牛亚种之一:印度s(Nellore品种)中的这种关联。结果我们使用了来自整个牛基因组的700,000多个SNP探针的强度数据来检测2230只内罗尔牛样品中的常见CNV,并在检测到的CNV与9个生长性状之间进行了GWAS。在对频率和长度进行滤波后,保留了从894?bp到4,855,088?bp的总共231个CNV,并使用带有主成分校正的线性回归分析对每个生长性状进行了预测。假发现率校正后,在17个CNV和7个身体特征之间发现了49个显着关联(结论?本研究使用牛的高密度SNP芯片数据提出了首个基于CNV的生长特征的GWAS,我们检测到17个与CNV显着相关的CNV七个生长特性,其中之一(CNV100)可能通过KCNJ12参与了生长特性。

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