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利用高密度单核苷酸多态性基因型数据对大型肉牛和奶牛多品种群体中的拷贝数变异进行特征分析。

Characterization of copy number variants in a large multibreed population of beef and dairy cattle using high-density single nucleotide polymorphism genotype data.

机构信息

Teagasc, Animal and Grassland Research and Innovation Centre, Moorepark, Fermoy, Co. Cork, Ireland.

UCD School of Mathematics and Statistics, Insight Centre for Data Analytics, University College Dublin, Belfield, Dublin 4, Ireland.

出版信息

J Anim Sci. 2018 Sep 29;96(10):4112-4124. doi: 10.1093/jas/sky302.

Abstract

Copy number variants (CNVs) are a form of genomic variation that changes the structure of the genome through deletion or duplication of stretches of DNA. The objective of the present study was to characterize CNVs in a large multibreed population of beef and dairy bulls. The CNVs were called on the autosomes of 5,551 cattle from 22 different beef and dairy breeds, using 2 freely available software suites, QuantiSNP and PennCNV. All CNVs were classified into either deletions or duplications. The median concordance between PennCNV and QuantiSNP, per animal, was 18.5% for deletions and 0% for duplications. The low concordance rate between PennCNV and QuantiSNP indicated that neither algorithm, by itself, could identify all CNVs in the population. In total, PennCNV and QuantiSNP collectively identified 747,129 deletions and 432,523 duplications; 80.2% of all duplications and 69.1% of all deletions were present only once in the population. Only 0.154% of all CNVs identified were present in more than 50 animals in the population. The distribution of the percentage of the autosomes that were composed of deletions, per animal, was positively skewed, as was the distribution for the percentage of the autosomes that were composed of duplications, per animal. The first quartile, median, and third quartile of the distribution of the percentage of the autosomes that were composed of deletions were 0.019%, 0.037%, and 0.201%, respectively. The first quartile, median, and third quartile of the distribution of the percentage of the autosomes that were composed of duplications were 0.013%, 0.028%, and 0.076%, respectively. The distributions of the number of deletions and duplications per animal were both positively skewed. The interquartile range for the number of deletions per animal in the population was between 16 and 117, whereas for duplications it was between 8 and 23. Per animal, there tended to be twice as many deletions as duplications. The distribution of the length of deletions was positively skewed, as was the distribution of the length of duplications. The interquartile range for the length of deletions in the population was between 25 and 101 kb, and for duplications the interquartile range was between 46 and 235 kb. Per animal, duplications tended to be twice as long as deletions. This study provides a description of the characteristics and distribution of CNVs in a large multibreed population of beef and dairy cattle.

摘要

拷贝数变异 (CNVs) 是一种基因组变异形式,通过 DNA 片段的缺失或重复来改变基因组的结构。本研究的目的是对来自 22 个不同肉牛和奶牛品种的 5551 头牛的常染色体进行 CNV 特征描述。使用 2 种免费提供的软件套件 QuantiSNP 和 PennCNV,对所有 5551 头牛的常染色体进行了 CNV 调用。所有的 CNVs 均被分类为缺失或重复。每头动物 PennCNV 和 QuantiSNP 的一致性中位数分别为缺失的 18.5%和重复的 0%。PennCNV 和 QuantiSNP 之间的低一致性率表明,这两种算法本身都无法识别群体中的所有 CNV。总的来说,PennCNV 和 QuantiSNP 共同鉴定出了 747129 个缺失和 432523 个重复;群体中 80.2%的重复和 69.1%的缺失仅出现一次。群体中只有 0.154%的所有 CNV 存在于 50 头以上的动物中。每头动物组成缺失的常染色体百分比的分布呈正偏态,组成重复的常染色体百分比的分布也呈正偏态。组成缺失的常染色体百分比分布的第一四分位数、中位数和第三四分位数分别为 0.019%、0.037%和 0.201%。组成重复的常染色体百分比分布的第一四分位数、中位数和第三四分位数分别为 0.013%、0.028%和 0.076%。每头动物的缺失和重复数量的分布均呈正偏态。群体中每头动物缺失数量的四分位间距在 16 到 117 之间,而重复数量的四分位间距在 8 到 23 之间。每头动物的缺失数量通常是重复数量的两倍。缺失长度的分布呈正偏态,重复长度的分布也是如此。群体中缺失长度的四分位间距在 25 到 101kb 之间,重复长度的四分位间距在 46 到 235kb 之间。每头动物的重复长度通常是缺失长度的两倍。本研究提供了对来自 22 个不同肉牛和奶牛品种的大型多品种牛群中 CNV 的特征和分布的描述。

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