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在意大利伦巴第地区饲养的超过 4000 头荷斯坦奶牛中进行拷贝数变异扫描。

Copy number variant scan in more than four thousand Holstein cows bred in Lombardy, Italy.

机构信息

Department of Veterinary Medicine and Animal Science, Università degli Studi di Milano, Lodi, Italy.

出版信息

PLoS One. 2024 May 21;19(5):e0303044. doi: 10.1371/journal.pone.0303044. eCollection 2024.

Abstract

Copy Number Variants (CNV) are modifications affecting the genome sequence of DNA, for instance, they can be duplications or deletions of a considerable number of base pairs (i.e., greater than 1000 bp and up to millions of bp). Their impact on the variation of the phenotypic traits has been widely demonstrated. In addition, CNVs are a class of markers useful to identify the genetic biodiversity among populations related to adaptation to the environment. The aim of this study was to detect CNVs in more than four thousand Holstein cows, using information derived by a genotyping done with the GGP (GeneSeek Genomic Profiler) bovine 100K SNP chip. To detect CNV the SVS 8.9 software was used, then CNV regions (CNVRs) were detected. A total of 123,814 CNVs (4,150 non redundant) were called and aggregated into 1,397 CNVRs. The PCA results obtained using the CNVs information, showed that there is some variability among animals. For many genes annotated within the CNVRs, the role in immune response is well known, as well as their association with important and economic traits object of selection in Holstein, such as milk production and quality, udder conformation and body morphology. Comparison with reference revealed unique CNVRs of the Holstein breed, and others in common with Jersey and Brown. The information regarding CNVs represents a valuable resource to understand how this class of markers may improve the accuracy in prediction of genomic value, nowadays solely based on SNPs markers.

摘要

拷贝数变异 (CNV) 是影响 DNA 基因组序列的修饰,例如,它们可以是大量碱基对(即大于 1000bp 且高达数百万 bp)的重复或缺失。它们对表型特征变异的影响已经得到了广泛的证明。此外,CNVs 是一类有用的标记物,可用于识别与适应环境有关的相关种群的遗传多样性。本研究的目的是使用通过使用 GGP(GeneSeek 基因组分析器)牛 100K SNP 芯片进行基因分型获得的信息,在四千多头荷斯坦奶牛中检测 CNVs。为了检测 CNV,使用了 SVS 8.9 软件,然后检测到 CNV 区域(CNVR)。共调用了 123814 个 CNVs(4150 个非冗余),并将其聚集成 1397 个 CNVR。使用 CNVs 信息获得的 PCA 结果表明,动物之间存在一些可变性。对于在 CNVR 中注释的许多基因,它们在免疫反应中的作用是众所周知的,并且它们与荷斯坦选择的重要和经济性状有关,例如产奶量和质量、乳房形态和身体形态。与参考的比较揭示了荷斯坦品种特有的 CNVR,以及与泽西和布朗品种共有的 CNVR。有关 CNVs 的信息代表了一个有价值的资源,可以帮助我们了解这一类标记物如何提高基于 SNP 标记物的基因组值预测的准确性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e6aa/11108207/f629432c5dd7/pone.0303044.g001.jpg

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