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利用两个高密度面板组合评估内罗尔牛肉牛的插补准确性。

Evaluation of imputation accuracy using the combination of two high-density panels in Nelore beef cattle.

机构信息

Departamento de Ciências Exatas, Faculdade de Ciências Agrárias e Veterinárias, Universidade Estadual Paulista, Jaboticabal, São Paulo, Brazil.

Centro Universitário de Adamantina, Adamantina, São Paulo, Brazil.

出版信息

Sci Rep. 2019 Nov 29;9(1):17920. doi: 10.1038/s41598-019-54382-w.

Abstract

This study compared imputation from lower-density commercial and customized panels to high-density panels and a combined panel (Illumina and Affymetrix) in Nelore beef cattle. Additionally, linkage disequilibrium and haplotype block conformation were estimated in individual high-density panels and compared with corresponding values in the combined panel after imputation. Overall, 814 animals were genotyped using BovineHD BeadChip (IllumHD), and 93 of these animals were also genotyped using the Axion Genome-Wide BOS 1 Array Plate (AffyHD). In general, customization considering linkage disequilibrium and minor allele frequency had the highest accuracies. The IllumHD panel had higher values of linkage disequilibrium for short distances between SNPs than AffyHD and the combined panel. The combined panel had an increased number of small haplotype blocks. The use of a combined panel is recommended due to its increased density and number of haplotype blocks, which in turn increase the probability of a marker being close to a quantitative trait locus of interest. Considering common SNPs between IllumHD and AffyHD for the customization of a low-density panel increases the imputation accuracy for IllumHD, AffyHD and the combined panel.

摘要

本研究比较了低密度商业和定制面板与高密度面板和组合面板(Illumina 和 Affymetrix)在Nelore 肉牛中的应用。此外,还在个体高密度面板中估计了连锁不平衡和单倍型块构象,并在导入后与组合面板中的相应值进行了比较。总体而言,814 头动物使用 BovineHD BeadChip(IllumHD)进行了基因分型,其中 93 头动物还使用了 Axion 全基因组 BOS 1 阵列板(AffyHD)进行了基因分型。一般来说,考虑连锁不平衡和次要等位基因频率的定制具有最高的准确性。IllumHD 面板在 SNP 之间的短距离上具有比 AffyHD 和组合面板更高的连锁不平衡值。组合面板具有更多的小单倍型块。由于组合面板密度更高且单倍型块数量更多,从而增加了标记与感兴趣的数量性状基因座接近的概率,因此推荐使用组合面板。考虑 IllumHD 和 AffyHD 之间的常见 SNP 来定制低密度面板可以提高 IllumHD、AffyHD 和组合面板的导入准确性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8baf/6884513/a235a317160e/41598_2019_54382_Fig1_HTML.jpg

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