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三种检测算法对马的拷贝数变异体的分析及其与体型大小的关联。

Analysis of copy number variants by three detection algorithms and their association with body size in horses.

机构信息

Institute for Animal Breeding and Genetics, University of Veterinary Medicine Hannover, Bünteweg 17p, 30559, Hannover, Germany.

出版信息

BMC Genomics. 2013 Jul 18;14:487. doi: 10.1186/1471-2164-14-487.

Abstract

BACKGROUND

Copy number variants (CNVs) have been shown to play an important role in genetic diversity of mammals and in the development of many complex phenotypic traits. The aim of this study was to perform a standard comparative evaluation of CNVs in horses using three different CNV detection programs and to identify genomic regions associated with body size in horses.

RESULTS

Analysis was performed using the Illumina Equine SNP50 genotyping beadchip for 854 horses. CNVs were detected by three different algorithms, CNVPartition, PennCNV and QuantiSNP. Comparative analysis revealed 50 CNVs that affected 153 different genes mainly involved in sensory perception, signal transduction and cellular components. Genome-wide association analysis for body size showed highly significant deleted regions on ECA1, ECA8 and ECA9. Homologous regions to the detected CNVs on ECA1 and ECA9 have also been shown to be correlated with human height.

CONCLUSIONS

Comparative analysis of CNV detection algorithms was useful to increase the specificity of CNV detection but had certain limitations dependent on the detection tool. GWAS revealed genome-wide associated CNVs for body size in horses.

摘要

背景

拷贝数变异(CNVs)已被证明在哺乳动物的遗传多样性和许多复杂表型特征的发展中起着重要作用。本研究旨在使用三种不同的 CNV 检测程序对马进行标准的 CNV 比较评估,并鉴定与马体型相关的基因组区域。

结果

使用 Illumina Equine SNP50 基因分型珠对 854 匹马进行了分析。通过三种不同的算法,即 CNVPartition、PennCNV 和 QuantiSNP 检测到了 CNVs。比较分析显示,有 50 个 CNVs 影响了 153 个不同的基因,这些基因主要涉及感觉感知、信号转导和细胞成分。针对体型的全基因组关联分析显示,在 ECA1、ECA8 和 ECA9 上存在高度显著的缺失区域。在 ECA1 和 ECA9 上检测到的 CNVs 的同源区域也与人类身高相关。

结论

CNV 检测算法的比较分析有助于提高 CNV 检测的特异性,但取决于检测工具,也存在一定的局限性。GWAS 揭示了与马体型相关的全基因组关联 CNVs。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb6a/3720552/adb24e7cce89/1471-2164-14-487-1.jpg

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