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全基因组关联研究 Valle del Belice 绵羊 CNVs 与产奶性状的关系。

Genome-wide association study between CNVs and milk production traits in Valle del Belice sheep.

机构信息

Università degli Studi di Palermo, Dipartimento di Scienze Agrarie, Alimentari e Forestali, Italy.

Università degli Studi di Palermo, Dipartimento di Scienze Economiche, Aziendali e Statistiche, Italy.

出版信息

PLoS One. 2019 Apr 23;14(4):e0215204. doi: 10.1371/journal.pone.0215204. eCollection 2019.

DOI:10.1371/journal.pone.0215204
PMID:31013280
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6478285/
Abstract

Copy number variation (CNV) is a major source of genomic structural variation. The aim of this study was to detect genomic CNV regions (CNVR) in Valle del Belice dairy sheep population and to identify those affecting milk production traits. The GO analysis identified possible candidate genes and pathways related to the selected traits. We identified CNVs in 416 individuals genotyped using the Illumina OvineSNP50 BeadChip array. The CNV association using a correlation-trend test model was examined with the Golden Helix SVS 8.7.0 tool. Significant CNVs were detected when their adjusted p-value was <0.01 after false discovery rate (FDR) correction. We identified 7,208 CNVs, which gave 365 CNVRs after aggregating overlapping CNVs. Thirty-one CNVRs were significantly associated with one or more traits included in the analysis. All CNVRs, except those on OAR19, overlapped with quantitative trait loci (QTL), even if they were not directly related to the traits of interest. A total of 222 genes were annotated within the significantly associated CNVRs, most of which played important roles in biological processes related to milk production and health-related traits. Identification of the genes in the CNVRs associated with the studied traits will provide the basis for further investigation of their role in the metabolic pathways related to milk production and health traits.

摘要

拷贝数变异(CNV)是基因组结构变异的主要来源。本研究旨在检测 Valle del Belice 奶绵羊群体中的基因组 CNV 区域(CNVR),并鉴定那些影响产奶性状的 CNVR。GO 分析确定了与所选性状相关的可能候选基因和途径。我们使用 Illumina OvineSNP50 BeadChip 阵列对 416 个个体进行了 CNV 分型。使用 Golden Helix SVS 8.7.0 工具,通过相关趋势检验模型检查了 CNV 关联。在经过错误发现率(FDR)校正后,当调整后的 p 值<0.01 时,检测到显著的 CNV。我们鉴定了 7208 个 CNV,在聚合重叠的 CNV 后得到 365 个 CNVR。31 个 CNVR 与分析中包含的一个或多个性状显著相关。除了 OAR19 上的 CNVR 之外,所有的 CNVR 都与数量性状位点(QTL)重叠,即使它们与感兴趣的性状没有直接关系。在显著相关的 CNVR 中注释了总共 222 个基因,其中大多数在与产奶和健康相关性状相关的生物学过程中发挥着重要作用。鉴定与研究性状相关的 CNVR 中的基因将为进一步研究它们在与产奶和健康性状相关的代谢途径中的作用提供基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b2c2/6478285/367bfb737ddf/pone.0215204.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b2c2/6478285/0e1fb02ab478/pone.0215204.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b2c2/6478285/367bfb737ddf/pone.0215204.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b2c2/6478285/0e1fb02ab478/pone.0215204.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b2c2/6478285/367bfb737ddf/pone.0215204.g002.jpg

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