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用于全基因组关联研究的鲶鱼250K单核苷酸多态性阵列的开发。

Development of the catfish 250K SNP array for genome-wide association studies.

作者信息

Liu Shikai, Sun Luyang, Li Yun, Sun Fanyue, Jiang Yanliang, Zhang Yu, Zhang Jiaren, Feng Jianbin, Kaltenboeck Ludmilla, Kucuktas Huseyin, Liu Zhanjiang

机构信息

The Fish Molecular Genetics and Biotechnology Laboratory, Aquatic Genomics Unit, School of Fisheries, Aquaculture and Aquatic Sciences, and Program of Cell and Molecular Biosciences, Auburn University, Auburn, AL 36849, USA.

出版信息

BMC Res Notes. 2014 Mar 10;7:135. doi: 10.1186/1756-0500-7-135.

Abstract

BACKGROUND

Quantitative traits, such as disease resistance, are most often controlled by a set of genes involving a complex array of regulation. The dissection of genetic basis of quantitative traits requires large numbers of genetic markers with good genome coverage. The application of next-generation sequencing technologies has allowed discovery of over eight million SNPs in catfish, but the challenge remains as to how to efficiently and economically use such SNP resources for genetic analysis.

RESULTS

In this work, we developed a catfish 250K SNP array using Affymetrix Axiom genotyping technology. The SNPs were obtained from multiple sources including gene-associated SNPs, anonymous genomic SNPs, and inter-specific SNPs. A set of 640K high-quality SNPs obtained following specific requirements of array design were submitted. A panel of 250,113 SNPs was finalized for inclusion on the array. The performance evaluated by genotyping individuals from wild populations and backcross families suggested the good utility of the catfish 250K SNP array.

CONCLUSIONS

This is the first high-density SNP array for catfish. The array should be a valuable resource for genome-wide association studies (GWAS), fine QTL mapping, high-density linkage map construction, haplotype analysis, and whole genome-based selection.

摘要

背景

数量性状,如抗病性,通常由一组涉及复杂调控阵列的基因控制。剖析数量性状的遗传基础需要大量具有良好基因组覆盖度的遗传标记。新一代测序技术的应用已在鲶鱼中发现了超过八百万个单核苷酸多态性(SNP),但如何高效且经济地利用这些SNP资源进行遗传分析仍是一项挑战。

结果

在本研究中,我们利用Affymetrix Axiom基因分型技术开发了一种鲶鱼250K SNP芯片。这些SNP来自多个来源,包括基因相关SNP、匿名基因组SNP和种间SNP。按照芯片设计的特定要求获得了一组640K高质量SNP,并提交上去。最终确定了一组250,113个SNP包含在芯片中。通过对野生种群和回交家系个体进行基因分型评估其性能,结果表明鲶鱼250K SNP芯片具有良好的实用性。

结论

这是首个用于鲶鱼的高密度SNP芯片。该芯片对于全基因组关联研究(GWAS)、精细数量性状位点(QTL)定位、高密度连锁图谱构建、单倍型分析以及基于全基因组的选择应是一种有价值的资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/251e/3995806/e2075299062d/1756-0500-7-135-1.jpg

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