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黑杨遗传研究的新资源:全基因组单核苷酸多态性发现及12k Infinium芯片的开发

New resources for genetic studies in Populus nigra: genome-wide SNP discovery and development of a 12k Infinium array.

作者信息

Faivre-Rampant P, Zaina G, Jorge V, Giacomello S, Segura V, Scalabrin S, Guérin V, De Paoli E, Aluome C, Viger M, Cattonaro F, Payne A, PaulStephenRaj P, Le Paslier M C, Berard A, Allwright M R, Villar M, Taylor G, Bastien C, Morgante M

机构信息

INRA, US1279 EPGV, CEA-IG/CNG, F-91057, Evry, France.

DI4A, University of Udine, via delle Scienze 206, 33100, Udine, Italy.

出版信息

Mol Ecol Resour. 2016 Jul;16(4):1023-36. doi: 10.1111/1755-0998.12513. Epub 2016 Mar 24.

Abstract

Whole genome resequencing of 51 Populus nigra (L.) individuals from across Western Europe was performed using Illumina platforms. A total number of 1 878 727 SNPs distributed along the P. nigra reference sequence were identified. The SNP calling accuracy was validated with Sanger sequencing. SNPs were selected within 14 previously identified QTL regions, 2916 expressional candidate genes related to rust resistance, wood properties, water-use efficiency and bud phenology and 1732 genes randomly spread across the genome. Over 10 000 SNPs were selected for the construction of a 12k Infinium Bead-Chip array dedicated to association mapping. The SNP genotyping assay was performed with 888 P. nigra individuals. The genotyping success rate was 91%. Our high success rate was due to the discovery panel design and the stringent parameters applied for SNP calling and selection. In the same set of P. nigra genotypes, linkage disequilibrium throughout the genome decayed on average within 5-7 kb to half of its maximum value. As an application test, ADMIXTURE analysis was performed with a selection of 600 SNPs spread throughout the genome and 706 individuals collected along 12 river basins. The admixture pattern was consistent with genetic diversity revealed by neutral markers and the geographical distribution of the populations. These newly developed SNP resources and genotyping array provide a valuable tool for population genetic studies and identification of QTLs through natural-population based genetic association studies in P. nigra.

摘要

利用Illumina平台对来自西欧各地的51株黑杨(Populus nigra (L.))个体进行了全基因组重测序。共鉴定出沿黑杨参考序列分布的1878727个单核苷酸多态性(SNP)。通过桑格测序验证了SNP的检测准确性。在14个先前确定的数量性状位点(QTL)区域、2916个与抗锈性、木材特性、水分利用效率和芽物候相关的表达候选基因以及随机分布在基因组中的1732个基因中选择了SNP。选择了超过10000个SNP用于构建专门用于关联作图的12k Infinium Bead-Chip芯片阵列。对888株黑杨个体进行了SNP基因分型检测。基因分型成功率为91%。我们的高成功率归因于发现群体设计以及用于SNP检测和选择的严格参数。在同一组黑杨基因型中,全基因组的连锁不平衡平均在5 - 7 kb内衰减至其最大值的一半。作为应用测试,利用从全基因组中选取的600个SNP和沿着12个流域收集的706个个体进行了混合分析。混合模式与中性标记揭示的遗传多样性以及种群的地理分布一致。这些新开发的SNP资源和基因分型阵列,为黑杨群体遗传学研究以及通过基于自然群体的遗传关联研究鉴定QTL提供了有价值的工具。

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