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利用 AFLP、SSR 和 SNP 标记对欧洲玉米自交系进行遗传多样性分析,结果表明 SNP 子集存在选择偏倚。

Genetic diversity analysis of elite European maize (Zea mays L.) inbred lines using AFLP, SSR, and SNP markers reveals ascertainment bias for a subset of SNPs.

机构信息

Department of Agroenvironmental Sciences and Technologies, University of Bologna, Viale Fanin 44, 40127 Bologna, Italy.

出版信息

Theor Appl Genet. 2013 Jan;126(1):133-41. doi: 10.1007/s00122-012-1968-6. Epub 2012 Sep 4.

DOI:10.1007/s00122-012-1968-6
PMID:22945268
Abstract

Recent advances in high-throughput sequencing technologies have triggered a shift toward single-nucleotide polymorphism (SNP) markers. A systematic bias can be introduced if SNPs are ascertained in a small panel of genotypes and then used for characterizing a larger population (ascertainment bias). With the objective of evaluating a potential ascertainment bias of the Illumina MaizeSNP50 array with respect to elite European maize dent and flint inbred lines, we compared the genetic diversity among these materials based on 731 amplified fragment length polymorphisms (AFLPs), 186 simple sequence repeats (SSRs), 41,434 SNPs of the MaizeSNP50 array (SNP-A), and two subsets of it, i.e., 30,068 Panzea (SNP-P) and 11,366 Syngenta markers (SNP-S). We evaluated the bias effects on major allele frequency, allele number, gene diversity, modified Roger's distance (MRD), and on molecular variance (AMOVA). We revealed ascertainment bias in SNP-A, compared to AFLPs and SSRs. It affected especially European flint lines analyzed with markers (SNP-S) specifically developed to maximize differences among North American dent germplasm. The bias affected all genetic parameters, but did not substantially alter the relative distances between inbred lines within groups. For these reasons, we conclude that the SNP markers of the MaizeSNP50 array can be employed for breeding purposes in the investigated material. However, attention should be paid in case of comparisons between genotypes belonging to different heterotic groups. In this case, it is advisable to prefer a marker subset with potentially low ascertainment bias, like in our case the SNP-P marker set.

摘要

高通量测序技术的最新进展促使人们转向单核苷酸多态性(SNP)标记。如果在一小部分基因型中确定 SNP,然后用于描述更大的群体(确定偏差),就会引入系统偏差。为了评估 Illumina MaizeSNP50 阵列对欧洲优秀玉米齿状和燧石自交系的潜在确定偏差,我们根据 731 个扩增片段长度多态性(AFLP)、186 个简单序列重复(SSR)、MaizeSNP50 阵列的 41434 个 SNP(SNP-A)以及其中的两个子集(SNP-P 和 SNP-S)比较了这些材料之间的遗传多样性。SNP-P 和 SNP-S),即 30068 个 Panzea(SNP-P)和 11366 个 Syngenta 标记(SNP-S)。我们评估了主要等位基因频率、等位基因数量、基因多样性、改良的 Roger 距离(MRD)和分子方差(AMOVA)的偏差效应。与 AFLP 和 SSR 相比,我们发现 SNP-A 存在确定偏差。它特别影响了用专门开发的标记(SNP-S)分析的欧洲燧石系,以最大限度地扩大北美齿状种质之间的差异。偏差影响了所有遗传参数,但并没有实质性地改变群体内自交系之间的相对距离。因此,我们得出结论,MaizeSNP50 阵列的 SNP 标记可以用于研究材料的育种目的。但是,如果在属于不同杂种优势群的基因型之间进行比较,应该注意。在这种情况下,建议选择具有潜在低确定偏差的标记子集,如我们的 SNP-P 标记集。

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