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利用单核苷酸多态性标记评估马铃薯基因组中的连锁不平衡。

Assessment of linkage disequilibrium in potato genome with single nucleotide polymorphism markers.

作者信息

Simko Ivan, Haynes Kathleen G, Jones Richard W

机构信息

United States Department of Agriculture-Agricultural Research Service, Crop Improvement and Protectin Research Unit, Salinas, CA 93905, USA.

出版信息

Genetics. 2006 Aug;173(4):2237-45. doi: 10.1534/genetics.106.060905. Epub 2006 Jun 18.

Abstract

The extent of linkage disequilibrium (LD) is an important factor in designing association mapping experiments. Unlike other plant species that have been analyzed so far for the extent of LD, cultivated potato (Solanum tuberosum L.), an outcrossing species, is a highly heterozygous autotetraploid. The favored genotypes of modern cultivars are maintained by vegetative propagation through tubers. As a first step in the LD analysis, we surveyed both coding and noncoding regions of 66 DNA fragments from 47 accessions for single nucleotide polymorphism (SNP). In the process, we combined information from the potato SNP database with experimental SNP detection. The total length of all analyzed fragments was >25 kb, and the number of screened sequence bases reached almost 1.4 million. Average nucleotide polymorphism (=11.5x10(-3)) and diversity (pi=14.6x10(-3)) was high compared to the other plant species. The overall Tajima's D value (0.5) was not significant, but indicates a deficit of low-frequency alleles relative to expectation. To eliminate the possibility that an elevated D value occurs due to population subdivision, we assessed the population structure with probabilistic statistics. The analysis did not reveal any significant subdivision, indicating a relatively homogenous population structure. However, the analysis of individual fragments revealed the presence of subgroups in the fragment closely linked to the R1 resistance gene. Data pooled from all fragments show relatively fast decay of LD in the short range (r2=0.208 at 1 kb) but slow decay afterward (r2=0.137 at approximately 70 kb). The estimate from our data indicates that LD in potato declines below 0.10 at a distance of approximately 10 cM. We speculate that two conflicting factors play a vital role in shaping LD in potato: the outcrossing mating type and the very limited number of meiotic generations.

摘要

连锁不平衡(LD)的程度是设计关联作图实验的一个重要因素。与目前已分析LD程度的其他植物物种不同,栽培马铃薯(Solanum tuberosum L.)是一种异花授粉物种,是高度杂合的同源四倍体。现代栽培品种的优良基因型通过块茎进行营养繁殖得以维持。作为LD分析的第一步,我们对来自47份材料的66个DNA片段的编码区和非编码区进行了单核苷酸多态性(SNP)检测。在此过程中,我们将马铃薯SNP数据库中的信息与实验性SNP检测相结合。所有分析片段的总长度超过25 kb,筛选的序列碱基数量几乎达到140万。与其他植物物种相比,平均核苷酸多态性(=11.5×10⁻³)和多样性(π=14.6×10⁻³)较高。总体的 Tajima's D 值(0.5)不显著,但表明低频等位基因相对于预期存在不足。为了排除由于种群细分导致 D 值升高的可能性,我们用概率统计评估了种群结构。分析未发现任何显著的细分,表明种群结构相对同质。然而,对单个片段的分析揭示了与R1抗性基因紧密连锁的片段中存在亚群。从所有片段汇总的数据显示,LD在短距离内(1 kb处r²=0.208)相对快速衰减,但之后衰减缓慢(约70 kb处r²=0.137)。根据我们的数据估计,马铃薯中的LD在大约10 cM的距离处下降到0.10以下。我们推测,两个相互矛盾的因素在塑造马铃薯的LD中起着至关重要的作用:异花授粉交配类型和减数分裂世代数量非常有限。

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