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利用全基因组 SNP 芯片对德国索布族隔离人群与德国 KORA 人群进行群体遗传学比较。

Population-genetic comparison of the Sorbian isolate population in Germany with the German KORA population using genome-wide SNP arrays.

机构信息

Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Haertelstrasse 16-18, 04107 Leipzig, Germany.

出版信息

BMC Genet. 2011 Jul 28;12:67. doi: 10.1186/1471-2156-12-67.

Abstract

BACKGROUND

The Sorbs are an ethnic minority in Germany with putative genetic isolation, making the population interesting for disease mapping. A sample of N = 977 Sorbs is currently analysed in several genome-wide meta-analyses. Since genetic differences between populations are a major confounding factor in genetic meta-analyses, we compare the Sorbs with the German outbred population of the KORA F3 study (N = 1644) and other publically available European HapMap populations by population genetic means. We also aim to separate effects of over-sampling of families in the Sorbs sample from effects of genetic isolation and compare the power of genetic association studies between the samples.

RESULTS

The degree of relatedness was significantly higher in the Sorbs. Principal components analysis revealed a west to east clustering of KORA individuals born in Germany, KORA individuals born in Poland or Czech Republic, Half-Sorbs (less than four Sorbian grandparents) and Full-Sorbs. The Sorbs cluster is nearest to the cluster of KORA individuals born in Poland. The number of rare SNPs is significantly higher in the Sorbs sample. FST between KORA and Sorbs is an order of magnitude higher than between different regions in Germany. Compared to the other populations, Sorbs show a higher proportion of individuals with runs of homozygosity between 2.5 Mb and 5 Mb. Linkage disequilibrium (LD) at longer range is also slightly increased but this has no effect on the power of association studies. Oversampling of families in the Sorbs sample causes detectable bias regarding higher FST values and higher LD but the effect is an order of magnitude smaller than the observed differences between KORA and Sorbs. Relatedness in the Sorbs also influenced the power of uncorrected association analyses.

CONCLUSIONS

Sorbs show signs of genetic isolation which cannot be explained by over-sampling of relatives, but the effects are moderate in size. The Slavonic origin of the Sorbs is still genetically detectable. Regarding LD structure, a clear advantage for genome-wide association studies cannot be deduced. The significant amount of cryptic relatedness in the Sorbs sample results in inflated variances of Beta-estimators which should be considered in genetic association analyses.

摘要

背景

索布人是德国的一个少数民族,具有潜在的遗传隔离,因此该人群对于疾病图谱绘制很有研究价值。目前,我们正在对 977 名索布人的样本进行多项全基因组元分析。由于人群之间的遗传差异是遗传元分析的主要混杂因素,因此我们通过群体遗传学方法,将索布人与德国 KORA F3 研究的外群体(N=1644)和其他公开的欧洲 HapMap 群体进行比较。我们还旨在将索布人样本中家庭过度抽样的影响与遗传隔离的影响区分开来,并比较两个样本中遗传关联研究的效能。

结果

索布人群体的亲缘关系程度显著更高。主成分分析显示,在德国出生的 KORA 个体、在波兰或捷克共和国出生的 KORA 个体、半索布人(少于四个索布族祖辈)和全索布人呈现出由西向东的聚类。索布人群体与在波兰出生的 KORA 个体聚类最接近。索布人样本中的稀有 SNP 数量显著更高。KORA 与索布人之间的 FST 比德国不同地区之间的 FST 高一个数量级。与其他群体相比,索布人具有更长范围的连锁不平衡(LD),且杂合子纯合段在 2.5Mb 到 5Mb 之间的个体比例也更高。尽管 LD 略有增加,但这对关联研究的效能没有影响。索布人样本中家庭的过度抽样导致 FST 值和 LD 升高,但影响幅度比 KORA 与索布人之间观察到的差异小一个数量级。索布人群体中的亲缘关系也影响了未经校正的关联分析的效能。

结论

索布人表现出遗传隔离的迹象,这种迹象不能用亲属的过度抽样来解释,但这种影响的幅度适中。索布人的斯拉夫起源在遗传上仍然可以检测到。关于 LD 结构,不能推断出全基因组关联研究具有明显优势。索布人样本中大量隐匿的亲缘关系导致 Beta 估计值的方差膨胀,在遗传关联分析中应考虑到这一点。

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