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基于微卫星或单核苷酸多态性标记图谱的无模型连锁分析中基因分型误差的影响。

Effect of genotyping error in model-free linkage analysis using microsatellite or single-nucleotide polymorphism marker maps.

机构信息

Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, OH, USA.

出版信息

BMC Genet. 2005 Dec 30;6 Suppl 1(Suppl 1):S153. doi: 10.1186/1471-2156-6-S1-S153.

Abstract

Errors while genotyping are inevitable and can reduce the power to detect linkage. However, does genotyping error have the same impact on linkage results for single-nucleotide polymorphism (SNP) and microsatellite (MS) marker maps? To evaluate this question we detected genotyping errors that are consistent with Mendelian inheritance using large changes in multipoint identity-by-descent sharing in neighboring markers. Only a small fraction of Mendelian consistent errors were detectable (e.g., 18% of MS and 2.4% of SNP genotyping errors). More SNP genotyping errors are Mendelian consistent compared to MS genotyping errors, so genotyping error may have a greater impact on linkage results using SNP marker maps. We also evaluated the effect of genotyping error on the power and type I error rate using simulated nuclear families with missing parents under 0, 0.14, and 2.8% genotyping error rates. In the presence of genotyping error, we found that the power to detect a true linkage signal was greater for SNP (75%) than MS (67%) marker maps, although there were also slightly more false-positive signals using SNP marker maps (5 compared with 3 for MS). Finally, we evaluated the usefulness of accounting for genotyping error in the SNP data using a likelihood-based approach, which restores some of the power that is lost when genotyping error is introduced.

摘要

基因分型过程中难免会出现错误,这可能会降低检测连锁的能力。然而,基因分型错误对于单核苷酸多态性(SNP)和微卫星(MS)标记图谱的连锁结果是否具有相同的影响呢?为了评估这个问题,我们利用相邻标记间多点亲缘关系共享的大幅变化,检测了符合孟德尔遗传规律的基因分型错误。只有一小部分孟德尔一致性错误是可检测到的(例如,MS 中有 18%,SNP 中有 2.4%)。与 MS 基因分型错误相比,SNP 基因分型错误中有更多的孟德尔一致性错误,因此基因分型错误可能对使用 SNP 标记图谱的连锁结果产生更大的影响。我们还使用缺失父母的模拟核家庭,在 0、0.14 和 2.8%的基因分型错误率下,评估了基因分型错误对连锁分析效能和Ⅰ型错误率的影响。在存在基因分型错误的情况下,我们发现 SNP(75%)标记图谱比 MS(67%)标记图谱更能检测到真实的连锁信号,尽管 SNP 标记图谱也会产生稍微多一些的假阳性信号(MS 为 3 个,而 SNP 为 5 个)。最后,我们使用基于似然的方法评估了在 SNP 数据中考虑基因分型错误的有用性,该方法可以恢复引入基因分型错误时失去的部分效能。

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