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The Effect That Genotyping Errors Have on the Robustness of Common Linkage-Disequilibrium Measures

机译:基因分型误差对常见连锁不平衡措施的鲁棒性的影响

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摘要

The rapid development of a dense single-nucleotide–polymorphism marker map has stimulated numerous studies attempting to characterize the magnitude and distribution of background linkage disequilibrium (LD) within and between human populations. Although genotyping errors are an inherent problem in all LD studies, there have been few systematic investigations documenting their consequences on estimates of background LD. Therefore, we derived simple deterministic formulas to investigate the effect that genotyping errors have on four commonly used LD measures—D′, r, Q, and d—in studies of background LD. We have found that genotyping error rates as small as 3% can have serious affects on these LD measures, depending on the allele frequencies and the assumed error model. Furthermore, we compared the robustness of D′, r, Q, and d, in the presence of genotyping errors. In general, Q and d are more robust than D′ and r, although exceptions do exist. Finally, through stochastic simulations, we illustrate how genotyping errors can lead to erroneous inferences when measures of LD between two samples are compared.
机译:密集的单核苷酸多态性标记图谱的快速发展激发了许多研究,旨在表征人群中和人群之间背景连锁不平衡(LD)的大小和分布。尽管基因分型错误是所有LD研究中固有的问题,但很少有系统的研究来证明其对背景LD估计的影响。因此,我们推导了简单的确定性公式,以研究基因分型错误对背景LD研究中四种常用的LD测量值D',r,Q和d的影响。我们已经发现,根据等位基因频率和假定的错误模型,低至3%的基因分型错误率会对这些LD措施产生严重影响。此外,在存在基因分型错误的情况下,我们比较了D',r,Q和d的鲁棒性。通常,尽管确实存在例外情况,但是Q和d比D'和r更健壮。最后,通过随机模拟,我们说明了当比较两个样本之间的LD量度时,基因分型错误如何导致错误的推断。

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