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Undetected Genotyping Errors Cause Apparent Overtransmission of Common Alleles in the Transmission/Disequilibrium Test

机译:未检测到的基因分型错误导致传输/不平衡测试中常见等位基因的明显超传输

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摘要

The transmission/disequilibrium test (TDT), a family-based test of linkage and association, is a popular and intuitive statistical test for studies of complex inheritance, as it is nonparametric and robust to population stratification. We carried out a literature search and located 79 significant TDT-derived associations between a microsatellite marker allele and a disease. Among these, there were 31 (39%) in which the most common allele was found to exhibit distorted transmission to affected offspring, implying that the allele may be associated with either susceptibility to or protection from a disease. In 27 of these 31 studies (87%), the most common allele appeared to be overtransmitted to affected offspring (a risk factor), and, in the remaining 4 studies, the most common allele appeared to be undertransmitted (a protective factor). In a second literature search, we identified 92 case-control studies in which a microsatellite marker allele was found to have significantly different frequencies in case and control groups. Of these, there were 37 instances (40%) in which the most common allele was involved. In 12 of these 37 studies (32%), the most common allele was enriched in cases relative to controls (a risk factor), and, in the remaining 25 studies, the most common allele was enriched in controls (a protective factor). Thus, the most common allele appears to be a risk factor when identified through the TDT, and it appears to be protective when identified through case-control analysis. To understand this phenomenon, we incorporated an error model into the calculation of the TDT statistic. We show that undetected genotyping error can cause apparent transmission distortion at markers with alleles of unequal frequency. We demonstrate that this distortion is in the direction of overtransmission for common alleles. Therefore, we conclude that undetected genotyping errors may be contributing to an inflated false-positive rate among reported TDT-derived associations and that genotyping fidelity must be increased.
机译:传输/不平衡检验(TDT)是基于家庭的联系和关联性检验,是一种用于复杂继承研究的流行且直观的统计检验,因为它是非参数且对人口分层具有鲁棒性。我们进行了文献搜索,并找到了微卫星标记等位基因与疾病之间79个重要的TDT派生关联。在这些人中,有31个(39%)发现最常见的等位基因向受影响的后代表现出扭曲的传播,这意味着等位基因可能与对疾病的易感性或疾病的预防相关。在这31项研究中的27项(87%)中,最常见的等位基因似乎过度传播给受影响的后代(一种危险因素),而在其余4项研究中,最常见的等位基因似乎传播不足(一种保护因素)。在第二次文献检索中,我们确定了92个病例对照研究,其中发现微卫星标记等位基因在病例组和对照组中的频率显着不同。其中,有37个病例(占40%)涉及最常见的等位基因。在这37项研究中的12项(占32%)中,最常见的等位基因在相对于对照的病例中富集(一种危险因素),而在其余25项研究中,最常见的等位基因在对照中富集了一种(保护因子)。因此,当通过TDT鉴定时,最常见的等位基因似乎是危险因素,而通过病例对照分析鉴定时,它似乎是保护性的。为了理解这种现象,我们在TDT统计量的计算中加入了一个误差模型。我们表明,未检测到的基因分型错误会导致等位基因频率不相等的标记处出现明显的传递畸变。我们证明,这种畸变是针对普通等位基因的过度传递。因此,我们得出的结论是,在报告的TDT派生的关联中,未检测到的基因分型错误可能导致虚假阳性率升高,并且必须提高基因分型的保真度。

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