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首页> 外文期刊>Genetics research international >Power Estimation for Gene-Longevity Association Analysis Using Concordant Twins
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Power Estimation for Gene-Longevity Association Analysis Using Concordant Twins

机译:使用协和双生子进行基因寿命关联分析的功率估计

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摘要

Statistical power is one of the major concerns in genetic association studies. Related individuals such as twins are valuable samples for genetic studies because of their genetic relatedness. Phenotype similarity in twin pairs provides evidence of genetic control over the phenotype variation in a population. The genetic association study on human longevity, a complex trait that is under control of both genetic and environmental factors, has been confronted by the small sample sizes of longevity subjects which limit statistical power. Twin pairs concordant for longevity have increased probability for carrying beneficial genes and thus are useful samples for gene-longevity association analysis. We conducted a computer simulation to estimate the power of association study using longevity concordant twin pairs. We observed remarkable power increases in using singletons from longevity concordant twin pairs as cases in comparison with cases of sporadic proband. A similar power would require doubled sample sizes for fraternal twins than for identical twins who are concordant for longevity suggesting that longevity concordant identical twins are more efficient samples than fraternal twins. We also observed an approximate of 2- to 3-fold increase in sample sizes needed for longevity cutoff at age 90 as compared with that at age 95. Overall, our results showed high value of twins in genetic association studies on human longevity.
机译:统计能力是遗传关联研究的主要关注之一。诸如双胞胎之类的相关个体由于其遗传相关性而成为遗传研究的宝贵样本。双胞胎对中的表型相似性提供了对种群表型变异进行遗传控制的证据。关于人类寿命的遗传协会研究是一个受遗传和环境因素共同控制的复杂性状,它面临着寿命有限的小样本样本,这限制了统计能力。符合寿命的双胞胎对携带有益基因的可能性增加,因此是进行基因寿命关联分析的有用样本。我们进行了计算机模拟,以估计使用寿命长寿双胞胎对的联想研究的力量。与零星先证者的情况相比,我们观察到使用寿命一致的双胞胎对的单身人士时功率显着增加。相似的功效要求异卵双胞胎的样本数量要比一致寿命的同卵双胞胎要大一倍,这表明长寿一致的同卵双胞胎比异卵双胞胎更有效。我们还观察到,与95岁时相比,90岁时长寿截止所需的样本量大约增加了2到3倍。总体而言,我们的结果表明,双胞胎在人类长寿遗传关联研究中具有很高的价值。

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