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一种强大的统计方法,用于在随机交配群体和近交群体的微卫星和单核苷酸多态性数据集中检测无效等位基因。

A robust statistical method to detect null alleles in microsatellite and SNP datasets in both panmictic and inbred populations.

作者信息

Girard Philippe

机构信息

McGill University.

出版信息

Stat Appl Genet Mol Biol. 2011;10:Article 9. doi: 10.2202/1544-6115.1620.

Abstract

Null alleles are common technical artifacts in genetic-based analysis. Powerful methods enabling their detection in either panmictic or inbred populations have been proposed. However, none of these methods appears unbiased in both types of mating systems, necessitating a priori knowledge of the inbreeding level of the population under study. To counter this problem, I propose to use the software FDist2 to detect the atypical fixation indices that characterize markers with null alleles. The rational behind this approach and the parameter settings are explained. The power of the method for various sample sizes, degrees of inbreeding and null allele frequencies is evaluated using simulated microsatellite and SNP datasets and then compared to two other null allele detection methods. The results clearly show the robustness of the method proposed here as well as its greater accuracy in both panmictic and inbred populations for both types of marker. By allowing a proper detection of null alleles for a wide range of mating systems and markers, this new method is particularly appealing for numerous genetic studies using co-dominant loci.

摘要

无效等位基因是基于遗传分析中常见的技术假象。已经提出了在随机交配或近交群体中检测它们的强大方法。然而,这些方法在这两种交配系统中似乎都没有无偏性,这就需要事先了解所研究群体的近交水平。为了解决这个问题,我建议使用软件FDist2来检测表征具有无效等位基因标记的非典型固定指数。解释了这种方法背后的原理和参数设置。使用模拟的微卫星和单核苷酸多态性数据集评估了该方法在各种样本大小、近交程度和无效等位基因频率下的功效,然后与其他两种无效等位基因检测方法进行了比较。结果清楚地表明了这里提出的方法的稳健性,以及它在随机交配和近交群体中对两种类型标记的更高准确性。通过允许对广泛的交配系统和标记进行适当的无效等位基因检测,这种新方法对于许多使用共显性位点的遗传研究特别有吸引力。

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