The power of genome-wide sib pair linkage scans for quantitative trait loci using the new Haseman–Elston regression method

P. C. Sham, J. H. Zhao
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引用次数: 1

Abstract

Power calculations for linkage analysis are typically conducted on the assumption of a single locus that affects the trait. Here we report a simple procedure for conducting a power analysis for a genome-wide linkage scan of a quantitative trait under the influence of multiple loci. This procedure is designed for sib pair data analysed by the new Haseman–Elston regression method. The results show that samples as large as 10 000 sib pairs will often not allow quantitative trait loci (QTLs) to be clearly identified. Instead, linkage genome scan using sib pairs must be regarded as a blunt screening tool that will help to focus attention to 10%, or more, of the genome.

利用新的Haseman-Elston回归方法对数量性状位点进行全基因组同胞对连锁扫描的能力
连锁分析的功率计算通常是在假设影响性状的单个位点的情况下进行的。在这里,我们报告了一个简单的程序,用于在多个位点的影响下对数量性状的全基因组连锁扫描进行功率分析。该程序设计用于用新的Haseman-Elston回归方法分析sib对数据。结果表明,在10000对以上的样本中,往往无法清晰地识别出数量性状位点(qtl)。相反,使用兄弟姐妹对的连锁基因组扫描必须被视为一种生硬的筛选工具,它将有助于将注意力集中在10%或更多的基因组上。
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