Institute of Evolutionary Biology, School of Biological Sciences, University of Edinburgh, West Mains Road, Edinburgh, EH9 3JT, UK.
Mol Ecol. 2013 Jun;22(11):3151-64. doi: 10.1111/mec.12084. Epub 2012 Oct 30.
Restriction site-associated DNA Sequencing (RAD-Seq) is an economical and efficient method for SNP discovery and genotyping. As with other sequencing-by-synthesis methods, RAD-Seq produces stochastic count data and requires sensitive analysis to develop or genotype markers accurately. We show that there are several sources of bias specific to RAD-Seq that are not explicitly addressed by current genotyping tools, namely restriction fragment bias, restriction site heterozygosity and PCR GC content bias. We explore the performance of existing analysis tools given these biases and discuss approaches to limiting or handling biases in RAD-Seq data. While these biases need to be taken seriously, we believe RAD loci affected by them can be excluded or processed with relative ease in most cases and that most RAD loci will be accurately genotyped by existing tools.
限制性位点相关 DNA 测序(RAD-Seq)是一种经济高效的 SNP 发现和基因分型方法。与其他测序合成方法一样,RAD-Seq 产生随机计数数据,需要进行敏感的分析才能准确地开发或基因分型标记。我们表明,RAD-Seq 存在几种特定的偏倚,这些偏倚当前的基因分型工具并没有明确解决,即限制片段偏倚、限制位点杂合性和 PCR GC 含量偏倚。我们探讨了在存在这些偏倚的情况下现有分析工具的性能,并讨论了限制或处理 RAD-Seq 数据偏倚的方法。虽然这些偏倚需要认真对待,但我们认为在大多数情况下,受这些偏倚影响的 RAD 基因座可以被排除或相对容易地处理,并且大多数 RAD 基因座将被现有工具准确地基因分型。