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Quality evaluation of methyl binding domain based kits for enrichment DNA-methylation sequencing

机译:基于甲基结合域的试剂盒的质量评估,用于富集DNa甲基化测序

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摘要

DNA-methylation is an important epigenetic feature in health and disease. Methylated sequence capturing by Methyl Binding Domain (MBD) based enrichment followed by second-generation sequencing provides the best combination of sensitivity and cost-efficiency for genome-wide DNA-methylation profiling. However, existing implementations are numerous, and quality control and optimization require expensive external validation. Therefore, this study has two aims: 1) to identify a best performing kit for MBD-based enrichment using independent validation data, and 2) to evaluate whether quality evaluation can also be performed solely based on the characteristics of the generated sequences. Five commercially available kits for MBD enrichment were combined with Illumina GAIIx sequencing for three cell lines (HCT15, DU145, PC3). Reduced representation bisulfite sequencing data (all three cell lines) and publicly available Illumina Infinium BeadChip data (DU145 and PC3) were used for benchmarking. Consistent large-scale differences in yield, sensitivity and specificity between the different kits could be identified, with Diagenode's MethylCap kit as overall best performing kit under the tested conditions. This kit could also be identified with the Fragment CpG-plot, which summarizes the CpG content of the captured fragments, implying that the latter can be used as a tool to monitor data quality. In conclusion, there are major quality differences between kits for MBD-based capturing of methylated DNA, with the MethylCap kit performing best under the used settings. The Fragment CpG-plot is able to monitor data quality based on inherent sequence data characteristics, and is therefore a cost-efficient tool for experimental optimization, but also to monitor quality throughout routine applications.
机译:DNA甲基化是健康和疾病的重要表观遗传特征。通过基于甲基结合域(MBD)的富集进行甲基化序列捕获,然后进行第二代测序,可为全基因组DNA甲基化分析提供灵敏度和成本效率的最佳组合。但是,现有的实现方式很多,并且质量控制和优化需要昂贵的外部验证。因此,这项研究有两个目标:1)使用独立的验证数据为基于MBD的富集确定性能最佳的试剂盒,以及2)评估是否还可以仅基于生成序列的特征进行质量评估。将五个用于MBD富集的市售试剂盒与Illumina GAIIx测序相结合,用于三种细胞系(HCT15,DU145,PC3)。还原表示的亚硫酸氢盐测序数据(所有三个细胞系)和可公开获得的Illumina Infinium BeadChip数据(DU145和PC3)用于基准测试。可以确定不同试剂盒之间在产量,灵敏度和特异性方面的大规模差异,在测试条件下,Diagenode的MethylCap试剂盒是整体性能最佳的试剂盒。该试剂盒还可以通过片段CpG图进行鉴定,该图总结了捕获片段的CpG含量,这意味着后者可以用作监测数据质量的工具。总之,用于基于MBD的甲基化DNA捕获的试剂盒之间存在主要的质量差异,其中MethylCap试剂盒在使用的环境下效果最佳。 Fragment CpG-plot能够基于固有序列数据特征来监控数据质量,因此是一种经济高效的工具,可用于实验优化,而且可在整个常规应用中监控质量。

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