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Analysis and Visualization Tool for Targeted Amplicon Bisulfite Sequencing on Ion Torrent Sequencers

机译:离子洪峰测序仪上靶向亚硫酸氢盐测序的分析和可视化工具

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摘要

Targeted sequencing of PCR amplicons generated from bisulfite deaminated DNA is a flexible, cost-effective way to study methylation of a sample at single CpG resolution and perform subsequent multi-target, multi-sample comparisons. Currently, no platform specific protocol, support, or analysis solution is provided to perform targeted bisulfite sequencing on a Personal Genome Machine (PGM). Here, we present a novel tool, called TABSAT, for analyzing targeted bisulfite sequencing data generated on Ion Torrent sequencers. The workflow starts with raw sequencing data, performs quality assessment, and uses a tailored version of Bismark to map the reads to a reference genome. The pipeline visualizes results as lollipop plots and is able to deduce specific methylation-patterns present in a sample. The obtained profiles are then summarized and compared between samples. In order to assess the performance of the targeted bisulfite sequencing workflow, 48 samples were used to generate 53 different Bisulfite-Sequencing PCR amplicons from each sample, resulting in 2,544 amplicon targets. We obtained a mean coverage of 282X using 1,196,822 aligned reads. Next, we compared the sequencing results of these targets to the methylation level of the corresponding sites on an Illumina 450k methylation chip. The calculated average Pearson correlation coefficient of 0.91 confirms the sequencing results with one of the industry-leading CpG methylation platforms and shows that targeted amplicon bisulfite sequencing provides an accurate and cost-efficient method for DNA methylation studies, e.g., to provide platform-independent confirmation of Illumina Infinium 450k methylation data. TABSAT offers a novel way to analyze data generated by Ion Torrent instruments and can also be used with data from the Illumina MiSeq platform. It can be easily accessed via the Platomics platform, which offers a web-based graphical user interface along with sample and parameter storage. TABSAT is freely available under a GNU General Public License version 3.0 (GPLv3) at and .
机译:从亚硫酸氢盐脱氨的DNA生成的PCR扩增子的靶向测序是一种灵活,经济高效的方法,可用于以单个CpG分辨率研究样品的甲基化并进行后续的多目标,多样品比较。当前,没有提供平台特定的协议,支持或分析解决方案来在个人基因组机(PGM)上执行目标亚硫酸氢盐测序。在这里,我们介绍了一种称为TABSAT的新颖工具,用于分析在离子激流测序仪上生成的目标亚硫酸氢盐测序数据。该工作流程从原始测序数据开始,执行质量评估,并使用量身定制的Bismark版本将读数映射到参考基因组。该管道将​​结果可视化为棒棒糖图,并能够推断出样品中存在的特定甲基化模式。然后将获得的配置文件汇总并在样本之间进行比较。为了评估目标亚硫酸氢盐测序工作流程的性能,使用48个样品从每个样品中生成53个不同的亚硫酸氢盐测序PCR扩增子,产生2,544个扩增子靶标。我们使用1,196,822个对齐读取获得了282X的平均覆盖率。接下来,我们将这些靶标的测序结果与Illumina 450k甲基化芯片上相应位点的甲基化水平进行了比较。计算得出的平均Pearson相关系数为0.91,证实了行业领先的CpG甲基化平台之一的测序结果,并表明靶向扩增子亚硫酸氢盐测序为DNA甲基化研究提供了一种准确且经济高效的方法,例如,提供了平台无关的确认Illumina Infinium 450k甲基化数据。 TABSAT提供了一种新颖的方法来分析由Ion Torrent仪器生成的数据,也可以与Illumina MiSeq平台中的数据一起使用。可通过Platomics平台轻松访问该平台,该平台提供基于Web的图形用户界面以及样品和参数存储。 TABSAT在GNU通用公共许可证版本3.0(GPLv3)下可免费获得,网址为。

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