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Disagreement between two common biomarkers of global DNA methylation

机译:全球DNA甲基化的两种常见生物标志物之间的分歧

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BackgroundThe quantification of global DNA methylation has been established in epigenetic screening. As more practicable alternatives to the HPLC-based gold standard, the methylation analysis of CpG islands in repeatable elements (LINE-1) and the luminometric methylation assay (LUMA) of overall 5-methylcytosine content in “CCGG” recognition sites are most widely used. Both methods are applied as virtually equivalent, despite the hints that their results only partly agree. This triggered the present agreement assessments. ResultsThree different human cell types (cultured MCF7 and SHSY5Y cell lines treated with different chemical modulators of DNA methylation and whole blood drawn from pain patients and healthy volunteers) were submitted to the global DNA methylation assays employing LINE-1 or LUMA-based pyrosequencing measurements. The agreement between the two bioassays was assessed using generally accepted approaches to the statistics for laboratory method comparison studies. Although global DNA methylation levels measured by the two methods correlated, five different lines of statistical evidence consistently rejected the assumption of complete agreement. Specifically, a bias was observed between the two methods. In addition, both the magnitude and direction of bias were tissue-dependent. Interassay differences could be grouped based on Bayesian statistics, and these groups allowed in turn to re-identify the originating tissue. ConclusionsAlthough providing partly correlated measurements of DNA methylation, interchangeability of the quantitative results obtained with LINE-1 and LUMA was jeopardized by a consistent bias between the results. Moreover, the present analyses strongly indicate a tissue specificity of the differences between the two methods.
机译:背景技术在表观遗传学筛选中已经建立了整体DNA甲基化的定量方法。作为基于HPLC的金标准品更可行的替代方法,可重复元素(LINE-1)中CpG岛的甲基化分析和“ CCGG”识别位点中总5-甲基胞嘧啶含量的发光甲基化测定(LUMA)被广泛使用。两种方法实际上都等效,尽管暗示它们的结果仅部分一致。这触发了当前的协议评估。结果三种不同的人类细胞类型(用不同的DNA甲基化化学调节剂处理的培养的MCF7和SHSY5Y细胞系以及从疼痛患者和健康志愿者身上抽取的全血)接受了使用LINE-1或基于LUMA的焦测序技术进行的全局DNA甲基化测定。使用实验室方法比较研究中公认的统计方法评估了两种生物测定之间的一致性。尽管通过两种方法测得的全球DNA甲基化水平相关,但五种不同的统计证据一致地拒绝了完全一致的假设。具体而言,在两种方法之间观察到偏差。此外,偏倚的大小和方向均取决于组织。批间差异可基于贝叶斯统计数据进行分组,然后允许这些组重新识别原始组织。结论尽管提供了部分相关的DNA甲基化测量值,但LINE-1和LUMA定量结果的互换性受到结果之间始终存在的偏差的损害。而且,本分析强烈表明了两种方法之间差异的组织特异性。

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