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最小甲基化分类器(MIMIC):一种用于推导和快速诊断检测疾病相关 DNA 甲基化特征的新方法。

Minimal methylation classifier (MIMIC): A novel method for derivation and rapid diagnostic detection of disease-associated DNA methylation signatures.

机构信息

Wolfson Childhood Cancer Research Centre, Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, UK.

Northumbria University, Newcastle upon Tyne, UK.

出版信息

Sci Rep. 2017 Oct 18;7(1):13421. doi: 10.1038/s41598-017-13644-1.

Abstract

Rapid and reliable detection of disease-associated DNA methylation patterns has major potential to advance molecular diagnostics and underpin research investigations. We describe the development and validation of minimal methylation classifier (MIMIC), combining CpG signature design from genome-wide datasets, multiplex-PCR and detection by single-base extension and MALDI-TOF mass spectrometry, in a novel method to assess multi-locus DNA methylation profiles within routine clinically-applicable assays. We illustrate the application of MIMIC to successfully identify the methylation-dependent diagnostic molecular subgroups of medulloblastoma (the most common malignant childhood brain tumour), using scant/low-quality samples remaining from the most recently completed pan-European medulloblastoma clinical trial, refractory to analysis by conventional genome-wide DNA methylation analysis. Using this approach, we identify critical DNA methylation patterns from previously inaccessible cohorts, and reveal novel survival differences between the medulloblastoma disease subgroups with significant potential for clinical exploitation.

摘要

快速可靠地检测与疾病相关的 DNA 甲基化模式,具有极大的潜力来推动分子诊断,并为研究调查提供支持。我们描述了最小甲基化分类器(MIMIC)的开发和验证,该分类器结合了来自全基因组数据集的 CpG 特征设计、多重 PCR 以及通过单碱基延伸和 MALDI-TOF 质谱检测,是一种在常规临床应用中评估多位点 DNA 甲基化谱的新方法。我们举例说明了 MIMIC 的应用,成功地鉴定了髓母细胞瘤(最常见的儿童脑癌)的甲基化相关诊断分子亚组,这些样本来自最近完成的泛欧洲髓母细胞瘤临床试验,常规全基因组 DNA 甲基化分析难以分析。使用这种方法,我们从以前无法获得的队列中确定了关键的 DNA 甲基化模式,并揭示了髓母细胞瘤疾病亚组之间新的生存差异,具有重要的临床应用潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e16d/5647382/3f11d17c2434/41598_2017_13644_Fig1_HTML.jpg

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