利用甲基化捕获测序技术鉴定日本阿尔茨海默病患者血液中的诊断性DNA甲基化标记物

IF 4.4 2区 医学 Q1 GENETICS & HEREDITY
Risa Mitsumori, Kayoko Sawamura, Kimi Yamakoshi, Akinori Nakamura, Yutaka Arahata, Shumpei Niida, Daichi Shigemizu, Kouichi Ozaki, Nobuyoshi Shimoda
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引用次数: 0

摘要

背景:甲基化捕获测序(MC-seq)依赖于下一代测序技术,与Illumina公司开发的广泛使用的基于阵列的方法相比,在检测基因组DNA甲基化变化的分辨率和全面性方面具有优势。在本研究中,MC-seq首次用于识别阿尔茨海默病(AD)的DNA甲基化标记。结果:我们比较了12例AD合并脑淀粉样变患者和12例认知正常的日本老年无脑淀粉样变个体血液中的DNA甲基化。使用亚硫酸盐扩增子测序在两个队列中验证候选甲基化差异。在ANKH、MARS、ANKFY1、LINC00908和KLF2基因中发现了显著差异的甲基化区域,在CHRNE中发现了轻微的甲基化变化(p = 0.061)。此外,我们的AD诊断预测模型显示,将ANKH和MARS的甲基化水平与APOE基因型相结合提供了诊断准确性,在发现和验证数据集中分别实现了0.90和0.81的auc。结论:目前的结果表明,结合这些标记诊断AD的潜力,并支持我们使用下一代测序识别疾病相关DNA甲基化标记的方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Identification of diagnostic DNA methylation markers in the blood of Japanese Alzheimer's disease patients using methylation capture sequencing.

Identification of diagnostic DNA methylation markers in the blood of Japanese Alzheimer's disease patients using methylation capture sequencing.

Identification of diagnostic DNA methylation markers in the blood of Japanese Alzheimer's disease patients using methylation capture sequencing.

Identification of diagnostic DNA methylation markers in the blood of Japanese Alzheimer's disease patients using methylation capture sequencing.

Background: Methylation capture sequencing (MC-seq), which relies on next-generation sequencing technology, offers advantages over the widely used array-based approach that Illumina Inc. developed regarding both resolution and comprehensiveness for detecting DNA methylation changes across genomes. In the present study, MC-seq was employed for the first time to identify DNA methylation markers for Alzheimer's disease (AD).

Results: We compared DNA methylation in the blood of 12 AD patients with brain amyloidosis and 12 cognitively normal elderly Japanese individuals without brain amyloidosis. Candidate methylation differences were validated in the two cohorts using bisulfite amplicon sequencing. Significant differentially methylated regions were identified in the ANKH, MARS, ANKFY1, LINC00908, and KLF2 genes and a slight methylation change in CHRNE (p = 0.061). Furthermore, our AD diagnostic prediction model showed that combining the methylation levels of ANKH and MARS with the APOE genotype provided diagnostic accuracy, achieving AUCs of 0.90 and 0.81 in the discovery and validation datasets, respectively.

Conclusions: The present results suggest the potential of combining these markers for diagnosing AD and support the validity of our approach for identifying disease-related DNA methylation markers using next-generation sequencing.

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来源期刊
自引率
5.30%
发文量
150
期刊介绍: Clinical Epigenetics, the official journal of the Clinical Epigenetics Society, is an open access, peer-reviewed journal that encompasses all aspects of epigenetic principles and mechanisms in relation to human disease, diagnosis and therapy. Clinical trials and research in disease model organisms are particularly welcome.
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