通过纳米孔测序准确、全面地评估 O6-甲基鸟嘌呤-DNA 甲基转移酶启动子甲基化。

IF 4 2区 医学 Q1 CLINICAL NEUROLOGY Neuropathology and Applied Neurobiology Pub Date : 2024-06-01 DOI:10.1111/nan.12984
Skarphedinn Halldorsson, Richard Mark Nagymihaly, Areeba Patel, Petter Brandal, Ioannis Panagopoulos, Henning Leske, Marius Lund-Iversen, Felix Sahm, Einar O Vik-Mo
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引用次数: 0

摘要

目的:O6-甲基鸟嘌呤-DNA甲基转移酶(MGMT)启动子区的甲基化状态对于评估胶质母细胞瘤患者的预后和预测药物反应至关重要。在这项研究中,我们评估了使用纳米孔长读序测序作为评估整个 MGMT CpG 岛甲基化水平的方法的实用性,比较了它与现有技术的性能,并证明了它的临床适用性:我们使用纳米孔测序技术分析了 165 份中枢神经系统肿瘤样本,重点是 MGMT CpG-island。牛津纳米孔技术公司(ONT)的MinION和PromethION流式细胞用于单个样本或条形码检测,以CRISPR/Cas9协议、自适应采样或作为全基因组测序检测的一部分为指导。通过纳米孔测序获得的甲基化数据与通过热释光测序和甲基化珠阵列获得的结果进行了比较。对纳米孔测序数据进行了层次聚类,以对患者进行分层:结果:纳米孔测序与热释光测序的结果显示出很强的相关性(R2 = 0.91),这两种方法都分析了 MGMT 的四个 CpGs。纳米孔数据有效地再现了 MGMT-STP27 算法的分类结果。无监督分层聚类揭示了甲基化和未甲基化样本的不同模式,提供了可比的生存预测能力。纳米孔测序能在短时间内(通常在测序后数小时内)获得高置信度的结果,并将分析扩展到MGMT CpG岛的所有98个CpGs:这项研究表明,纳米孔测序是确定 MGMT 启动子甲基化状态的有效方法。它提供了一个全面的 MGMT 启动子甲基化状况视图,能够识别潜在的临床相关亚组患者。利用纳米孔测序对 MGMT 进行患者分层的临床意义值得进一步探讨。
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Accurate and comprehensive evaluation of O6-methylguanine-DNA methyltransferase promoter methylation by nanopore sequencing.

Aims: The methylation status of the O6-methylguanine-DNA methyltransferase (MGMT) promoter region is essential in evaluating the prognosis and predicting the drug response in patients with glioblastoma. In this study, we evaluated the utility of using nanopore long-read sequencing as a method for assessing methylation levels throughout the MGMT CpG-island, compared its performance to established techniques and demonstrated its clinical applicability.

Methods: We analysed 165 samples from CNS tumours, focusing on the MGMT CpG-island using nanopore sequencing. Oxford Nanopore Technologies (ONT) MinION and PromethION flow cells were employed for single sample or barcoded assays, guided by a CRISPR/Cas9 protocol, adaptive sampling or as part of a whole genome sequencing assay. Methylation data obtained through nanopore sequencing were compared to results obtained via pyrosequencing and methylation bead arrays. Hierarchical clustering was applied to nanopore sequencing data for patient stratification.

Results: Nanopore sequencing displayed a strong correlation (R2 = 0.91) with pyrosequencing results for the four CpGs of MGMT analysed by both methods. The MGMT-STP27 algorithm's classification was effectively reproduced using nanopore data. Unsupervised hierarchical clustering revealed distinct patterns in methylated and unmethylated samples, providing comparable survival prediction capabilities. Nanopore sequencing yielded high-confidence results in a rapid timeframe, typically within hours of sequencing, and extended the analysis to all 98 CpGs of the MGMT CpG-island.

Conclusions: This study presents nanopore sequencing as a valid and efficient method for determining MGMT promotor methylation status. It offers a comprehensive view of the MGMT promoter methylation landscape, which enables the identification of potentially clinically relevant subgroups of patients. Further exploration of the clinical implications of patient stratification using nanopore sequencing of MGMT is warranted.

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来源期刊
CiteScore
8.20
自引率
2.00%
发文量
87
审稿时长
6-12 weeks
期刊介绍: Neuropathology and Applied Neurobiology is an international journal for the publication of original papers, both clinical and experimental, on problems and pathological processes in neuropathology and muscle disease. Established in 1974, this reputable and well respected journal is an international journal sponsored by the British Neuropathological Society, one of the world leading societies for Neuropathology, pioneering research and scientific endeavour with a global membership base. Additionally members of the British Neuropathological Society get 50% off the cost of print colour on acceptance of their article.
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