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全基因组甲基化谱分析技术的发展

Evolution of genome-wide methylation profiling technologies.

作者信息

Montano Carolina, Timp Winston

机构信息

Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Maryland 21218, USA.

Division of Human Genetics, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA.

出版信息

Genome Res. 2025 Apr 14;35(4):572-582. doi: 10.1101/gr.278407.123.

DOI:10.1101/gr.278407.123
PMID:40228903
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12047278/
Abstract

In this mini-review, we explore the advancements in genome-wide DNA methylation profiling, tracing the evolution from traditional methods such as methylation arrays and whole-genome bisulfite sequencing to the cutting-edge single-molecule profiling enabled by long-read sequencing (LRS) technologies. We highlight how LRS is transforming clinical and translational research, particularly by its ability to simultaneously measure genetic and epigenetic information, providing a more comprehensive understanding of complex disease mechanisms. We discuss current challenges and future directions in the field, emphasizing the need for innovative computational tools and robust, reproducible approaches to fully harness the capabilities of LRS in molecular diagnostics.

摘要

在本综述中,我们探讨了全基因组DNA甲基化分析的进展,追溯了从传统方法(如甲基化芯片和全基因组亚硫酸氢盐测序)到长读长测序(LRS)技术实现的前沿单分子分析的演变。我们强调了LRS如何正在改变临床和转化研究,特别是其能够同时测量遗传和表观遗传信息,从而更全面地理解复杂疾病机制。我们讨论了该领域当前的挑战和未来方向,强调需要创新的计算工具以及稳健、可重复的方法,以充分利用LRS在分子诊断中的能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d003/12047278/4c314f226f7c/572f02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d003/12047278/1441ce37f0a7/572f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d003/12047278/4c314f226f7c/572f02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d003/12047278/1441ce37f0a7/572f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d003/12047278/4c314f226f7c/572f02.jpg

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本文引用的文献

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Assessing DNA methylation detection for primary human tissue using Nanopore sequencing.使用纳米孔测序评估原发性人体组织的DNA甲基化检测。
Genome Res. 2025 Apr 14;35(4):632-643. doi: 10.1101/gr.279159.124.
2
Synchronized long-read genome, methylome, epigenome and transcriptome profiling resolve a Mendelian condition.同步长读长基因组、甲基化组、表观基因组和转录组分析解析一种孟德尔遗传病。
Nat Genet. 2025 Feb;57(2):469-479. doi: 10.1038/s41588-024-02067-0. Epub 2025 Jan 29.
3
Concordance of Whole-Genome Long-Read Sequencing with Standard Clinical Testing for Prader-Willi and Angelman Syndromes.
全基因组长读长测序与普拉德-威利综合征和安吉尔曼综合征标准临床检测的一致性
J Mol Diagn. 2025 Mar;27(3):166-176. doi: 10.1016/j.jmoldx.2024.12.003. Epub 2025 Jan 3.
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Long-read sequencing of an advanced cancer cohort resolves rearrangements, unravels haplotypes, and reveals methylation landscapes.对一个高级癌症队列进行长读测序可解决重排问题、阐明单倍型并揭示甲基化景观。
Cell Genom. 2024 Nov 13;4(11):100674. doi: 10.1016/j.xgen.2024.100674. Epub 2024 Oct 14.
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High-coverage nanopore sequencing of samples from the 1000 Genomes Project to build a comprehensive catalog of human genetic variation.对 1000 基因组计划样本进行高覆盖度的纳米孔测序,构建人类遗传变异综合目录。
Genome Res. 2024 Nov 20;34(11):2061-2073. doi: 10.1101/gr.279273.124.
6
Diagnostic utility of DNA methylation analysis in genetically unsolved pediatric epilepsies and CHD2 episignature refinement.DNA 甲基化分析在遗传性未解决的儿科癫痫和 CHD2 外显子标记细化中的诊断效用。
Nat Commun. 2024 Aug 6;15(1):6524. doi: 10.1038/s41467-024-50159-6.
7
The correlation between CpG methylation and gene expression is driven by sequence variants.CpG 甲基化与基因表达的相关性受序列变异驱动。
Nat Genet. 2024 Aug;56(8):1624-1631. doi: 10.1038/s41588-024-01851-2. Epub 2024 Jul 24.
8
MethPhaser: methylation-based long-read haplotype phasing of human genomes.MethPhaser:基于甲基化的人类基因组长读长单倍型相位分析。
Nat Commun. 2024 Jun 22;15(1):5327. doi: 10.1038/s41467-024-49588-0.
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CelFiE-ISH: a probabilistic model for multi-cell type deconvolution from single-molecule DNA methylation haplotypes.CelFiE-ISH:一种从单分子 DNA 甲基化单倍型中推断多细胞类型的概率模型。
Genome Biol. 2024 Jun 10;25(1):151. doi: 10.1186/s13059-024-03275-x.
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Nat Genet. 2024 Jun;56(6):1300-1309. doi: 10.1038/s41588-024-01748-0. Epub 2024 May 9.