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完整的参考基因组和泛基因组利用测序和阵列数据改进全基因组DNA甲基化的检测和解释。

Complete reference genome and pangenome improve genome-wide detection and interpretation of DNA methylation using sequencing and array data.

作者信息

Dong Zheng, Whitehead Joanne, Fu Maggie, MacIsaac Julia L, Rehkopf David H, Rosero-Bixby Luis, Kobor Michael S, Korthauer Keegan

机构信息

Centre for Molecular Medicine and Therapeutics, University of British Columbia, 950 West 28th Avenue, Vancouver, BC V5Z 4H4, Canada; BC Children's Hospital Research Institute, University of British Columbia, 950 West 28th Avenue, Vancouver, BC V5Z 4H4, Canada; Genome Science and Technology Graduate Program, University of British Columbia, 100-570 West 7th Avenue, Vancouver, BC V5Z 4S6, Canada.

Centre for Molecular Medicine and Therapeutics, University of British Columbia, 950 West 28th Avenue, Vancouver, BC V5Z 4H4, Canada; BC Children's Hospital Research Institute, University of British Columbia, 950 West 28th Avenue, Vancouver, BC V5Z 4H4, Canada.

出版信息

Cell Rep. 2025 Jun 24;44(6):115755. doi: 10.1016/j.celrep.2025.115755. Epub 2025 May 28.

DOI:10.1016/j.celrep.2025.115755
PMID:
40445831
Abstract

The complete telomere-to-telomere human genome assembly (T2T-CHM13) and the draft human pangenome reference provide unique opportunities to refine DNA methylation (DNAm) studies. Here, we find that T2T-CHM13 calls 7.4% more CpGs genome wide compared to GRCh38 across four widely used short-read DNAm profiling methods and improves the evaluation of probe cross-reactivity and mismatch for Illumina DNAm arrays, yielding new and more reproducible sets of unambiguous probes. The pangenome reference further expands CpG calling by 4.5% in short-read sequencing data and identifies cross-population and population-specific unambiguous probes in DNAm arrays, owing to its improved representation of genetic diversity. These benefits facilitate the discovery of biologically relevant DNAm alterations in epigenome-wide association studies (EWASs). For instance, additional DNAm alterations enriched in cancer-related genes and pathways are identified in cancer EWASs. Together, this study highlights the practical applications of T2T-CHM13 and pangenome for genome biology and provides a basis for expansion of DNAm investigations.

摘要

完整的端粒到端粒人类基因组组装(T2T-CHM13)和人类泛基因组参考草图为完善DNA甲基化(DNAm)研究提供了独特的机会。在这里,我们发现,与GRCh38相比,在四种广泛使用的短读长DNAm分析方法中,T2T-CHM13在全基因组中识别出的CpG多7.4%,并改进了对Illumina DNAm阵列探针交叉反应性和错配的评估,产生了新的、更具可重复性的明确探针集。由于其对遗传多样性的更好表征,泛基因组参考在短读长测序数据中进一步将CpG识别率提高了4.5%,并在DNAm阵列中识别出跨群体和群体特异性的明确探针。这些优势有助于在全表观基因组关联研究(EWAS)中发现生物学上相关的DNAm改变。例如,在癌症EWAS中发现了更多富集于癌症相关基因和通路的DNAm改变。总之,本研究突出了T2T-CHM13和泛基因组在基因组生物学中的实际应用,并为扩展DNAm研究提供了基础。

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本文引用的文献

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A Novel Methylation-based Model for Prognostic Prediction in Lung Adenocarcinoma.一种用于肺腺癌预后预测的新型甲基化模型。
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DriverDBv4: a multi-omics integration database for cancer driver gene research.DriverDBv4:一个用于癌症驱动基因研究的多组学整合数据库。
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Integrative multi-omic cancer profiling reveals DNA methylation patterns associated with therapeutic vulnerability and cell-of-origin.
整合多组学癌症分析揭示了与治疗脆弱性和起源细胞相关的 DNA 甲基化模式。
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A draft human pangenome reference.人类泛基因组参考草图。
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Pangenome graph construction from genome alignments with Minigraph-Cactus.基于 Minigraph-Cactus 的基因组比对构建泛基因组图谱。
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Accurate detection of early-stage lung cancer using a panel of circulating cell-free DNA methylation biomarkers.使用一组循环游离DNA甲基化生物标志物准确检测早期肺癌。
Biomark Res. 2023 Apr 26;11(1):45. doi: 10.1186/s40364-023-00486-5.
7
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Pan-cancer landscape of aberrant DNA Methylation across childhood Cancers: Molecular Characteristics and Clinical relevance.儿童癌症中异常DNA甲基化的泛癌图谱:分子特征与临床相关性
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