Comprehensive evaluation of the Infinium human MethylationEPIC v2 BeadChip

Diljeet Kaur, Sol Moe Lee, David Goldberg, Nathan J. Spix, Toshinori Hinoue, Hong-Tao Li, Varun B. Dwaraka, Ryan Smith, Hui Shen, Gangning Liang, Nicole Renke, Peter W. Laird, Wanding Zhou
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引用次数: 1

Abstract

Abstract Infinium Methylation BeadChips are widely used to profile DNA cytosine modifications in large cohort studies for reasons of cost-effectiveness, accurate quantification, and user-friendly data analysis in characterizing these canonical epigenetic marks. In this work, we conducted a comprehensive evaluation of the updated Infinium MethylationEPIC v2 BeadChip (EPICv2). Our evaluation revealed that EPICv2 offers significant improvements over its predecessors, including expanded enhancer coverage, applicability to diverse ancestry groups, support for low-input DNA down to one nanogram, coverage of existing epigenetic clocks, cell type deconvolution panels, and human trait associations, while maintaining accuracy and reproducibility. Using EPICv2, we were able to identify epigenome and sequence signatures in cell line models of DNMT and SETD2 loss and/or hypomorphism. Furthermore, we provided probe-wise evaluation and annotation to facilitate the use of new features on this array for studying the interplay between somatic mutations and epigenetic landscape in cancer genomics. In conclusion, EPICv2 provides researchers with a valuable tool for studying epigenetic modifications and their role in development and disease.
Infinium人MethylationEPIC v2头芯片的综合评价
Infinium Methylation BeadChips在大型队列研究中被广泛用于分析DNA胞嘧啶修饰,因为它具有成本效益、准确的定量和用户友好的数据分析,可以表征这些典型的表观遗传标记。在这项工作中,我们对更新的Infinium MethylationEPIC v2 BeadChip (EPICv2)进行了全面的评估。我们的评估显示,EPICv2在保持准确性和可重复性的同时,比其前辈有了显著的改进,包括扩大了增强子的覆盖范围,适用于不同的祖先群体,支持低输入DNA至1纳克,覆盖现有的表观遗传时钟,细胞类型反卷积面板和人类特征关联。使用EPICv2,我们能够在DNMT和SETD2缺失和/或半形的细胞系模型中识别表观基因组和序列特征。此外,我们还提供了探针评估和注释,以促进利用该阵列的新特征来研究癌症基因组学中体细胞突变与表观遗传景观之间的相互作用。总之,EPICv2为研究表观遗传修饰及其在发育和疾病中的作用提供了一个有价值的工具。
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