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Infinium人类甲基化EPIC v2芯片的综合评估

Comprehensive Evaluation of The Infinium Human MethylationEPIC v2 BeadChip.

作者信息

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

机构信息

Center for Computational and Genomic Medicine, The Children's Hospital of Philadelphia, PA, 19104, USA.

These authors contribute equally.

出版信息

Epigenetics Commun. 2023;3(1). doi: 10.1186/s43682-023-00021-5. Epub 2023 Sep 27.

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 and 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.

摘要

由于成本效益、准确定量以及在表征这些典型表观遗传标记时用户友好的数据分析等原因,Infinium甲基化芯片在大型队列研究中被广泛用于分析DNA胞嘧啶修饰。在这项工作中,我们对更新后的Infinium MethylationEPIC v2芯片(EPICv2)进行了全面评估。我们的评估表明,EPICv2相对于其前身有显著改进,包括增强子覆盖范围扩大、适用于不同祖先群体、支持低至一纳克的低输入DNA、涵盖现代表观遗传时钟、细胞类型反卷积面板以及人类性状关联,同时保持了准确性和可重复性。使用EPICv2,我们能够在 和 缺失和/或低表达的细胞系模型中识别表观基因组和序列特征。此外,我们提供了逐探针评估和注释,以促进在该阵列上使用新功能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为研究人员提供了一个有价值的工具,用于研究表观遗传修饰及其在发育和疾病中的作用。

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