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450K、EPICv1 和 EPICv2 DNA 甲基化芯片的技术变异性:对临床和纵向研究的经验教训。

Technical variability across the 450K, EPICv1, and EPICv2 DNA methylation arrays: lessons learned for clinical and longitudinal studies.

机构信息

Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.

Department of Psychiatry, Harvard Medical School, Boston, MA, USA.

出版信息

Clin Epigenetics. 2024 Nov 22;16(1):166. doi: 10.1186/s13148-024-01761-4.

Abstract

DNA methylation (DNAm) is the most commonly measured epigenetic mechanism in human populations, with most studies using Illumina arrays to assess DNAm levels. In 2023, Illumina updated their DNAm arrays to the EPIC version 2 (EPICv2), building on prior iterations, namely the EPIC version 1 (EPICv1) and 450K arrays. Whether DNAm measurements are stable across these three generations of arrays has yet not been investigated, limiting the ability of researchers-especially those with longitudinal data-to compare and replicate results across arrays. Here, we present results from a study of 30 child participants (15 male; 15 female) from the Drakenstein Child Health Study, who had DNAm measured on all three of the latest arrays: 450K, EPICv1, and EPICv2. Using these data, we created an annotation of probe quality across arrays, which includes the intraclass correlations, interquartile ranges, correlations, and array bias (i.e., the extent to which DNAm levels were explained by array type) of all CpGs. We also present results from an analysis of sex differences, where we found that CpGs with lower replicability across arrays had higher array-based variance, suggesting this variance metric help guide replication efforts. We also showed that epigenetic age estimates across arrays were more stable when using the principal component versions of epigenetic clocks. Ultimately, this collection of results provides a framework for investigating the replicability and longitudinal stability of epigenetic changes across multiple versions of Illumina DNAm arrays.

摘要

DNA 甲基化(DNAm)是人类群体中最常测量的表观遗传机制,大多数研究使用 Illumina 阵列来评估 DNAm 水平。2023 年,Illumina 更新了他们的 DNAm 阵列至 EPIC 版本 2(EPICv2),该版本基于之前的迭代,即 EPIC 版本 1(EPICv1)和 450K 阵列。这三种阵列的 DNAm 测量值是否稳定尚未得到研究,限制了研究人员(尤其是具有纵向数据的研究人员)在阵列之间比较和复制结果的能力。在这里,我们展示了来自 Drakenstein 儿童健康研究的 30 名儿童参与者(15 名男性;15 名女性)的研究结果,这些参与者的 DNAm 均在三种最新的阵列上进行了测量:450K、EPICv1 和 EPICv2。使用这些数据,我们创建了一个跨阵列探针质量的注释,其中包括所有 CpG 的内类相关系数、四分位间距、相关性和阵列偏差(即 DNAm 水平被阵列类型解释的程度)。我们还展示了关于性别差异的分析结果,其中我们发现,在跨阵列的复制性较低的 CpG 具有更高的基于阵列的方差,这表明该方差度量有助于指导复制工作。我们还表明,当使用表观遗传时钟的主成分版本时,跨阵列的表观遗传年龄估计更为稳定。最终,这一系列结果为研究多个版本的 Illumina DNAm 阵列上的表观遗传变化的可重复性和纵向稳定性提供了一个框架。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b54e/11583407/a4d875024d14/13148_2024_1761_Fig1_HTML.jpg

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