Poggiali Brando, Dupont Mikkel Eriksen, Kampmann Marie-Louise, Vidaki Athina, Pereira Vania, Børsting Claus, Tfelt-Hansen Jacob, Andersen Jeppe Dyrberg
Section of Forensic Genetics, Department of Forensic Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Department of Clinical Genetics, Maastricht University Medical Center, Maastricht, The Netherlands.
Biol Proced Online. 2025 Aug 21;27(1):34. doi: 10.1186/s12575-025-00292-3.
The HumanMethylationEPIC v2.0 BeadChip (EPIC v2.0) microarray is a widely used tool for genome-wide DNA methylation (DNAm) analysis, designed for high-quality human DNA with a recommended input of 250 ng. However, in clinical and forensic settings, DNA samples may be of low quality and/or quantity (highly fragmented and/or available in low amounts). This study assessed the performance of the EPIC v2.0 on DNA samples with various combinations of average DNA fragment size (350, 230, 165, and 95 bp) and DNA input amount (100, 50, 20, and 10 ng), compared to a paired control sample analyzed under optimal conditions (high-quality DNA and 250 ng DNA input).
The best performance was obtained for samples with average DNA fragment size of 350 bp and 100 ng DNA input (~ 90% probe detection rate, r = 0.995, and median absolute beta value differences|Δβ| = 0.012 when compared with the control sample). Samples with lower average DNA fragment sizes and DNA input amount performed worse, with the lowest probe detection rate (~ 43%), r = 0.946, and the highest|Δβ| (0.038). Samples with average DNA fragment sizes of 95 bp and those with 165 bp at 10 ng DNA input failed to pass sample quality control (QC). CpG sites with intermediate DNAm values (β = 0.1-0.9) showed higher|Δβ| than the extreme DNAm values (β = 0-0.1, and β = 0.9-1). Finally, we assessed an application of DNAm by performing epigenetic age analysis, and observed mean absolute errors (MAEs) below 10 years for 350 bp samples across four epigenetic clocks.
Both DNA fragment size and DNA input amounts affect DNAm analysis on the EPIC v2.0, with the investigated DNA fragment size having a greater impact than the investigated DNA input amount. DNAm measurements were achieved with the EPIC v2.0 microarray down to an average DNA fragment size of 165 bp and a 20 ng DNA input. Highly fragmented DNA (95 bp) did not result in usable DNAm analysis as all samples failed QC. Overall, our study demonstrates the potential and limitations of EPIC v2.0 microarray with low quality and quantity DNA samples.
HumanMethylationEPIC v2.0 基因芯片(EPIC v2.0)是一种广泛用于全基因组 DNA 甲基化(DNAm)分析的工具,设计用于高质量人类 DNA,推荐输入量为 250 ng。然而,在临床和法医环境中,DNA 样本可能质量低和/或数量少(高度片段化和/或量少)。本研究评估了 EPIC v2.0 在具有不同平均 DNA 片段大小(350、230、165 和 95 bp)和 DNA 输入量(100、50、20 和 10 ng)组合的 DNA 样本上的性能,并与在最佳条件下(高质量 DNA 和 250 ng DNA 输入)分析的配对对照样本进行比较。
平均 DNA 片段大小为 350 bp 且 DNA 输入量为 100 ng 的样本表现最佳(与对照样本相比,探针检测率约为 90%,r = 0.995,中位绝对β值差异|Δβ| = 0.012)。平均 DNA 片段大小和 DNA 输入量较低的样本表现较差,探针检测率最低(约 43%),r = 0.946,|Δβ|最高(0.038)。平均 DNA 片段大小为 95 bp 的样本以及 10 ng DNA 输入量且平均片段大小为 165 bp 的样本未能通过样本质量控制(QC)。DNAm 值处于中等水平(β = 0.1 - 0.9)的 CpG 位点显示出比极端 DNAm 值(β = 0 - 0.1 和β = 0.9 - 1)更高的|Δβ|。最后,我们通过进行表观遗传年龄分析评估了 DNAm 的应用,并观察到 350 bp 样本在四个表观遗传时钟上的平均绝对误差(MAE)低于 10 年。
DNA 片段大小和 DNA 输入量均会影响 EPIC v2.0 上的 DNAm 分析,所研究的 DNA 片段大小的影响大于所研究的 DNA 输入量。使用 EPIC v2.0 基因芯片可实现平均 DNA 片段大小低至 165 bp 和 20 ng DNA 输入量的 DNAm 测量。高度片段化的 DNA(95 bp)由于所有样本均未通过 QC,未产生可用的 DNAm 分析结果。总体而言,我们的研究证明了 EPIC v2.0 基因芯片在低质量和低数量 DNA 样本上的潜力和局限性。