Characterization of the Illumina EPIC Array for Optimal Applications in Epigenetic Research Targeting Diverse Human Populations.

Epigenetics communications Pub Date : 2022-01-01 Epub Date: 2022-12-01 DOI:10.1186/s43682-022-00015-9
Zhou Zhang, Chang Zeng, Wei Zhang
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Abstract

The Illumina EPIC array is widely used for high-throughput profiling of DNA cytosine modifications in human samples, covering more than 850,000 modification sites across various genomic features. The application of this platform is expected to provide novel insights into the epigenetic contribution to human complex traits and diseases. Considering the diverse inter-population genetic and epigenetic variation, it will benefit the research community with a comprehensive characterization of this platform for its applicability to major global populations. Specifically, we mapped 866,836 CpG probes from the EPIC array to the human genome reference. We detected 91,034 CpG probes that did not align reliably to the human genome reference. In addition, 21,256 CpG probes were found to ambiguously map to multiple loci in the human genome, and 448 probes showing inaccurate genomic information from the original Illumina annotations. We further characterized those uniquely mapped CpG probes in terms of whether they contained common genetic variants, i.e., single nucleotide polymorphisms (SNPs), in major global populations, by utilizing the 1000 Genomes Project data. A list of optimal CpG probes on the EPIC array was generated for major global populations, with the aim of providing a resource to facilitate future studies of diverse human populations. In conclusion, our analysis indicated that studies of diverse human populations using the EPIC array would be benefited by taking into account of the technical features of this platform.

Abstract Image

Abstract Image

表征Illumina EPIC阵列在不同人群表观遗传学研究中的最佳应用
Illumina EPIC阵列广泛用于人类样品中DNA胞嘧啶修饰的高通量分析,涵盖了各种基因组特征的超过850,000个修饰位点。该平台的应用有望为人类复杂性状和疾病的表观遗传贡献提供新的见解。考虑到种群间遗传和表观遗传变异的多样性,全面表征该平台对全球主要种群的适用性将有利于研究界。具体来说,我们将来自EPIC阵列的866,836个CpG探针映射到人类基因组参考。我们检测到91,034个CpG探针与人类基因组参考不可靠地对齐。此外,发现21,256个CpG探针与人类基因组中的多个位点存在歧义,448个探针显示了原始Illumina注释中不准确的基因组信息。利用1000基因组计划的数据,我们进一步表征了这些独特定位的CpG探针是否包含全球主要人群中的常见遗传变异,即单核苷酸多态性(snp)。针对全球主要人群,生成了EPIC阵列上的最佳CpG探针列表,旨在为未来不同人群的研究提供资源。总之,我们的分析表明,考虑到该平台的技术特点,使用EPIC阵列对不同人群进行研究将受益。
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