Interaction of genetic variants and methylation in transcript-level expression regulation in Alzheimer's disease by multi-omics data analysis.

IF 3.7 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY BMC Genomics Pub Date : 2025-02-20 DOI:10.1186/s12864-025-11362-x
Seonggyun Han, Soo-Ah Cho, Wongyung Choi, Karen Eilbeck, Hilary Coon, Kwangsik Nho, Younghee Lee
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Abstract

Background: Alzheimer's disease (AD) presents a significant public health problem and major cause of dementia. Not only genetic but epigenetic factors contribute to complex and heterogeneous molecular mechanisms underlying AD risk; in particular, single nucleotide polymorphisms (SNPs) and DNA methylation can lead to dysregulation of gene expression in the AD brain. Each of these regulators has been independently studied well in AD progression, however, their interactive roles, particularly when they are located differently, still remains unclear. Here, we aimed to explore the interplay between SNPs and DNA methylation in regulating transcript expression levels in the AD brain through an integrative analysis of whole-genome sequencing, RNA-seq, and methylation data measured from the dorsolateral prefrontal cortex.

Results: We identified 179 SNP-methylation combination pairs that showed statistically significant interactions associated with the expression of 67 transcripts (63 unique genes), enriched in functional pathways, including immune-related and post-synaptic assembly pathways. Particularly, a number of HLA family genes (HLA-A, HLA-B, HLA-C, HLA-DRB1, HLA-DRB5, HLA-DPA1, HLA-K, HLA-DQB1, and HLA-DMA) were observed as having expression changes associated with the interplay.

Conclusions: Our findings especially implicate immune-related pathways as targets of these regulatory interactions. SNP-methylation interactions may thus contribute to the molecular complexity underlying immune-related pathogenies in AD patients. Our study provides a new molecular knowledge in the context of the interplay between genetic and epigenetic regulations, in that it concerns transcript expression status in AD.

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通过多组学数据分析,遗传变异和甲基化在阿尔茨海默病转录水平表达调控中的相互作用
背景:阿尔茨海默病(AD)是一个重大的公共卫生问题,也是痴呆症的主要原因。遗传因素和表观遗传因素共同导致AD风险的复杂和异质性的分子机制;特别是,单核苷酸多态性(snp)和DNA甲基化可导致AD大脑中基因表达失调。这些调节因子中的每一个都在AD的进展中得到了很好的独立研究,然而,它们的相互作用,特别是当它们位于不同位置时,仍然不清楚。在这里,我们旨在通过对来自背外侧前额皮质的全基因组测序、RNA-seq和甲基化数据的综合分析,探索snp和DNA甲基化在调节AD大脑转录物表达水平方面的相互作用。结果:我们鉴定了179对snp -甲基化组合对,这些组合对与67个转录本(63个独特基因)的表达有统计学意义的相互作用,这些转录本在功能途径中丰富,包括免疫相关和突触后组装途径。特别是,一些HLA家族基因(HLA- a、HLA- b、HLA- c、HLA- drb1、HLA- drb5、HLA- dpa1、HLA- k、HLA- dqb1和HLA- dma)被观察到与相互作用相关的表达变化。结论:我们的发现特别暗示免疫相关途径是这些调节相互作用的目标。因此,snp -甲基化相互作用可能有助于AD患者免疫相关病原体的分子复杂性。我们的研究在遗传和表观遗传调控相互作用的背景下提供了新的分子知识,因为它涉及AD的转录表达状态。
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来源期刊
BMC Genomics
BMC Genomics 生物-生物工程与应用微生物
CiteScore
7.40
自引率
4.50%
发文量
769
审稿时长
6.4 months
期刊介绍: BMC Genomics is an open access, peer-reviewed journal that considers articles on all aspects of genome-scale analysis, functional genomics, and proteomics. BMC Genomics is part of the BMC series which publishes subject-specific journals focused on the needs of individual research communities across all areas of biology and medicine. We offer an efficient, fair and friendly peer review service, and are committed to publishing all sound science, provided that there is some advance in knowledge presented by the work.
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