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跨三种组织的全基因组QTL定位突出了几个可能通过DNA甲基化起作用的阿尔茨海默病和帕金森病基因座。

Genome-wide QTL mapping across three tissues highlights several Alzheimer's and Parkinson's disease loci potentially acting via DNA methylation.

作者信息

Ohlei Olena, Sommerer Yasmine, Dobricic Valerija, Homann Jan, Deecke Laura, Schilling Marcel, Bartrés-Faz David, Cattaneo Gabriele, Düzel Sandra, Fjell Anders M, Lindenberger Ulman, Pascual-Leone Álvaro, Sedghpour Sabet Sanaz, Solé-Padullés Cristina, Tormos Josep M, Vetter Valentin M, Walhovd Kristine B, Wesse Tanja, Wittig Michael, Franke Andre, Demuth Ilja, Lill Christina M, Bertram Lars

机构信息

Lübeck Interdisciplinary Platform for Genome Analytics, University of Lübeck, Lübeck, Germany.

Institute of Epidemiology and Social Medicine, University of Münster, Münster, Germany.

出版信息

medRxiv. 2023 Dec 24:2023.12.22.23300365. doi: 10.1101/2023.12.22.23300365.

Abstract

DNA methylation (DNAm) is an epigenetic mark with essential roles in disease development and predisposition. Here, we created genome-wide maps of methylation quantitative trait loci (meQTL) in three peripheral tissues and used Mendelian randomization (MR) analyses to assess the potential causal relationships between DNAm and risk for two common neurodegenerative disorders, i.e. Alzheimer's disease (AD) and Parkinson's disease (PD). Genome-wide single nucleotide polymorphism (SNP; 5.5M sites) and DNAm (850K CpG sites) data were generated from whole blood (n=1,058), buccal (n=1,527) and saliva (n=837) specimens. We identified between 11 and 15 million genome-wide significant (p<10) SNP-CpG associations in each tissue. Combining these meQTL GWAS results with recent AD/PD GWAS summary statistics by MR strongly suggests that the previously described associations between , , and and AD may be founded on differential DNAm in or near these genes. In addition, there is strong, albeit less unequivocal, support for causal links between DNAm at in AD as well as at in AD and PD. Our study adds valuable insights on AD/PD pathogenesis by combining two high-resolution "omics" domains, and the meQTL data shared along with this publication will allow like-minded analyses in other diseases.

摘要

DNA甲基化(DNAm)是一种表观遗传标记,在疾病发展和易感性中起着重要作用。在此,我们绘制了三种外周组织中甲基化数量性状位点(meQTL)的全基因组图谱,并使用孟德尔随机化(MR)分析来评估DNAm与两种常见神经退行性疾病(即阿尔茨海默病(AD)和帕金森病(PD))风险之间的潜在因果关系。全基因组单核苷酸多态性(SNP;约550万个位点)和DNAm(约85万个CpG位点)数据来自全血(n = 1058)、颊黏膜(n = 1527)和唾液(n = 837)样本。我们在每个组织中鉴定出1100万至1500万个全基因组显著(p<10)的SNP-CpG关联。通过MR将这些meQTL全基因组关联研究(GWAS)结果与最近的AD/PD GWAS汇总统计数据相结合,有力地表明,先前描述的[具体基因]与AD之间的关联可能基于这些基因内部或附近的DNAm差异。此外,对于AD中[具体基因]的DNAm以及AD和PD中[具体基因]的DNAm之间的因果联系,存在强烈(尽管不太明确)的支持。我们的研究通过结合两个高分辨率的“组学”领域,为AD/PD发病机制提供了有价值的见解,并且随本出版物共享的meQTL数据将允许对其他疾病进行类似的分析。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c35d/10775408/222029d8c3f2/nihpp-2023.12.22.23300365v1-f0001.jpg

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