Department of Epidemiology and Health Statistics, Public Health College, Qingdao University, Qingdao, 266021, Shandong Province, China.
Epidemiology and Biostatistics, Department of Public Health, University of Southern Denmark, DK-5000, Odense C, Denmark.
J Psychiatr Res. 2021 Apr;136:571-580. doi: 10.1016/j.jpsychires.2020.10.031. Epub 2020 Oct 27.
Cognitive ability plays an important role in mental and physical well-beings in the increasingly ageing populations. Here, based on a sample of 30 cognitive function-discordant monozygotic twin pairs, we aimed to detect specific epigenetic variants potentially related to cognitive function by conducting an epigenome-wide association study (EWAS). Association between methylation level of single CpG site with cognitive function score was tested by linear mixed effect model. Functions of cis-regulatory regions and ontology enrichments were predicted by Genomic Regions Enrichment of Annotations Tool (GREAT). Differentially methylated regions (DMRs) were detected by comb-p python library. A list of 28 CpG sites were identified to reach the level of P < 1 × 10, and the strongest association (cor = 0.138, P = 2.549 × 10) was detected for DNA CpG site (Chr17: 40,700,490 bp) located at HSD17B1P1. The identified 14,065 genomic CpG sites (P < 0.05) were mapped to 2646 genes, especially HSD17B1P1, CUL4A, INTS8, GFI1B, ZNF467, CDH15, and PSMA1. GREAT ontology enrichments mainly highlighted nicotine pharmacodynamics pathway, GABA-B receptor II/nicotinic acetylcholine receptor/hedgehog/endothelin/Wnt signaling pathways, Parkinson disease, Huntington disease, glycolysis, neuronal system, and toll-like receptor binding. We detected 15 DMRs located at/near 16 genes, especially LINC01551, LINC02282, and FAM32A. And 32 cognitive function-associated differentially methylated genes could be replicated, such as SHANK2, ABCA2, PRDM16, NCOR2, and INPP5A. Our EWAS in monozygotic twins identify specific epigenetic variations which are significantly involved in functional genes, biological function and pathways that mediate cognitive function. The findings provide clues to further identify new diagnostic biomarkers and therapeutic targets for cognitive dysfunction.
认知能力在人口老龄化日益加剧的情况下对身心健康起着重要作用。在这里,我们基于 30 对认知功能不一致的同卵双胞胎样本,通过全基因组关联研究(EWAS)旨在检测与认知功能相关的特定表观遗传变异。通过线性混合效应模型测试单个 CpG 位点的甲基化水平与认知功能评分之间的关联。通过基因组区域富集注释工具(GREAT)预测顺式调控区域的功能和本体论富集。通过 comb-p python 库检测差异甲基化区域(DMR)。确定了 28 个 CpG 位点,达到 P 值<1×10-8,在位于 HSD17B1P1 的 DNA CpG 位点(Chr17: 40,700,490 bp)上检测到最强关联(cor=0.138,P=2.549×10-8)。鉴定的 14065 个基因组 CpG 位点(P<0.05)映射到 2646 个基因,特别是 HSD17B1P1、CUL4A、INTS8、GFI1B、ZNF467、CDH15 和 PSMA1。GO 本体论富集主要突出尼古丁药效学途径、GABA-B 受体 II/烟碱型乙酰胆碱受体/刺猬/内皮素/Wnt 信号通路、帕金森病、亨廷顿病、糖酵解、神经元系统和 Toll 样受体结合。我们检测到位于/附近 16 个基因的 15 个 DMR,特别是 LINC01551、LINC02282 和 FAM32A。并且可以复制 32 个与认知功能相关的差异甲基化基因,如 SHANK2、ABCA2、PRDM16、NCOR2 和 INPP5A。我们在同卵双胞胎中的 EWAS 确定了特定的表观遗传变化,这些变化显著参与了介导认知功能的功能基因、生物学功能和途径。这些发现为进一步确定认知功能障碍的新诊断生物标志物和治疗靶点提供了线索。