Multi-omics integration reveals the role of N6-methyladenosine in epilepsy, ischemic stroke, and vascular dementia.

IF 2.9 3区 医学 Q2 NEUROSCIENCES
Xudong Zhang, Yuhao Xu, Hai Hu, Zhenhua Liao, Changli Lou, Xiang Zou
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引用次数: 0

Abstract

Background: N6-methyladenosine (m6A) methylation is an essential epigenetic modification that regulates mRNA stability, splicing, and translation. Its role in neurological diseases, including epilepsy, ischemic stroke, and vascular dementia (VaD), remains poorly understood.

Methods: We integrated multi-omics data, including GWAS, m6A quantitative trait loci (QTL), expression QTL (eQTL), and protein QTL (pQTL), and using FUSION to assess the association of m6A with these diseases. Transcriptome-wide association studies (TWAS) and Mendelian Randomization (MR) were performed to identify causal relationships between m6A sites, gene expression, and disease. Differentially expressed genes (DEGs) were analyzed via RNA sequencing and enriched for biological pathways. Protein-protein interaction (PPI) networks and m6A-related gene-disease associations were constructed to reveal regulatory mechanisms.

Results: We identified 218 m6A sites significantly associated with the three diseases, highlighting 3,430 associations between m6A sites and gene expression. Functional enrichment analysis revealed key pathways, including base excision repair and chemokine-mediated signaling. MR analysis identified causal relationships, such as NBL1 in epilepsy, TPGS2 in ischemic stroke, and SERINC2 in VaD. PPI analysis revealed interactions involving critical proteins like PARP1, MCL1, and CD40, underscoring their role in neuroinflammation and apoptosis.

Conclusion: Our findings elucidate the genetic and epigenetic roles of m6A in epilepsy, ischemic stroke, and VaD, uncovering potential mechanisms by which m6A modulates gene and protein expression to influence disease outcomes. These insights highlight m6A as a promising biomarker and therapeutic target for neurological diseases.

多组学整合揭示了n6 -甲基腺苷在癫痫、缺血性卒中和血管性痴呆中的作用。
背景:n6 -甲基腺苷(m6A)甲基化是调控mRNA稳定性、剪接和翻译的重要表观遗传修饰。它在包括癫痫、缺血性中风和血管性痴呆(VaD)在内的神经系统疾病中的作用仍然知之甚少。方法:我们整合多组学数据,包括GWAS、m6A数量性状位点(QTL)、表达QTL (eQTL)和蛋白QTL (pQTL),并使用FUSION评估m6A与这些疾病的相关性。通过转录组全关联研究(TWAS)和孟德尔随机化(MR)来确定m6A位点、基因表达和疾病之间的因果关系。通过RNA测序分析差异表达基因(DEGs)并富集生物学途径。构建蛋白-蛋白相互作用(PPI)网络和m6a相关基因与疾病的关联来揭示调控机制。结果:我们确定了218个与这三种疾病显著相关的m6A位点,突出了3430个m6A位点与基因表达之间的关联。功能富集分析揭示了关键通路,包括碱基切除修复和趋化因子介导的信号传导。MR分析确定了因果关系,例如癫痫中的NBL1,缺血性卒中中的TPGS2和VaD中的SERINC2。PPI分析揭示了PARP1、MCL1和CD40等关键蛋白的相互作用,强调了它们在神经炎症和细胞凋亡中的作用。结论:我们的研究结果阐明了m6A在癫痫、缺血性卒中和VaD中的遗传和表观遗传作用,揭示了m6A调节基因和蛋白表达影响疾病结局的潜在机制。这些发现突出了m6A作为一种有前途的生物标志物和神经系统疾病的治疗靶点。
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来源期刊
Molecular Brain
Molecular Brain NEUROSCIENCES-
CiteScore
7.30
自引率
0.00%
发文量
97
审稿时长
>12 weeks
期刊介绍: Molecular Brain is an open access, peer-reviewed journal that considers manuscripts on all aspects of studies on the nervous system at the molecular, cellular, and systems level providing a forum for scientists to communicate their findings. Molecular brain research is a rapidly expanding research field in which integrative approaches at the genetic, molecular, cellular and synaptic levels yield key information about the physiological and pathological brain. These studies involve the use of a wide range of modern techniques in molecular biology, genomics, proteomics, imaging and electrophysiology.
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