通过综合生物信息学分析,探索早期遗传性癫痫的潜在关键基因和疾病机制。

IF 5.1 2区 医学 Q1 NEUROSCIENCES
Vasiliki Boulaki, Spiros Efthimiopoulos, Nicholas K Moschonas, George Μ Spyrou
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引用次数: 0

摘要

癫痫是一种严重的常见神经系统疾病,影响所有年龄段的人。5 岁前发病的癫痫,即早发性癫痫(EOE),具有特别重要的意义。根据以往的研究,遗传因素对 EOE 的发病机理有重要影响,但这一机理仍不清楚,必须加以探讨。因此,我们创建了一份在大脑中表达的 229 个精选 EOE 相关基因列表,以研究其发病机制中的遗传因素和分子机制。富集分析表明,重要的通路包括尼古丁成瘾、GABA能突触、突触小泡循环、膜电位调节、胆碱能突触、多巴胺能突触和吗啡成瘾。通过使用 GO、KEGG、CluueGO、cytoHubba 和 3 种网络指标进行综合分析以及基于蛋白质-蛋白质相互作用网络的方法,确定了 12 个中心基因,其中 7 个基因(CDKL5、GABRA1、KCNQ2、KCNQ3、SCN1A、SCN8A 和 STXBP1)被确定为关键基因(通过维恩图分析)。这些关键基因大多富集在囊泡转运、膜电位调节和突触囊泡外渗中的 SNARE 相互作用中。通过 MCODE 对 PPI 网络进行的聚类分析显示了重要的功能模块,还表明了其他途径,如 N-糖生物合成和蛋白质连接糖基化、逆行内大麻素信号传导、mTOR 信号传导和氨基酰-tRNA 生物合成。药物与基因相互作用分析发现了一些可能治疗 EOE 的药物,其中包括未获 FDA 批准的药物阿泽图卡纳(临床开发中)、茚地龙和 ICA-105665,以及获 FDA 批准的药物瑞替加滨、加那唑酮和甲氧西他。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring potential key genes and disease mechanisms in Εarly-onset genetic epilepsy via integrated bioinformatics analysis.

Epilepsy is a severe common neurological disease affecting all ages. Epilepsy with onset before the age of 5 years, designated early-onset epilepsy (EOE), is of special importance. According to previous studies, genetic factors contribute significantly to the pathogenesis of EOE that remains unclear and must be explored. So, a list of 229 well-selected EOE-associated genes expressed in the brain was created for the investigation of genetic factors and molecular mechanisms involved in its pathogenesis. Enrichment analysis showed that among significant pathways were nicotine addiction, GABAergic synapse, synaptic vesicle cycle, regulation of membrane potential, cholinergic synapse, dopaminergic synapse, and morphine addiction. Performing an integrated analysis as well as protein-protein interaction network-based approaches with the use of GO, KEGG, ClueGO, cytoHubba and 3 network metrics, 12 hub genes were identified, seven of which, CDKL5, GABRA1, KCNQ2, KCNQ3, SCN1A, SCN8A and STXBP1, were identified as key genes (via Venn diagram analysis). These key genes are mostly enriched in SNARE interactions in vesicular transport, regulation of membrane potential and synaptic vesicle exocytosis. Clustering analysis of the PPI network via MCODE showed significant functional modules, indicating also other pathways such as N-Glycan biosynthesis and protein N-linked glycosylation, retrograde endocannabinoid signaling, mTOR signaling and aminoacyl-tRNA biosynthesis. Drug-gene interaction analysis identified a number of drugs as potential medications for EOE, among which the non-FDA approved drugs azetukalner (under clinical development), indiplon and ICA-105665 and the FDA approved drugs retigabine, ganaxolone and methohexital.

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来源期刊
Neurobiology of Disease
Neurobiology of Disease 医学-神经科学
CiteScore
11.20
自引率
3.30%
发文量
270
审稿时长
76 days
期刊介绍: Neurobiology of Disease is a major international journal at the interface between basic and clinical neuroscience. The journal provides a forum for the publication of top quality research papers on: molecular and cellular definitions of disease mechanisms, the neural systems and underpinning behavioral disorders, the genetics of inherited neurological and psychiatric diseases, nervous system aging, and findings relevant to the development of new therapies.
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