Systematic Analysis of the Relationship Between Elevated Zinc and Epilepsy

IF 2.8 4区 医学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Dadong Luo, Yaqing Liu, Junqiang Li, Xuhui Liu, Ruirui Zhang, Xuejuan Liu, Ningning Zhang, Wenzhao Zhang, Jiayi Liu, Lan Zhang, Tiancheng Wang
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Abstract

Previous studies have indicated a potential relationship between zinc and epilepsy. The aim of this study is to investigate the causal relationship between zinc, zinc-dependent carbonic anhydrase, and gray matter volume in brain regions enriched with zinc and epilepsy, as well as explore the possible mechanisms by which zinc contributes to epilepsy. First, this study assessed the risk causality between zinc, carbonic anhydrase, and gray matter volume alterations in zinc-enriched brain regions and various subtypes of epilepsy based on Two-sample Mendelian randomization analysis. And then, this study conducted GO/KEGG analysis based on colocalization analysis, MAGMA analysis, lasso regression, random forest model, and XGBoost model. The results of Mendelian randomization analyses showed a causal relationship between zinc, carbonic anhydrase-4, and generalized epilepsy (p = 0.044 , p = 0.010). Additionally, carbonic anhydrase-1 and gray matter volume of the caudate nucleus were found to be associated with epilepsy and focal epilepsy (p = 0.014, p = 0.003 and p = 0.022, p = 0.009). A colocalization relationship was found between epilepsy and focal epilepsy (PP.H4.abf = 97.7e − 2). Meanwhile, the MAGMA analysis indicated that SNPs associated with epilepsy and focal epilepsy were functionally localized to zinc-finger-protein-related genes (p < 1.0e − 5). The genes associated with focal epilepsy were found to have a molecular function of zinc ion binding (FDR = 2.3e − 6). After the onset of epilepsy, the function of the gene whose expression changed in the rats with focal epilepsy was enriched in the biological process of vascular response (FDR = 4.0e − 5). These results revealed mechanism of the increased risk of epilepsy caused by elevated zinc may be related to the increase of zinc ion-dependent carbonic anhydrase or the increase of the volume of zinc-rich caudate gray matter.

锌升高与癫痫之间关系的系统分析
摘要 以往的研究表明,锌与癫痫之间存在潜在的关系。本研究旨在探讨锌、锌依赖性碳酸酐酶和富含锌的脑区灰质体积与癫痫之间的因果关系,并探索锌导致癫痫的可能机制。首先,本研究基于双样本孟德尔随机分析法评估了富锌脑区的锌、碳酸酐酶和灰质体积改变与不同亚型癫痫之间的风险因果关系。然后,本研究进行了基于共定位分析、MAGMA分析、拉索回归、随机森林模型和XGBoost模型的GO/KEGG分析。孟德尔随机分析结果显示,锌、碳酸酐酶-4与全身性癫痫之间存在因果关系(p = 0.044 , p = 0.010)。此外,碳酸酐酶-1和尾状核灰质体积也与癫痫和局灶性癫痫有关(p = 0.014,p = 0.003 和 p = 0.022,p = 0.009)。癫痫和局灶性癫痫之间存在共定位关系(PP.H4.abf = 97.7e - 2)。同时,MAGMA 分析表明,与癫痫和局灶性癫痫相关的 SNPs 在功能上定位在锌指蛋白相关基因上(p < 1.0e - 5)。发现与局灶性癫痫相关的基因具有锌离子结合的分子功能(FDR = 2.3e - 6)。在癫痫发病后,局灶性癫痫大鼠中表达发生变化的基因的功能富集于血管反应的生物过程(FDR = 4.0e - 5)。这些结果揭示了锌升高导致癫痫风险增加的机制,可能与锌离子依赖性碳酸酐酶的增加或富含锌的尾状灰质体积的增加有关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Molecular Neuroscience
Journal of Molecular Neuroscience 医学-神经科学
CiteScore
6.60
自引率
3.20%
发文量
142
审稿时长
1 months
期刊介绍: The Journal of Molecular Neuroscience is committed to the rapid publication of original findings that increase our understanding of the molecular structure, function, and development of the nervous system. The criteria for acceptance of manuscripts will be scientific excellence, originality, and relevance to the field of molecular neuroscience. Manuscripts with clinical relevance are especially encouraged since the journal seeks to provide a means for accelerating the progression of basic research findings toward clinical utilization. All experiments described in the Journal of Molecular Neuroscience that involve the use of animal or human subjects must have been approved by the appropriate institutional review committee and conform to accepted ethical standards.
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