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利用表达数量性状基因座孟德尔随机化和转录组分析来确定离子通道基因与颅内动脉瘤性蛛网膜下腔出血之间的关系。

Using eQTL Mendelian randomization and transcriptomic analysis to identify the relationship between ion channel genes and intracranial aneurysmal subarachnoid hemorrhage.

作者信息

Wang Jing, Chen Bowang, Meng Qiang, Qu Feng, Ma Zhen

机构信息

Department of Intensive Care Unit, Jining No. 1 People's Hospital, Shandong, China.

出版信息

Medicine (Baltimore). 2025 May 16;104(20):e42457. doi: 10.1097/MD.0000000000042457.

DOI:10.1097/MD.0000000000042457
PMID:40388745
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12091597/
Abstract

Aneurysmal subarachnoid hemorrhage (aSAH) is a complex condition associated with high disability and mortality rates, leading to poor clinical outcomes. Previous observational studies have suggested a link between ion channel genes and aSAH, but the causal relationship remains uncertain. This study utilized Mendelian randomization (MR) to explore the causal association between ion channel genes and aSAH, employing 5 MR methods: inverse variance weighted (IVW), MR-Egger, maximum likelihood, weighted median, and weighted mode. If results from these methods are inconclusive, IVW will be prioritized as the primary outcome. Additionally, MR-Egger, MR-PRESSO, and Cochrane Q tests were conducted to assess heterogeneity and pleiotropy. The stability of MR findings was evaluated using the leave-one-out approach; Bonferroni correction tested the strength of the causal relationship between exposure and outcome. The MR analysis revealed that CACNA2D3 was positively correlated with aSAH (OR 1.245; 95% confidence intervals [CI] 1.008-1.537; P = .042), while ANO6 showed a negative correlation (OR 0.728; 95% CI 0.533-0.993; P = .045). Our findings indicate that increased expression of CACNA2D3 promotes aSAH whereas elevated levels of ANO6 inhibit it. Transcriptome data from intracranial aneurysm samples confirmed significant differential expression of CACNA2D3 and ANO6 between ruptured and unruptured groups. CACNA2D3 being higher in ruptured cases while ANO6 was more expressed in unruptured ones. Furthermore, GeneMANIA analysis along with functional enrichment provided insights into risk factors for aSAH. Through MR analysis, we established a causal link between ion channel genes and aSAH, which helps to better understand the pathogenesis of aSAH and provide new therapeutic targets.

摘要

动脉瘤性蛛网膜下腔出血(aSAH)是一种复杂的病症,与高致残率和死亡率相关,导致临床预后不良。先前的观察性研究表明离子通道基因与aSAH之间存在联系,但因果关系仍不确定。本研究利用孟德尔随机化(MR)来探讨离子通道基因与aSAH之间的因果关联,采用了5种MR方法:逆方差加权(IVW)、MR-Egger、最大似然法、加权中位数和加权模式。如果这些方法的结果不明确,将优先把IVW作为主要结果。此外,还进行了MR-Egger、MR-PRESSO和Cochrane Q检验以评估异质性和多效性。使用留一法评估MR结果的稳定性;Bonferroni校正检验暴露与结果之间因果关系的强度。MR分析显示,CACNA2D3与aSAH呈正相关(比值比[OR]为1.245;95%置信区间[CI]为1.008 - 1.537;P = 0.042),而ANO6呈负相关(OR为0.728;95% CI为0.533 - 0.993;P = 0.045)。我们的研究结果表明,CACNA2D3表达增加会促进aSAH,而ANO6水平升高则会抑制它。颅内动脉瘤样本的转录组数据证实,破裂组和未破裂组之间CACNA2D3和ANO6存在显著差异表达。破裂病例中CACNA2D3较高,而ANO6在未破裂病例中表达更多。此外,基因共表达网络分析(GeneMANIA)以及功能富集分析为aSAH的危险因素提供了见解。通过MR分析,我们建立了离子通道基因与aSAH之间的因果联系,这有助于更好地理解aSAH的发病机制并提供新的治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d74/12091597/653be85d3f27/medi-104-e42457-g007.jpg
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