Genetic Insights into Therapeutic Targets for Neuromyelitis Optica Spectrum Disorders: A Mendelian Randomization Study.

IF 4.6 2区 医学 Q1 NEUROSCIENCES Molecular Neurobiology Pub Date : 2024-11-20 DOI:10.1007/s12035-024-04612-8
Yangyue Cao, Jingxiao Zhang, Jiawei Wang
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Abstract

Neuromyelitis optica spectrum disorder (NMOSD) is a severe central nervous system disease primarily characterized by optic neuritis and myelitis, which can result in vision loss and limb paralysis. Current treatment options are limited in their ability to prevent relapses and mitigate disease progression, underscoring the urgent need for new drug targets to develop more effective therapies. The objective of this study is to identify potential drug targets associated with a reduced risk of NMOSD attacks or relapses through Mendelian randomization (MR) analysis, thereby addressing the limitations of existing treatment methods and providing better clinical options for patients. To identify therapeutic targets for NMOSD, a MR analysis was conducted. The cis-expression quantitative trait loci (cis-eQTL, exposure) data were sourced from the eQTLGen consortium, which included a sample size of 31,684. NMOSD (outcome) summary data were obtained from two of the largest independent cohorts: one cohort consisted of 86 NMOSD cases and 460 controls derived from whole-genome sequencing data, while the other cohort included 129 NMOSD patients and 784 controls. We performed a two-sample MR analysis to evaluate the association between single nucleotide polymorphisms (SNPs) and copy number variations with NMOSD. The MR analysis utilized the inverse variance weighted (IVW) method, supplemented by MR-Egger, weighted median, simple mode, and weighted mode methods. Sensitivity analyses were conducted to assess the presence of horizontal pleiotropy and heterogeneity. Colocalization analysis was employed to test whether NMOSD risk and gene expression are driven by common SNPs. Additionally, a phenome-wide association study (PheWAS) was performed to detect disease outcomes associated with NEU1. Supplementary analyses included single-nucleus RNA sequencing (snRNA-seq) data analysis, protein-protein interaction (PPI) networks, and drug feasibility assessments to prioritize potential therapeutic targets. Two drug targets, COL4A1 and NEU1, demonstrated significant MR results in two independent datasets. Notably, NEU1 showed substantial evidence of colocalization with NMOSD. Additionally, apart from the association between NEU1 and NMOSD, no other associations were observed between gene-proxied NEU1 inhibition and the increased risk of other NMOSD-related diseases. This study supports the potential of targeting NEU1 for drug inhibition to reduce the risk of NMOSD. Further preclinical research and drug development are warranted to validate the efficacy and safety of NEU1 as a therapeutic target and to explore its potential in NMOSD treatment.

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神经脊髓炎谱系障碍治疗靶点的遗传学启示:孟德尔随机化研究。
神经脊髓炎视谱系障碍(NMOSD)是一种严重的中枢神经系统疾病,主要特征是视神经炎和脊髓炎,可导致视力丧失和肢体瘫痪。目前的治疗方案在预防复发和缓解疾病进展方面能力有限,因此迫切需要新的药物靶点来开发更有效的疗法。本研究的目的是通过孟德尔随机化(MR)分析,确定与降低 NMOSD 发作或复发风险相关的潜在药物靶点,从而解决现有治疗方法的局限性,为患者提供更好的临床选择。为了确定 NMOSD 的治疗目标,我们进行了 MR 分析。顺式表达定量性状位点(cis-eQTL,暴露)数据来自 eQTLGen 联盟,其中包括 31,684 个样本量。NMOSD(结果)汇总数据来自两个最大的独立队列:一个队列包括 86 例 NMOSD 病例和 460 例对照,这些数据来自全基因组测序数据;另一个队列包括 129 例 NMOSD 患者和 784 例对照。我们进行了双样本 MR 分析,以评估单核苷酸多态性 (SNP) 和拷贝数变异与 NMOSD 之间的关联。MR分析采用了反方差加权(IVW)方法,并辅以MR-Egger、加权中位数、简单模式和加权模式方法。进行了敏感性分析,以评估是否存在水平多效性和异质性。采用共定位分析来检验 NMOSD 风险和基因表达是否由共同的 SNPs 驱动。此外,还进行了全表型关联研究(PheWAS),以检测与 NEU1 相关的疾病结果。补充分析包括单核 RNA 测序(snRNA-seq)数据分析、蛋白质-蛋白质相互作用(PPI)网络和药物可行性评估,以确定潜在治疗靶点的优先次序。COL4A1和NEU1这两个药物靶点在两个独立的数据集中显示出显著的MR结果。值得注意的是,NEU1 显示了与 NMOSD 共定位的大量证据。此外,除了 NEU1 与 NMOSD 之间的关联外,没有观察到基因导向的 NEU1 抑制与其他 NMOSD 相关疾病风险增加之间的其他关联。这项研究支持以 NEU1 为靶点进行药物抑制以降低罹患 NMOSD 风险的可能性。为了验证 NEU1 作为治疗靶点的有效性和安全性并探索其在 NMOSD 治疗中的潜力,有必要开展进一步的临床前研究和药物开发。
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来源期刊
Molecular Neurobiology
Molecular Neurobiology 医学-神经科学
CiteScore
9.00
自引率
2.00%
发文量
480
审稿时长
1 months
期刊介绍: Molecular Neurobiology is an exciting journal for neuroscientists needing to stay in close touch with progress at the forefront of molecular brain research today. It is an especially important periodical for graduate students and "postdocs," specifically designed to synthesize and critically assess research trends for all neuroscientists hoping to stay active at the cutting edge of this dramatically developing area. This journal has proven to be crucial in departmental libraries, serving as essential reading for every committed neuroscientist who is striving to keep abreast of all rapid developments in a forefront field. Most recent significant advances in experimental and clinical neuroscience have been occurring at the molecular level. Until now, there has been no journal devoted to looking closely at this fragmented literature in a critical, coherent fashion. Each submission is thoroughly analyzed by scientists and clinicians internationally renowned for their special competence in the areas treated.
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