Cerebral artery overexpression of the NMUR1 gene is associated with moyamoya disease: a weighted gene co-expression network analysis.

IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Cerebrovascular Diseases Pub Date : 2024-02-24 DOI:10.1159/000538035
Samuel D Pettersson, Shunsuke Koga, Shan Ali, Alejandro Enriquez-Marulanda, Philipp Taussky, Christopher S Ogilvy
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Abstract

Introduction: This study aimed to elucidate mechanisms underlying moyamoya disease (MMD) pathogenesis and to identify potential novel biomarkers. We utilized gene coexpression networks to identify hub genes associated with the disease.

Methods: Twenty-one middle cerebral artery (MCA) samples from MMD patients and 11 MCA control samples were obtained from the Gene Expression Omnibus (GEO) dataset, GSE189993. To discover functional pathways and potential biomarkers, weighted gene coexpression network analysis (WGCNA) was employed. The hub genes identified were re-assessed through differential gene expression analysis (DGEA) via DESeq2 for further reliability verification. An additional 4 samples from the superficial temporal arteries (STA) from MMD patients were obtained from GSE141025 and a subgroup analysis stratified by arterial type (MCA vs. STA) DGEA was performed to assess if the hub genes associated with MMD are expressed significantly greater on the affected arteries compared to healthy ones in MMD.

Results: WGCNA revealed a predominant module encompassing 139 hub genes, predominantly associated with the neuroactive ligand-receptor interaction (NLRI) pathway. Of those, 17 genes were validated as significantly differentially expressed. Neuromedin U receptor 1 (NMUR1) and thyrotropin-releasing hormone (TRH) were 2 out of the 17 hub genes involved in the NLRI pathway (log fold change [logFC]: 1.150, p = 0.00028; logFC: 1.146, p = 0.00115, respectively). MMD-only subgroup analysis stratified by location showed that NMUR1 is significantly overexpressed in the MCA compared to the STA (logFC: 1.962; p = 0.00053) which further suggests its possible localized involvement in the progressive stenosis seen in the cerebral arteries in MMD.

Conclusion: This is the first study to have performed WGCNA on samples directly affected by MMD. NMUR1 expression is well known to induce localized arterial smooth muscle constriction and recently, type 2 inflammation which can predispose to arterial stenosis potentially advancing the symptoms and progression of MMD. Further validation and functional studies are necessary to understand the precise role of NMUR1 upregulation in MMD and its potential implications.

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大脑动脉NMUR1基因的过度表达与moyamoya病有关:加权基因共表达网络分析。
导言:本研究旨在阐明moyamoya病(MMD)的发病机制,并确定潜在的新型生物标志物。我们利用基因共表达网络来确定与该疾病相关的枢纽基因:从基因表达总库(Gene Expression Omnibus,GEO)数据集 GSE189993 中获得了 21 份 MMD 患者大脑中动脉(MCA)样本和 11 份 MCA 对照样本。为了发现功能通路和潜在的生物标记物,研究人员采用了加权基因共表达网络分析(WGCNA)。通过 DESeq2 的差异基因表达分析(DGEA)对确定的中心基因进行了重新评估,以进一步验证其可靠性。从 GSE141025 中获得了另外 4 份来自 MMD 患者颞浅动脉(STA)的样本,并按动脉类型(MCA 与 STA)进行了 DGEA 分层亚组分析,以评估与 MMD 相关的枢纽基因在 MMD 受影响动脉上的表达是否显著高于健康动脉:结果:WGCNA 揭示了一个包含 139 个枢纽基因的主要模块,这些基因主要与神经活性配体-受体相互作用(NLRI)通路有关。在这些基因中,有 17 个基因被证实有明显的差异表达。神经生长素 U 受体 1(NMUR1)和促甲状腺激素释放激素(TRH)是参与 NLRI 通路的 17 个中心基因中的 2 个(对数折叠变化 [logFC]:1.150,p = 0.00028;logFC:1.146,p = 0.00115)。按部位分层的仅MMD亚组分析显示,与STA相比,NMUR1在MCA中显著过表达(logFC:1.962;p = 0.00053),这进一步表明NMUR1可能局部参与了MMD患者脑动脉的进行性狭窄:这是首次对直接受 MMD 影响的样本进行 WGCNA 研究。众所周知,NMUR1 的表达会诱导局部动脉平滑肌收缩,最近还出现了 2 型炎症,这可能会导致动脉狭窄,并有可能加重 MMD 的症状和病情发展。要了解 NMUR1 上调在 MMD 中的确切作用及其潜在影响,还需要进一步的验证和功能研究。
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来源期刊
Cerebrovascular Diseases
Cerebrovascular Diseases 医学-临床神经学
CiteScore
4.50
自引率
0.00%
发文量
90
审稿时长
1 months
期刊介绍: A rapidly-growing field, stroke and cerebrovascular research is unique in that it involves a variety of specialties such as neurology, internal medicine, surgery, radiology, epidemiology, cardiology, hematology, psychology and rehabilitation. ''Cerebrovascular Diseases'' is an international forum which meets the growing need for sophisticated, up-to-date scientific information on clinical data, diagnostic testing, and therapeutic issues, dealing with all aspects of stroke and cerebrovascular diseases. It contains original contributions, reviews of selected topics and clinical investigative studies, recent meeting reports and work-in-progress as well as discussions on controversial issues. All aspects related to clinical advances are considered, while purely experimental work appears if directly relevant to clinical issues.
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