内皮细胞相关基因EIF1和HSPA1B通过调节外周免疫炎症反应参与阿尔茨海默病的发病机制

IF 2.8 3区 医学 Q3 NEUROSCIENCES Brain Sciences Pub Date : 2025-02-16 DOI:10.3390/brainsci15020205
Yucheng Gu, Nihong Chen, Jingwen Qi, Lin Zhu, Xiangliang Chen, Feng Wang, Yingdong Zhang, Teng Jiang
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引用次数: 0

摘要

背景:越来越多的证据表明,外周免疫炎症反应与阿尔茨海默病(AD)的发病机制有关,内皮细胞(ECs)参与了这些反应。然而,ECs调节外周免疫炎症反应并参与AD发病机制的潜在分子机制和信号通路尚不完全清楚。方法:对单细胞RNA测序数据集GSE157827进行分析,采用LASSO回归和随机森林算法筛选AD关键基因。利用基因集富集分析(GSEA)和基因集变异分析对这些AD关键基因进行功能富集分析。使用单样本GSEA进行AD关键基因的免疫细胞浸润分析,并使用TISIDB数据库评估其与免疫炎症因子的相关性。我们利用来自我们队列的外周血RNA测序数据来验证ec相关AD关键基因在外周血中的表达模式,并研究它们与认知的关系。结果:在所有脑细胞亚群中,ECs是AD的最重要贡献者。首次发现ec相关基因EIF1和HSPA1B是与AD进展相关的关键基因。这两个ec相关的关键基因可能通过调节外周免疫炎症反应参与AD的发病。AD患者外周血中EIF1和HSPA1B水平在AD进展过程中发生显著改变,EIF1水平与AD患者认知功能相关。结论:这些发现强调了ec相关基因EIF1和HSPA1B在AD发病机制中的关键作用,以及它们作为AD生物标志物的潜力。
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The Endothelial Cell-Related Genes EIF1 and HSPA1B Contribute to the Pathogenesis of Alzheimer's Disease by Modulating Peripheral Immunoinflammatory Responses.

Background: Emerging evidence suggests that peripheral immunoinflammatory responses contribute to Alzheimer's disease (AD) pathogenesis, and endothelial cells (ECs) are involved in these responses. Nevertheless, the potential molecular mechanisms and signaling pathways by which ECs modulate peripheral immunoinflammatory responses and thus contribute to AD pathogenesis are not fully understood.

Methods: The single-cell RNA sequencing dataset GSE157827 was analyzed, and AD key genes were screened using LASSO regression and random forest algorithms. Functional enrichment analyses of these AD key genes were conducted using gene set enrichment analysis (GSEA) and gene set variation analysis. Immune cell infiltration analyses for AD key genes were performed using single-sample GSEA, and their correlations with immunoinflammatory factors were assessed using the TISIDB database. Peripheral blood RNA sequencing data from our cohort were utilized to validate the expression patterns of EC-related AD key genes in peripheral blood and to investigate their association with cognition.

Results: ECs are the most significant contributors to AD among all brain cell subpopulations. For the first time, the EC-related genes EIF1 and HSPA1B were identified as key genes associated with AD progression. These two EC-related key genes may participate in AD pathogenesis by modulating peripheral immunoinflammatory responses. The levels of EIF1 and HSPA1B were significantly altered in the peripheral blood during AD progression, and EIF1 levels correlated with cognitive functions in AD clinical continuum patients.

Conclusions: These findings underscore the critical roles of the EC-related genes EIF1 and HSPA1B in AD pathogenesis and their potential as biomarkers for this disease.

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来源期刊
Brain Sciences
Brain Sciences Neuroscience-General Neuroscience
CiteScore
4.80
自引率
9.10%
发文量
1472
审稿时长
18.71 days
期刊介绍: Brain Sciences (ISSN 2076-3425) is a peer-reviewed scientific journal that publishes original articles, critical reviews, research notes and short communications in the areas of cognitive neuroscience, developmental neuroscience, molecular and cellular neuroscience, neural engineering, neuroimaging, neurolinguistics, neuropathy, systems neuroscience, and theoretical and computational neuroscience. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Electronic files or software regarding the full details of the calculation and experimental procedure, if unable to be published in a normal way, can be deposited as supplementary material.
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