Single-cell RNA sequencing and multiple bioinformatics methods to identify the biomarkers of ischemic stroke to alzheimer's disease

被引:0
|
作者
Zhao, Xiang [1 ]
Hu, Jinpeng [2 ]
Sun, Guangye [2 ]
Fu, Jinxing [1 ]
He, Jiarong [3 ]
Jin, Xiao [4 ]
Jing, Zhitao [2 ]
机构
[1] China Med Univ, Dept Neurosurg, Shengjing Hosp, Shenyang, Liaoning, Peoples R China
[2] China Med Univ, Dept Neurosurg, Hosp 1, 155 North Nanjing St, Shenyang 110001, Peoples R China
[3] Cent South Univ, Xiangya Hosp 2, Dept Neurosurg, Changsha 410000, Peoples R China
[4] Beijing Univ Chinese Med, Personnel Dept, Dongfang Hosp Affiliated, 6,Fangxingyuan 1st Dist,Fengtai Dist, Beijing 100078, Peoples R China
基金
中国国家自然科学基金;
关键词
Single-cell RNA sequencing; Ischemic stroke; Alzheimer's disease; Bioinformatic; Drug;
D O I
10.1016/j.bspc.2024.106601
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Ranked as the world's second leading cause of mortality, ischemic stroke (IS) imposes a significant global burden, marked by its substantial incidence and economic impact across nations and regions, chiefly attributed to its elevated disability rates. Alzheimer's disease (AD) is linked to a heightened susceptibility to IS. However, few studies have been reported to explain the potential correlation between IS and AD. We investigated the relationship and relevant mechanisms between IS and AD using single-cell RNA sequencing and multiple bioinformatics approaches. By intersecting differentially expressed genes and WGCNA critical module genes, we obtained 15 IS related AD genes. According to the KEGG pathway analysis, the IS related AD disease genes were significantly enriched in the parkinson disease pathway, oxidative phosphorylation pathway, thermogenesis pathway, alzheimer disease pathway and neurodegeneration pathway. Finally, five genes associated with immunity (TXN, HINT1, TOMM7, COX7C, RPL17) were identified in IS related AD. Significantly, it was found that all hub genes were mainly highly expressed in epithelial cells, endothelial cells, monocytes and oligodendrocytes by single cell RNA sequencing. We believe these hub genes may regulate the immune pathway which may contribute to the development of IS related AD. In addition, these genes may be potential targets for the treatment of IS related AD.
引用
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页数:11
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