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Exploring Shared Biomarkers of Myocardial Infarction and Alzheimer’s Disease via Single-Cell/Nucleus Sequencing and Bioinformatics Analysis

小胶质细胞 转录因子 生物标志物 生物 心肌梗塞 计算生物学 生物信息学 医学 免疫学 基因 内科学 炎症 遗传学
作者
Weiqi Xue,Weifeng He,Mengyuan Yan,Huanyi Zhao,Jianbin Pi
出处
期刊:Journal of Alzheimer's Disease [IOS Press]
卷期号:96 (2): 705-723 被引量:1
标识
DOI:10.3233/jad-230559
摘要

Background: Patients are at increased risk of dementia, including Alzheimer’s disease (AD), after myocardial infarction (MI), but the biological link between MI and AD is unclear. Objective: To understand the association between the pathogenesis of MI and AD and identify common biomarkers of both diseases. Methods: Using public databases, we identified common biomarkers of MI and AD. Least absolute shrinkage and selection operator (LASSO) regression and protein-protein interaction (PPI) network were performed to further screen hub biomarkers. Functional enrichment analyses were performed on the hub biomarkers. Single-cell/nucleus analysis was utilized to further analyze the hub biomarkers at the cellular level in carotid atherosclerosis and AD datasets. Motif enrichment analysis was used to screen key transcription factors. Results: 26 common differentially expressed genes were screened between MI and AD. Function enrichment analyses showed that these differentially expressed genes were mainly associated with inflammatory pathways. A key gene, Regulator of G-protein Signaling 1 (RGS1), was obtained by LASSO regression and PPI network. RGS1 was confirmed to mainly express in macrophages and microglia according to single-cell/nucleus analysis. The difference in expression of RGS1 in macrophages and microglia between disease groups and controls was statistically significant (p < 0.0001). The expression of RGS1 in the disease groups was upregulated with the differentiation of macrophages and microglia. RelA was a key transcription factor regulating RGS1. Conclusion: Macrophages and microglia are involved in the inflammatory response of MI and AD. RGS1 may be a key biomarker in this process.
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