Cell type-specific potential pathogenic genes and functional pathways in Alzheimer's Disease

被引:14
|
作者
Wang, Xiao-Lan [1 ,2 ]
Li, Lianjian [3 ,4 ]
机构
[1] Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Nephrol, Wuhan, Peoples R China
[2] Univ Strasbourg, Strasbourg, France
[3] Hubei Prov Hosp Tradit Chinese Med, Dept Surg, Wuhan 430061, Peoples R China
[4] Hubei Prov Acad Tradit Chinese Med, Wuhan 430076, Peoples R China
关键词
Alzheimer's disease; cell type-specific; transcriptomic; mitochondrial dysfunction; estrogen signaling pathway; NEUROFIBRILLARY TANGLES; TRANSCRIPTOME ANALYSIS; BRAIN; BETA; PROTEIN; NEUROINFLAMMATION; DYSFUNCTION; MICROGLIA; DEPOSITION; NETWORKS;
D O I
10.1186/s12883-021-02407-1
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background Alzheimer's disease (AD) is a pervasive age-related and highly heritable neurodegenerative disorder but has no effective therapy. The complex cellular microenvironment in the AD brain impedes our understanding of pathogenesis. Thus, a comprehensive investigation of cell type-specific responses in AD is crucial to provide precise molecular and cellular targets for therapeutic development. Methods Here, we integrated analyzed 4,441 differentially expressed genes (DEGs) that were identified from 263,370 single-cells in cortex samples by single-nucleus RNA sequencing (snRNA-seq) between 42 AD-pathology subjects and 39 normal controls within 3 studies. DEGs were analyzed in microglia, astrocytes, oligodendrocytes, excitatory neurons, inhibitory neurons, and endothelial cells, respectively. In each cell type, we identified both common DEGs which were observed in all 3 studies, and overlapping DEGs which have been seen in at least 2 studies. Firstly, we showed the common DEGs expression and explained the biological functions by comparing with existing literature or multil-omics signaling pathways knowledgebase. We then determined the significant modules and hub genes, and explored the biological processes using the overlapping DEGs. Finally, we identified the common and distinct dysregulated pathways using overall DEGs and overlapping DEGs in a cell type-specific manner. Results Up-regulated LINGO1 has been seen in both oligodendrocytes and excitatory neurons across 3 studies. Interestingly, genes enriched in the mitochondrial module were up-regulated across all cell types, which indicates mitochondrial dysfunction in the AD brain. The estrogen signaling pathway seems to be the most common pathway that is disrupted in AD. Conclusion Together, these analyses provide detailed information of cell type-specific and overall transcriptional changes and pathways underlying the human AD-pathology. These findings may provide important insights for drug development to tackle this disease.
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页数:18
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