Integrative analysis reveals key lysosomal genes as potential therapeutic targets in Alzheimer's disease

被引:1
|
作者
Zhu, Xiangzhen [1 ]
Gao, Jingfang [1 ]
Qiu, Chao [2 ]
机构
[1] Zhejiang Chinese Med Univ, Zhejiang Prov Hosp Chinese Med, Dept Psychiat, Affiliated Hosp 1, Hangzhou 310006, Zhejiang, Peoples R China
[2] Zhejiang Chinese Med Univ, Zhejiang Prov Hosp Chinese Med, Dept Neurol, Affiliated Hosp 1, 54 Youdian Rd, Hangzhou 310006, Zhejiang, Peoples R China
关键词
Alzheimer's disease; Lysosome; Pathway enrichment; Immune cell infiltration; Mendelian randomization; AUTOPHAGY; DATABASE;
D O I
10.1007/s11011-024-01409-5
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Alzheimer's disease (AD) is a neurodegenerative disorder with early autophagy deficits. Our study probed the role of lysosomal-related genes (LRGs) in AD. Using the Gene Expression Omnibus (GEO) database, we analyzed differentially expressed genes (DEGs) in AD. AD-related genes and lysosomal-related genes (LRGs) were extracted from public databases. Leveraging the UpSetR package, we identified differentially expressed LRGs (DE-LRGs). Subsequently, consensus cluster analysis was used to stratify AD patients into distinct molecular subtypes based on DE-LRGs. Immune cell patterns were studied via Single-Sample Gene Set Enrichment Analysis (ssGSEA). Molecular pathways were assessed through Gene Set Variation Analysis (GSVA), while Mendelian Randomization (MR) discerned potential gene-AD causations. To reinforce our bioinformatics findings, we conducted in vitro experiments. In total, 52 DE-LRGs were identified, with LAMP1, VAMP2, and CTSB as standout hub genes. Leveraging the 52 DE-LRGs, AD patients were categorized into three distinct molecular subtypes. Interestingly, the three aforementioned hub genes exhibited significant predictive accuracy for AD differentiation across the subtypes. The ssGSEA further illuminated correlations between LAMP1, VAMP2, and CTSB with plasma cells, fibroblasts, eosinophils, and endothelial cells. GSVA analysis underscored significant associations of LAMP1, VAMP2, and CTSB with NOTCH, TGF beta, and P53 pathways. Compellingly, MR findings indicated a potential causative relationship between LAMP1, CTSB, and AD. Augmenting our bioinformatics conclusions, in vitro tests revealed that LAMP1 potentially alleviates AD progression by amplifying autophagic processes. LAMP1 and CTSB emerge as potential AD biomarkers, paving the way for innovative therapeutic interventions
引用
收藏
页码:1433 / 1445
页数:13
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