整合分析揭示了作为阿尔茨海默病潜在治疗靶点的关键溶酶体基因。

IF 3.2 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM
Xiangzhen Zhu, Jingfang Gao, Chao Qiu
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引用次数: 0

摘要

阿尔茨海默病(AD)是一种神经退行性疾病,早期存在自噬缺陷。我们的研究探讨了溶酶体相关基因(LRGs)在阿尔茨海默病中的作用。我们利用基因表达总库(GEO)数据库分析了AD中的差异表达基因(DEGs)。我们从公共数据库中提取了AD相关基因和溶酶体相关基因(LRGs)。利用 UpSetR 软件包,我们确定了差异表达的 LRGs(DE-LRGs)。随后,根据 DE-LRGs 使用共识聚类分析将 AD 患者分为不同的分子亚型。通过单样本基因组富集分析(ssGSEA)研究了免疫细胞模式。通过基因组变异分析(GSVA)评估了分子通路,而孟德尔随机化(MR)则发现了潜在的基因-AD因果关系。为了加强生物信息学的研究结果,我们进行了体外实验。共鉴定出 52 个 DE-LRG,其中 LAMP1、VAMP2 和 CTSB 是突出的枢纽基因。利用这52个DE-LRGs,AD患者被分为三种不同的分子亚型。有趣的是,上述三个枢纽基因对不同亚型的 AD 区分具有显著的预测准确性。ssGSEA进一步揭示了LAMP1、VAMP2和CTSB与浆细胞、成纤维细胞、嗜酸性粒细胞和内皮细胞之间的相关性。GSVA分析强调了LAMP1、VAMP2和CTSB与NOTCH、TGFβ和P53通路的重要关联。令人信服的是,MR 研究结果表明 LAMP1、CTSB 和 AD 之间存在潜在的因果关系。体外测试表明,LAMP1 可通过扩大自噬过程来缓解 AD 的进展,这进一步证实了我们的生物信息学结论。LAMP1 和 CTSB 成为潜在的注意力缺失症生物标志物,为创新性治疗干预铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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

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

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, TGFβ, 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.

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来源期刊
Metabolic brain disease
Metabolic brain disease 医学-内分泌学与代谢
CiteScore
5.90
自引率
5.60%
发文量
248
审稿时长
6-12 weeks
期刊介绍: Metabolic Brain Disease serves as a forum for the publication of outstanding basic and clinical papers on all metabolic brain disease, including both human and animal studies. The journal publishes papers on the fundamental pathogenesis of these disorders and on related experimental and clinical techniques and methodologies. Metabolic Brain Disease is directed to physicians, neuroscientists, internists, psychiatrists, neurologists, pathologists, and others involved in the research and treatment of a broad range of metabolic brain disorders.
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