阿尔茨海默病患者外周血Notch信号通路的分子特征及临床意义

Dongdong Jia, Ting He, Lu Sun, Qunsong Wang, Haitao Yu
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引用次数: 0

摘要

阿尔茨海默病(Alzheimer's Disease, AD)是最常见的神经退行性疾病,及时有效的诊断对于预防和治疗AD至关重要。外周血容易获得,价格低廉,无创,使其成为筛选诊断性生物标志物的理想底物。方法:Notch信号通路与AD密切相关,Notch信号通路相关基因可能是AD的候选诊断生物标志物。在这里,我们对两个AD队列(GSE63060: Ctrl = 104, MCI = 80, AD = 145;GSE63061: Ctrl = 134, MCI = 109, AD = 139),揭示涉及100个基因的16个Notch信号的表达水平。结果:结果显示Notch信号相关基因的变化在两个AD队列中高度一致。生物信息学分析发现与Notch信号相关的差异表达基因(differential expression Genes, DEGs)主要在阿尔茨海默病、Notch信号通路和c型凝集素受体信号通路中发挥重要作用。多种机器学习分析显示,IKBKB、HDAC2和PIK3R1在这两个AD队列中都表现出良好的诊断价值,它们可能是AD早期诊断的理想生物标志物。结论:本研究全面描述了阿尔茨海默病外周血Notch信号通路的分子特征,为阿尔茨海默病的临床筛查提供了潜在的诊断模型。
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Molecular Signatures and Clinical Significance of Notch Signaling Pathway in Peripheral Blood of Patients with Alzheimer's Disease.

Introduction: Alzheimer's Disease (AD) is the most common neurodegenerative disease, and timely and effective diagnosis is essential for the prevention and treatment of AD. Peripheral blood is readily available, inexpensive, and non-invasive, making it an ideal substrate for screening diagnostic biomarkers.

Method: The Notch signaling pathway is closely related to AD, so genes related to the Notch signaling pathway may be candidate diagnostic biomarkers for AD. Here, we have performed an integrated analysis of peripheral blood cells transcriptomics from two AD cohorts (GSE63060: Ctrl = 104, MCI = 80, AD = 145; GSE63061: Ctrl = 134, MCI = 109, AD = 139) to reveal the expression levels of 16 Notch signals involving 100 genes.

Result: The results have shown the changes in Notch signaling-related genes to be highly consistent in both AD cohorts. Bioinformatics analysis has found Differentially Expressed Genes (DEGs) related to Notch signaling to mainly play important roles in Alzheimer's disease, the Notch signaling pathway, and the C-type lectin receptor signaling pathway. Multiple machine learning analyses have revealed IKBKB, HDAC2, and PIK3R1 to exhibit good diagnostic value in both AD cohorts and that they may be ideal biomarkers for early diagnosis of AD.

Conclusion: This study has provided a comprehensive description of the molecular signatures of the Notch signaling pathway in AD peripheral blood and a potential diagnostic model for AD clinical screening.

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