Qian Xiao-Hang, Liu Xiao-Li, Chen Sheng-di, Tang Hui-Dong
Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Department of Neurology, Shanghai Fengxian District Central Hospital, Shanghai Jiao Tong University Affiliated Sixth People's Hospital South Campus, Shanghai, China.
Front Aging Neurosci. 2022 May 10;14:887168. doi: 10.3389/fnagi.2022.887168. eCollection 2022.
Alzheimer's disease (AD) is the most common type of neurodegenerative disease. Tau pathology is one of the pathological features of AD, and its progression is closely related to the progress of AD. Immune system dysfunction is an important mediator of Tau pathological progression, but the specific molecular mechanism is still unclear. The purpose of this study is to determine the immune hub genes and peripheral immune cell infiltration associated with the Braak stages, and the molecular mechanisms between them.
In this study, 60 samples with different Braak stages in the GSE106241 dataset were used to screen Braak stages-related immune hub genes by using the WGCNA package in R and cytoHubba plugin. The temporal lobe expression data in the Alzdata database were used to verify the results. The correlation between the expression level of immune core genes and the pathological features of AD was analyzed to evaluate the abundance of peripheral immune cell infiltration and screened Braak stages-related cells. Finally, we used correlation analysis of immune hub genes and immune cells and Gene Set Enrichment Analysis (GSEA) of them.
Seven genes (GRB2, HSP90AA1, HSPA4, IGF1, KRAS, PIK3R1, and PTPN11) were identified as immune core genes after the screening of the test datasets and validation of independent data. Among them, Kirsten rat sarcoma viral oncogene homolog (KRAS) and Phosphoinositide-3-Kinase Regulatory Subunit 1 (PIK3R1) were the most closely related to Tau and Aβ pathology in AD. In addition, the ImmuneScore increased gradually with the increase of Braak stages. Five types of immune cells (plasma cells, T follicular helper cells, M2 macrophage, activated NK cells, and eosinophils) were correlated with Braak stages. KRAS and PIK3R1 were the immune core genes most related to the abnormal infiltration of peripheral immune cells. They participated in the regulation of the pathological process of AD through axon guidance, long-term potentiation, cytokine-cytokine receptor interaction, RNA polymerase, etc.
The KRAS and PIK3R1 genes were identified as the immune hub genes most associated with Tau pathological progress in AD. The abnormal infiltration of peripheral immune cells mediated by these cells was involved in the Tau pathological process. This provides new insights for AD.
阿尔茨海默病(AD)是最常见的神经退行性疾病类型。Tau病理是AD的病理特征之一,其进展与AD的进程密切相关。免疫系统功能障碍是Tau病理进展的重要介导因素,但其具体分子机制仍不清楚。本研究的目的是确定与Braak分期相关的免疫枢纽基因和外周免疫细胞浸润情况,以及它们之间的分子机制。
在本研究中,使用GSE106241数据集中60个不同Braak分期的样本,通过R语言中的WGCNA包和cytoHubba插件筛选与Braak分期相关的免疫枢纽基因。使用Alzdata数据库中的颞叶表达数据验证结果。分析免疫核心基因表达水平与AD病理特征之间的相关性,以评估外周免疫细胞浸润的丰度并筛选与Braak分期相关的细胞。最后,对免疫枢纽基因和免疫细胞进行相关性分析以及基因集富集分析(GSEA)。
经过测试数据集筛选和独立数据验证后,七个基因(GRB2、HSP90AA1、HSPA4、IGF1、KRAS、PIK3R1和PTPN11)被确定为免疫核心基因。其中, Kirsten大鼠肉瘤病毒癌基因同源物(KRAS)和磷脂酰肌醇-3-激酶调节亚基1(PIK3R1)与AD中Tau和Aβ病理的相关性最强。此外,免疫评分随着Braak分期增加而逐渐升高。五种免疫细胞(浆细胞、T滤泡辅助细胞、M2巨噬细胞、活化的自然杀伤细胞和嗜酸性粒细胞)与Braak分期相关。KRAS和PIK3R1是与外周免疫细胞异常浸润最相关的免疫核心基因。它们通过轴突导向、长时程增强、细胞因子-细胞因子受体相互作用、RNA聚合酶等参与AD病理过程的调控。
KRAS和PIK3R1基因被确定为与AD中Tau病理进展最相关的免疫枢纽基因。这些基因介导的外周免疫细胞异常浸润参与了Tau病理过程。这为AD研究提供了新的见解。