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阿尔茨海默病患者海马体及外周血中的免疫异常与差异基因表达

Immune abnormalities and differential gene expression in the hippocampus and peripheral blood of patients with Alzheimer's disease.

作者信息

Wang Xiaonan, Wang Di, Su Fei, Li Chunmei, Chen Min

机构信息

Department of Radiology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.

Graduate School of Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China.

出版信息

Ann Transl Med. 2022 Jan;10(2):29. doi: 10.21037/atm-21-4974.

Abstract

BACKGROUND

Despite decades of research, no precise mechanisms of Alzheimer's disease (AD) development have been elucidated. This study aimed to investigate novel diagnostic biomarkers in both peripheral blood cells and hippocampus tissue, and the pathogenesis of memory impairment in AD.

METHODS

mRNA microarray data, including hippocampus samples (GSE1297 and GSE5281) and peripheral blood mononuclear cells (PBMCs) (GSE63060 and GSE63061), associated with AD were obtained from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) between AD and normal-aging samples were screened through a comprehensive analysis of multiple gene expression spectra after gene reannotation and batch normalization. The Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways were used to analyze hub genes and to discover potential biomarkers related to AD. Protein-protein interaction (PPI) network maps were constructed to visualize the correlation between possible genes. The CIBERSORT algorithm was built to explore the patterns of PBMC infiltration to investigate the role of inflammation in the pathogenesis of AD.

RESULTS

The bioinformatics analysis indicated 1,261 DEGs in the hippocampal samples and 290 in PBMCs when comparing patients with AD with normal-aging individuals. We selected 28 genes co-expressed in the hippocampus and PBMCs. A functional analysis of differential genes revealed that they were primarily involved in neuronal death, immune response, and mitochondrial function. Further, immune cell infiltration patterns demonstrated that the levels of naive CD4 T cells, resting natural killer cells, M0 macrophages, and activated mast cells were higher in the peripheral blood of patients with AD, while resting memory CD4 T cells were significantly lower.

CONCLUSIONS

The key gene changes present in both the hippocampus and PBMCs highly suggest their utility as an AD biomarker. In addition, according to our present results, immune abnormalities may have an important role in AD pathophysiology. When patients display these peripheral blood immune abnormalities, they may be recognized as being at high risk of developing AD.

摘要

背景

尽管经过数十年的研究,但阿尔茨海默病(AD)发展的确切机制仍未阐明。本研究旨在探究外周血细胞和海马体组织中的新型诊断生物标志物,以及AD中记忆障碍的发病机制。

方法

从基因表达综合数据库(GEO)获取与AD相关的mRNA微阵列数据,包括海马体样本(GSE1297和GSE5281)以及外周血单核细胞(PBMCs)(GSE63060和GSE63061)。在基因重新注释和批次标准化后,通过对多个基因表达谱的综合分析,筛选出AD与正常衰老样本之间的差异表达基因(DEGs)。利用基因本体论(GO)和京都基因与基因组百科全书(KEGG)通路分析枢纽基因,并发现与AD相关的潜在生物标志物。构建蛋白质-蛋白质相互作用(PPI)网络图以可视化可能基因之间的相关性。构建CIBERSORT算法以探索PBMC浸润模式,从而研究炎症在AD发病机制中的作用。

结果

生物信息学分析表明,与正常衰老个体相比,AD患者海马体样本中有1261个DEGs,PBMCs中有290个DEGs。我们选择了在海马体和PBMCs中共同表达的28个基因。差异基因的功能分析显示,它们主要参与神经元死亡、免疫反应和线粒体功能。此外,免疫细胞浸润模式表明,AD患者外周血中幼稚CD4 T细胞、静息自然杀伤细胞、M0巨噬细胞和活化肥大细胞的水平较高,而静息记忆CD4 T细胞则显著较低。

结论

海马体和PBMCs中存在的关键基因变化强烈表明它们可作为AD生物标志物。此外,根据我们目前的结果,免疫异常可能在AD病理生理学中起重要作用。当患者出现这些外周血免疫异常时,他们可能被认为有患AD的高风险。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4858/8848377/f6514afb8cc3/atm-10-02-29-f1.jpg

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