The mechanism of mitochondrial metabolic gene PMAIP1 involved in Alzheimer ' s disease process based on bioinformatics analysis and experimental validation

被引:0
|
作者
Ling, Yingchun [1 ]
Hu, Lingmin [1 ]
Chen, Jie [1 ]
Zhao, Mingyong [2 ]
Dai, Xinyang [1 ]
机构
[1] Shaoxing Seventh Peoples Hosp, Dept Clin Lab, Shaoxing, Zhejiang, Peoples R China
[2] Shaoxing Seventh Peoples Hosp, Dept Geriatr, Shaoxing, Zhejiang, Peoples R China
关键词
Alzheimer's disease; Apoptosis; Biomarkers; Mitochondrial Metabolism; CELL-DEATH; APOPTOSIS; RECOMMENDATIONS; HOMEOSTASIS; DYSFUNCTION;
D O I
10.1016/j.clinsp.2024.100373
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objectives: This study explored novel biomarkers that can affect the diagnosis and treatment in Alzheimer 's Disease (AD) related to mitochondrial metabolism. Methods: The authors obtained the brain tissue datasets for AD from the Gene Expression Omnibus (GEO) and downloaded the mitochondrial metabolism -related genes set from MitoCarta 3.0 for analysis. Differentially Expressed Genes (DEGs) were screened using the "limma " R package, and the biological functions and pathways were investigated by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses. The LASSO algorithm was used to identify the candidate center genes and validated in the GSE97760 dataset. PMAIP1 with the highest diagnostic value was selected and its effect on the occurrence of AD by biological experiments. Results: A sum of 364 DEGs and 50 hub genes were ascertained. GO and KEGG enrichment analysis demonstrated that DEGs were preponderantly associated with cell metabolism and apoptosis. Five genes most associated with AD as candidate central genes by LASSO algorithm analysis. Then, the expression level and speci ficity of candidate central genes were veri fied by GSE97760 dataset, which con firmed that PMAIP1 had a high diagnostic value. Finally, the regulatory effects of PMAIP1 on apoptosis and mitochondrial function were detected by siRNA, flow cytometry and Western blot. siRNA- PMAIP1 can alleviate mitochondrial dysfunction and inhibit cell apoptosis. Conclusion: This study identi fied biomarkers related to mitochondrial metabolism in AD and provided a theoretical basis for the diagnosis of AD. PMAIP1 was a potential candidate gene that may affect mitochondrial function in Hippocampal neuronal cells, and its mechanism deserves further study.
引用
收藏
页数:10
相关论文
共 50 条
  • [21] Synapsin 1 Ameliorates Cognitive Impairment and Neuroinflammation in Rats with Alzheimer's Disease: An Experimental and Bioinformatics Study
    Ma, Wei
    Lu, Kui
    Liang, Hua-Min
    Zhang, Jin-Yuan
    CURRENT ALZHEIMER RESEARCH, 2023, 20 (09) : 648 - 659
  • [22] Gene expression analysis reveals the dysregulation of immune and metabolic pathways in Alzheimer's disease
    Chen, Juan
    Xie, Chuncheng
    Zhao, Yanhong
    Li, Zhiyan
    Xu, Panpan
    Yao, Lifen
    ONCOTARGET, 2016, 7 (45) : 72469 - 72474
  • [23] Analysis of gene expression profiles in Alzheimer's disease patients with different lifespan: A bioinformatics study focusing on the disease heterogeneity
    Zhang, Ji
    Li, Xiaojia
    Xiao, Jun
    Xiang, Yang
    Ye, Fang
    FRONTIERS IN AGING NEUROSCIENCE, 2023, 15
  • [24] Exploring the protective effect and molecular mechanism of betulin in Alzheimer's disease based on network pharmacology, molecular docking and experimental validation
    Wang, Na
    Cui, Jiali
    Sun, Ziteng
    Chen, Fan
    He, Xiaping
    MOLECULAR MEDICINE REPORTS, 2024, 30 (06)
  • [25] Potential diagnostic markers and therapeutic targets for periodontitis and Alzheimer's disease based on bioinformatics analysis
    Yang, Kai
    Zhang, Zhaoqi
    Zhang, Qingyuan
    Zhang, Hongyu
    Liu, Xiaoju
    Jia, Zhicheng
    Ying, Zhenhao
    Liu, Wei
    JOURNAL OF PERIODONTAL RESEARCH, 2024, 59 (02) : 366 - 380
  • [26] Screening and Identification of Potential Peripheral Blood Biomarkers for Alzheimer's Disease Based on Bioinformatics Analysis
    Wang, Xin
    Wang, Lantao
    MEDICAL SCIENCE MONITOR, 2020, 26
  • [27] Identification of necroptosis-related genes in Parkinson's disease by integrated bioinformatics analysis and experimental validation
    Cheng, Lei
    Zhou, Zhongyan
    Shi, Wenting
    Zhang, Jing
    Qin, Liyun
    Hu, Hongyi
    Yan, Juntao
    Ye, Qing
    FRONTIERS IN NEUROSCIENCE, 2023, 17
  • [28] Exploring the Mechanism of Panax notoginseng Saponins against Alzheimer's Disease by Network Pharmacology and Experimental Validation
    Jiang, Yixuan
    Li, Shanliang
    Xie, Xiaoqin
    Li, Hemei
    Huang, Panling
    Li, Bocun
    Huo, Lini
    Zhong, Jing
    Li, Yuqing
    Xia, Xing
    EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE, 2021, 2021
  • [29] Association analysis of the paraoxonase-1 gene with Alzheimer's disease
    Cellini, Elena
    Tedde, Andrea
    Bagnoli, Silvia
    Nacmias, Benedetta
    Piacentini, Silvia
    Bessi, Valentina
    Bracco, Laura
    Sorbi, Sandro
    NEUROSCIENCE LETTERS, 2006, 408 (03) : 199 - 202
  • [30] A network-based analysis of key pharmacological pathways of Andrographis paniculata acting on Alzheimer's disease and experimental validation
    Gu, Lili
    Lu, Jiaqi
    Li, Qin
    Wu, Ningzi
    Zhang, Lingxi
    Li, Hongxing
    Xing, Wenmin
    Zhang, Xinyue
    JOURNAL OF ETHNOPHARMACOLOGY, 2020, 251