4.5 Article

Immune-Related Hub Genes and the Competitive Endogenous RNA Network in Alzheimer's Disease

Journal

JOURNAL OF ALZHEIMERS DISEASE
Volume 77, Issue 3, Pages 1255-1265

Publisher

IOS PRESS
DOI: 10.3233/JAD-200081

Keywords

Alzheimer's disease; competitive endogenous RNA; hub genes; immune system

Categories

Funding

  1. National Natural Science Foundation of China [81530036]
  2. National Key Scientific Instrument and Equipment Development Project [31627803]
  3. Mission Program of Beijing Municipal Administration of Hospitals [SML20150801]
  4. Beijing Brain Initiative from Beijing Municipal Science & Technology Commission [Z161100000216137]
  5. Project for Outstanding Doctor with Combined Ability of Western and Chinese Medicine
  6. Beijing Municipal Commission of Health and Family Planning [PXM2019 026283 000003]
  7. Beijing Scholars Program

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Background: The pathogenesis of Alzheimer's disease (AD) involves various immune-related phenomena; however, the mechanisms underlying these immune phenomena and the potential hub genes involved therein are unclear. An understanding of AD-related immune hub genes and regulatory mechanisms would help develop new immunotherapeutic targets. Objective: The aim of this study was to explore the hub genes and the mechanisms underlying the regulation of competitive endogenous RNA (ceRNA) in immune-related phenomena in AD pathogenesis. Methods: We used the GSE48350 data set from the Gene Expression Omnibus database and identified AD immune-related differentially expressed RNAs (DERNAs). We constructed protein-protein interaction (PPI) networks for differentially expressed mRNAs and determined the degree for screening hub genes. By determining Pearson's correlation coefficient and using StarBase, DIANA-LncBase, and Human MicroRNA Disease Database (HMDD), the AD immune-related ceRNA network was generated. Furthermore, we assessed the upregulated and downregulated ceRNA subnetworks to identify key lncRNAs. Results: In total, 552 AD immune-related DERNAs were obtained. Twenty hub genes, including PIK3R1, B2M, HLA-DPB1, HLA-DQB1, PIK3CA, APP, CDC42, PPBP, C3AR1, HRAS, PTAFR, RAB37, FYN, PSMD1, ACTR10, HLA-E, ARRB2, GGH, ALDOA, and VAMP2 were identified on PPI network analysis. Furthermore, upon microRNAs (miRNAs) inhibition, we identified LINC00836 and DCTN1-AS1 as key lncRNAs regulating the aforementioned hub genes. Conclusion: AD-related immune hub genes include B2M, FYN, PIK3R1, and PIK3CA, and lncRNAs LINC00836 and DCTN1-AS1 potentially contribute to AD immune-related phenomena by regulating AD-related hub genes.

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