Identification of Two CDK5R1-Related Subtypes and Characterization of Immune Infiltrates in Alzheimer’s Disease Based on an Integrated Bioinformatics Analysis

التفاصيل البيبلوغرافية
العنوان: Identification of Two CDK5R1-Related Subtypes and Characterization of Immune Infiltrates in Alzheimer’s Disease Based on an Integrated Bioinformatics Analysis
المؤلفون: Xu Shao, Yanxian Yang, Jieyun Chen, Runping Zhao, Lei Xu, Xilong Guo, Yu Feng, Lina Qin
المصدر: Computational and Mathematical Methods in Medicine.
بيانات النشر: Hindawi, 2022.
سنة النشر: 2022
مصطلحات موضوعية: General Immunology and Microbiology, Article Subject, Applied Mathematics, Modeling and Simulation, General Medicine, General Biochemistry, Genetics and Molecular Biology
الوصف: Background. Alzheimer’s disease (AD) is a neurodegenerative disorder and the major cause of senile dementia. The Reelin pathway has been involved in both learning and AD pathogenesis. However, the specific Reelin-related gene signature during the pathological process remains unknown. Methods. Reelin-related gene (CDK5R1) expression was analyzed using the GEO datasets. The relevant genes of CDK5R1 were identified using differential expression analysis and weighted gene correlation network analysis (WGCNA) based on the GSE43850 dataset. ConsensusClusterPlus analysis was applied to identify subtypes (C1 and C2) of AD. The CIBERSORT algorithm was used to assess the immune cell infiltration between the two AD subtypes. Results. CDK5R1 was downregulated in AD. 244 differentially expressed CDK5R1-related genes (DECRGs) between the two subgroups were mainly enriched in GABAergic synapse, neuroactive ligand-receptor interaction, synapse organization, neurotransmitter transport, etc. Furthermore, the GSVA results indicated that immune-related pathways were significantly enriched in the C1 subgroup. Interestingly, 10 Reelin pathway-related genes (CRK, DAB2IP, LRP8, RELN, STAT5A, CDK5, CDK5R1, DAB1, FYN, and SH3KBP1) were abnormally expressed between the two subgroups. The proportion of T cell gamma delta, monocytes, macrophage M2, and dendritic cells activated decreased from C1 to C2, while the proportion of plasma cells, T cell follicular helper, and NK cells activated increased. Conclusion. Two CDK5R1-related subtypes of AD were identified, helping us to better understand the role of CDK5R1 in the pathological process of AD.
وصف الملف: text/xhtml
اللغة: English
تدمد: 1748-670X
DOI: 10.1155/2022/6766460
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c63ba976d188807f166e57d35aef67ab
حقوق: OPEN
رقم الأكسشن: edsair.doi.dedup.....c63ba976d188807f166e57d35aef67ab
قاعدة البيانات: OpenAIRE
الوصف
تدمد:1748670X
DOI:10.1155/2022/6766460