Identifying Hub Genes and miRNAs Associated with Alzheimer's Disease: A Bioinformatics Pathway to Novel Therapeutic Strategies

被引:0
作者
Gascon, Elisa [1 ,2 ,3 ,4 ]
Calvo, Ana Cristina [1 ,2 ,3 ,4 ]
Molina, Nora [1 ,2 ,3 ,4 ]
Zaragoza, Pilar [1 ,2 ,3 ,4 ]
Osta, Rosario [1 ,2 ,3 ,4 ]
机构
[1] Univ Zaragoza, Dept Anat Embryol & Anim Genet, Zaragoza 50013, Spain
[2] Ctr Invest Biomed Red Enfermedades Neurodegenerat, Ave Monforte de Lemos 3-5, Madrid 28029, Spain
[3] Univ Zaragoza, Agroalimentary Inst Aragon IA2, Zaragoza 50013, Spain
[4] Inst Hlth Res Aragon IIS, Ave San Juan Bosco 13, Zaragoza 50009, Spain
关键词
bioinformatics; omics; neurodegenerative diseases (NDDs); extracellular/circulating biomarkers; microRNA; Alzheimer; EXPRESSION; BIOMARKERS; FRAMEWORK; NETWORKS; LEVEL;
D O I
10.3390/biom14121641
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Alzheimer's disease (AD) is a neurodegenerative disorder that mainly affects the elderly population. It is characterized by cognitive impairment and dementia due to abnormal levels of amyloid beta peptide (A beta) and axonal Tau protein in the brain. However, the complex underlying mechanisms affecting this disease are not yet known, and there is a lack of standardized biomarkers and therapeutic targets. Therefore, in this study, by means of bioinformatics analysis, AD-affected brain tissue was analyzed using the GSE138260 dataset, identifying 612 differentially expressed genes (DEGs). Functional analysis revealed 388 upregulated DEGs associated with sensory perception and 224 downregulated DEGs linked to the regulation and modulation of synaptic processes. Protein-protein interaction network analysis identified 20 hub genes. Furthermore, miRNA target gene networks revealed 1767 miRNAs linked to hub genes, among which hsa-mir-106a-5p, hsa-mir-17-5p, hsa-mir-26a-5p, hsa-mir-27a-3p and hsa-mir-34a-5p were the most relevant. This study presents novel biomarkers and therapeutic targets for AD by analyzing the information obtained with a comprehensive literature review, providing new potential targets to study their role in AD.
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页数:14
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