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Qi Zhang1, Bishuang Chen1, Ping Yang1
1School of Computer Science, Sichuan Normal University, Chengdu, China.
Abstract:
Alzheimer's disease (AD) is a progressive neurological disease that worsens with time. The hallmark illnesses include extracellular senile plaques caused by β-amyloid protein deposition, neurofibrillary tangles caused by tau protein hyperphosphorylation, and neuronal loss accompanying glial cell hyperplasia. Noncoding RNAs are substantially implicated in related pathophysiology, according to mounting data. However, the function of these ncRNAs is mainly unclear. Circular RNAs (circRNAs) include many miRNA-binding sites (miRNA response elements, MREs), which operate as miRNA sponges or competing endogenous RNAs (ceRNAs). The purpose of this study was to look at the role of circular RNAs (circRNAs) and microRNAs (miRNAs) in Alzheimer's disease (AD) as possible biomarkers. The Gene Expression Omnibus (GEO) database was used to obtain an expression profile of Alzheimer's disease patients (GSE5281, GSE122603, GSE97760, GSE150693, GSE1297, and GSE161435). Through preliminary data deletion, 163 genes with significant differences, 156 miRNAs with significant differences, and 153 circRNAs with significant differences were identified. Then, 10 key genes, led by MAPT and AP2M1, were identified by the mediation center algorithm, 34 miRNAs with obvious prognosis were identified by the cox regression model, and 16 key circRNAs were selected by the database. To develop competitive endogenous RNA (ceRNA) networks, hub circRNAs and mRNAs were used. Finally, GO analysis and clinical data verification of key genes were carried out. We discovered that a down-regulated circRNA (has_circ_002048) caused the increased expression of numerous miRNAs, which further inhibited the expression of a critical mRNA (AP2M1), leading to Alzheimer's disease pathology. The findings of this work contribute to a better understanding of the circRNA-miRNA-mRNA regulating processes in Alzheimer's disease. Furthermore, the ncRNAs found here might become novel biomarkers and potential targets for the development of Alzheimer's drugs.
Insights
Circular RNAs (circRNAs) and microRNAs (miRNAs) are key in Alzheimer's disease (AD) pathology. A specific circRNA, has_circ_002048, may serve as a novel biomarker for AD drug development.
Area of Science:
- Neuroscience
- Molecular Biology
- Genetics
Background:
- Alzheimer's disease (AD) is a progressive neurodegenerative disorder characterized by amyloid plaques, neurofibrillary tangles, and neuronal loss.
- Noncoding RNAs, including circular RNAs (circRNAs) and microRNAs (miRNAs), are increasingly recognized for their roles in AD pathophysiology.
- circRNAs can act as miRNA sponges (competing endogenous RNAs, ceRNAs), influencing gene expression.
Purpose of the Study:
- To investigate the roles of circRNAs and miRNAs in Alzheimer's disease (AD) as potential diagnostic biomarkers.
- To elucidate the circRNA-miRNA-mRNA regulatory network in AD pathogenesis.
Main Methods:
- Utilized Gene Expression Omnibus (GEO) database for Alzheimer's disease patient expression profiles (GSE5281, GSE122603, GSE97760, GSE150693, GSE1297, GSE161435).
- Identified differentially expressed genes, miRNAs, and circRNAs.
- Constructed competitive endogenous RNA (ceRNA) networks using hub circRNAs and mRNAs, followed by Gene Ontology (GO) analysis and clinical data verification.
Main Results:
- Identified 163 differentially expressed genes, 156 differentially expressed miRNAs, and 153 differentially expressed circRNAs.
- Discovered a specific down-regulated circRNA, has_circ_002048, which leads to increased miRNA expression.
- This dysregulation inhibits the expression of the critical mRNA, AP2M1, contributing to Alzheimer's disease pathology.
Conclusions:
- The circRNA-miRNA-mRNA regulatory axis, particularly involving has_circ_002048 and AP2M1, plays a significant role in Alzheimer's disease.
- The identified circRNAs and miRNAs represent novel potential biomarkers for AD diagnosis.
- These ncRNAs may serve as promising therapeutic targets for future Alzheimer's disease drug development.
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