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circRNA-miRNA-mRNA network in age-related macular degeneration: From construction to identification
Yu Su1, Yuexiong Yi2, Lu Li1
1Eye Center, Renmin Hospital of Wuhan University, Wuhan, Hubei province, 430060, PR China.
Abstract:
The aim of the present study was to investigate the pathogenesis of age-related macular degeneration (AMD) by constructing a regulatory circRNA-miRNA-mRNA network. By adjusting the P value to <0.05 and the absolute log value of fold change to >0.25, 2920 and 1057 differentially expressed mRNAs were identified from GSE50195 and GSE29801, respectively. Based on a literature review, Starbase database analysis, and RNA hybrid assays, we obtained 77 miRNA-mRNA and 331 circRNA-miRNA pairs. After combining these pairs, we constructed a circRNA-miRNA-mRNA network possessing 303 circRNA nodes, 4 miRNA nodes, 51 mRNA nodes, and 408 edges. By utilizing protein-protein network analysis, the MCODE algorithm, and the highest degree of circRNA node, we identified the regulatory axis of hsa_circRNA7329/hsa-miR-9/SCD. Hsa_circRNA7329 may regulate SCD through hsa-miR-9 to promote macrophage-mediated inflammation and pathologic angiogenesis, which lead to AMD development. However, the underlying details require further investigation.
Insights
Researchers constructed a circRNA-miRNA-mRNA network to understand age-related macular degeneration (AMD) pathogenesis. They identified a key regulatory axis, hsa_circRNA7329/hsa-miR-9/SCD, potentially driving AMD through inflammation and angiogenesis.
Area of Science:
- Ophthalmology
- Molecular Biology
- Genetics
Background:
- Age-related macular degeneration (AMD) is a leading cause of vision loss.
- The complex molecular mechanisms underlying AMD pathogenesis are not fully understood.
Purpose of the Study:
- To construct a regulatory circRNA-miRNA-mRNA network to elucidate AMD pathogenesis.
- To identify key regulatory axes involved in AMD development.
Main Methods:
- Differential gene expression analysis of AMD datasets (GSE50195, GSE29801).
- Construction of a circRNA-miRNA-mRNA network using Starbase database and RNA hybrid assays.
- Identification of key regulatory axes via protein-protein network analysis and MCODE algorithm.
Main Results:
- Identified 2920 and 1057 differentially expressed mRNAs.
- Constructed a network with 303 circRNA, 4 miRNA, and 51 mRNA nodes.
- Identified the hsa_circRNA7329/hsa-miR-9/SCD regulatory axis as a potential driver of AMD.
Conclusions:
- The hsa_circRNA7329/hsa-miR-9/SCD axis may promote AMD by enhancing macrophage-mediated inflammation and pathologic angiogenesis.
- Further investigation is required to fully elucidate the underlying molecular mechanisms.
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