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Mrps10在糖尿病视网膜病变中的高表达:基于公开转录组数据的生物信息学分析

High expression of Mrps10 in diabetic retinopathy: A bioinformatics analysis based on public transcriptomic data.

作者信息

Shen Yaqin

机构信息

Department of Ophthalmology, Second Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China.

出版信息

Medicine (Baltimore). 2025 Aug 29;104(35):e44179. doi: 10.1097/MD.0000000000044179.

Abstract

Diabetic retinopathy (DR) is one of the most common microvascular complications in diabetic patients, severely affecting their vision and quality of life. However, the precise molecular mechanisms underlying DR remain unclear. In recent years, mitochondrial ribosomal protein S10 (Mrps10) gene has gained attention due to its high expression, which may be associated with various metabolic disorders. This study aims to explore the expression profile of Mrps10 in diabetic retinopathy and its potential molecular mechanisms. To investigate the expression profile of Mrps10 in DR and explore its potential molecular mechanisms through integrated bioinformatics analysis of public transcriptomic data. We downloaded the diabetic retinopathy dataset GSE111465 from the gene expression omnibus database and used the "limma" package to identify differentially expressed genes. Functional enrichment analysis of differentially expressed genes was conducted through gene ontology analysis, Kyoto encyclopedia of genes and genomes pathway analysis, and metascape enrichment analysis. We also constructed gene modules using weighted gene co-expression network analysis and identified hub genes related to Dr Furthermore, the potential role of Mrps10 in DR was verified using protein-protein interaction networks and the comparative toxicogenomics database. Our study showed that Mrps10 was significantly overexpressed in the retinal tissues of diabetic retinopathy patients. Functional enrichment analysis revealed its association with mitochondrial dysfunction, oxidative stress, and other biological processes. Protein-protein interaction network analysis identified multiple key genes interacting with Mrps10, suggesting its regulatory role in the onset and progression of Dr Comparative toxicogenomics database analysis further supported the hypothesis that high Mrps10 expression is linked to Dr Mrps10 may promote the progression of diabetic retinopathy by regulating mitochondrial function and oxidative stress pathways, indicating its potential as a molecular target for Dr Future research should further investigate the biological functions of Mrps10 and its role in diabetic retinopathy to provide new insights for molecular-targeted therapies for Dr.

摘要

糖尿病视网膜病变(DR)是糖尿病患者最常见的微血管并发症之一,严重影响患者的视力和生活质量。然而,DR潜在的精确分子机制仍不清楚。近年来,线粒体核糖体蛋白S10(Mrps10)基因因其高表达而受到关注,其可能与多种代谢紊乱有关。本研究旨在探讨Mrps10在糖尿病视网膜病变中的表达谱及其潜在的分子机制。通过对公共转录组数据进行综合生物信息学分析,研究Mrps10在DR中的表达谱并探索其潜在的分子机制。我们从基因表达综合数据库下载了糖尿病视网膜病变数据集GSE111465,并使用“limma”软件包来识别差异表达基因。通过基因本体分析、京都基因与基因组百科全书通路分析和Metascape富集分析对差异表达基因进行功能富集分析。我们还使用加权基因共表达网络分析构建基因模块,并识别与DR相关的枢纽基因。此外,利用蛋白质-蛋白质相互作用网络和比较毒理基因组学数据库验证了Mrps10在DR中的潜在作用。我们的研究表明,Mrps10在糖尿病视网膜病变患者的视网膜组织中显著过表达。功能富集分析揭示了其与线粒体功能障碍、氧化应激及其他生物学过程的关联。蛋白质-蛋白质相互作用网络分析确定了多个与Mrps10相互作用的关键基因,表明其在DR发生和发展中的调控作用。比较毒理基因组学数据库分析进一步支持了Mrps10高表达与DR相关的假说。Mrps10可能通过调节线粒体功能和氧化应激途径促进糖尿病视网膜病变的进展,表明其作为DR分子靶点的潜力。未来的研究应进一步探究Mrps10的生物学功能及其在糖尿病视网膜病变中的作用,为DR的分子靶向治疗提供新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/64ec/12401390/9e733c9d7d2a/medi-104-e44179-g001.jpg

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