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生物信息学分析和验证实验揭示了一组冠状动脉疾病的衰老标志基因和保护性miRNA。

Bioinformatic analyses and validated experiments reveal an aging hallmark gene set and protective miR of coronary artery disease.

作者信息

Chen Jing, Huang Hai-Zhen, Wu Hua-Yu, Wang Gui-Ding, Deng Jin-Long, Wu Dong-Feng, Wen Li-Na, Qiu Lan-Lan, Cui Chen-Xi, Song Chong-Yang, Pan Shang-Ling

机构信息

Department of Pathophysiology, School of Pre-clinical Medicine, Guangxi Medical University, 22 Shuangyong Road, Nanning, 530021, Guangxi, China.

Biobank, Department of Scientific Research, the First Affiliated Hospital of Guangxi University of Traditional Chinese Medicine, Nanning, 530022, Guangxi, China.

出版信息

Sci Rep. 2025 Sep 1;15(1):32102. doi: 10.1038/s41598-025-17668-w.

Abstract

To investigate how aging hallmarks exert roles in the age-related disease of coronary artery disease (CAD). R software and the GEO2R online tool identified differentially expressed genes (DEGs) and differentially expressed microRNAs (DEMis) in CAD microarray datasets from the Gene Expression Omnibus. Genes common to target genes of DEMis, DEGs, and an aging gene list from Human Aging Genomic Resources were then identified and analyzed for protein-protein interactions and functional and pathway enrichment. An miR-mRNA network was constructed using Cytoscape. Receiver operating characteristic curve analysis assessed the diagnostic utility of DEMis in CAD. The expression of two DEMis from a CAD cohort was employed to validate the findings. An aging hallmark gene set, comprising 18 genes, was delineated, with the hub gene TP53 established through protein-protein interaction and microRNA-mRNA networks. Within the microRNA-mRNA network, two DEMis (hsa-miR-423-5p and hsa-miR-564) potentially regulated TP53, rendering them potential CAD biomarkers, as indicated by their area under the curves (AUC) surpassing 0.6. Validation experiments corroborated an AUC of 0.7002 for hsa-miR-423-5p and 0.7261 for hsa-miR-564, highlighting its protective association with CAD. Combining hsa-miR-423-5p, hsa-miR-564, total cholesterol (TC), high-density lipoprotein-cholesterol (HDL-C), low-density lipoprotein-cholesterol (LDL-C), white blood cells (WBC) achieved an area under the receiver operating characteristics curve of 0.783. A CAD-associated gene set was identified, with TP53 as the central hub. Hsa-miR-564 emerged as a potential protective factor against CAD.

摘要

为研究衰老特征如何在冠状动脉疾病(CAD)这一与年龄相关的疾病中发挥作用。利用R软件和GEO2R在线工具,在来自基因表达综合数据库的CAD微阵列数据集中鉴定差异表达基因(DEGs)和差异表达微小RNA(DEMis)。然后鉴定DEMis、DEGs的靶基因与来自人类衰老基因组资源的衰老基因列表中的共同基因,并分析其蛋白质-蛋白质相互作用以及功能和通路富集情况。使用Cytoscape构建miR-mRNA网络。通过受试者工作特征曲线分析评估DEMis在CAD中的诊断效用。采用来自CAD队列的两个DEMis的表达来验证研究结果。划定了一个由18个基因组成的衰老特征基因集,通过蛋白质-蛋白质相互作用和微小RNA-信使核糖核酸网络确定了枢纽基因TP53。在微小RNA-信使核糖核酸网络中,两个DEMis(hsa-miR-423-5p和hsa-miR-564)可能调控TP53,使其成为潜在的CAD生物标志物,其曲线下面积(AUC)超过0.6即表明了这一点。验证实验证实hsa-miR-423-5p的AUC为0.7002,hsa-miR-564的AUC为0.7261,突出了其与CAD的保护性关联。将hsa-miR-423-5p、hsa-miR-564、总胆固醇(TC)、高密度脂蛋白胆固醇(HDL-C)、低密度脂蛋白胆固醇(LDL-C)、白细胞(WBC)相结合,受试者工作特征曲线下面积达到0.783。鉴定出一个与CAD相关的基因集,以TP53为中心枢纽。Hsa-miR-564成为对抗CAD的潜在保护因子。

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