生物信息分析和验证的实验揭示了冠状动脉疾病的衰老特征基因组和保护性基因组
Jing Chen1,2, Hai-Zhen Huang1, Hua-Yu Wu3
1Department of Pathophysiology, School of Pre-clinical Medicine, Guangxi Medical University, 22 Shuangyong Road, Nanning, 530021, Guangxi, China.
这项研究揭示了与冠状动脉疾病 (CAD) 相关的关键衰老基因和微RNA. 两个微RNAs,hsa-miR-423-5p和hsa-miR-564,显示为CAD的诊断生物标志物.
科学领域:
- 基因组学
- 分子生物学
- 心血管疾病研究
背景情况:
- 衰老的特征有助于与年龄相关的疾病,如冠状动脉疾病 (CAD).
- 鉴定衰老与CAD相关的分子因素对于了解疾病机制至关重要.
研究的目的:
- 研究衰老特征在冠状动脉疾病中的作用.
- 确定用于CAD诊断和预后的新型微RNA (miRNA) 和基因生物标志物.
主要方法:
- 使用基因表达总 (GEO) 数据集的差异基因和miRNA表达分析.
- 蛋白-蛋白相互作用和miRNA-mRNA网络的构建.
- 用接收器操作特征 (ROC) 曲线分析在CAD队列中验证已识别的生物标志物.
主要成果:
- 鉴定了一组衰老特征基因,其中TP53是核心基因.
- 发现两个差异表达的miRNAs (DEMis),hsa- miR-423-5p和hsa- miR-564,可能调节TP53.
- 结合包括临床因素的分析结果,AUC为0. 783.
结论:
- Hsa-miR-423-5p和hsa-miR-564是冠状动脉疾病 (CAD) 的潜在诊断生物标志物.
- Hsa- miR-564可能起到防治CAD的作用.
- 将这些miRNA与临床参数相结合,可以提高CAD诊断的准确性.
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