鉴定不同人群中扩张性心肌病中心力衰竭的关键基因
Yue Yu1,2, Chentian Xue2, Dong Ji1,2
1Nantong Hospital of Traditional Chinese Medicine, Nantong Hospital Affiliated to Nanjing University of Chinese Medicine, Nantong, Jiangsu, China.
Frontiers in genetics
|October 29, 2025
概括
这项研究确定了扩张性心肌病中心力衰竭 (HF) 的关键生物标志物,揭示了不同人群和性别的显著差异. MYH6,ASPN和COL14A1已经成为潜在的高频率预测标志物.
科学领域:
- 心血管疾病研究研究
- 基因组学和生物信息学
- 生物标志物发现发现
背景情况:
- 心力衰竭 (HF) 是一种关键的末期心血管疾病,也是导致死亡的主要原因.
- 了解高频机制和识别生物标志物对于不同的人口和性别至关重要.
研究的目的:
- 为了确定心力衰竭 (HF) 的潜在生物标志物.
- 阐明不同人群和性别之间HF发展的潜在机制.
主要方法:
- 利用了五个心力衰竭与扩张性心肌病数据集进行验证.
- 进行了差异基因表达分析和加权基因共同表达网络分析.
- 使用机器学习模型 (LASSO,SVM-REF,RF) 进行Hub基因识别和名录构造.
主要成果:
- 功能丰富揭示了HF的发病与炎症,免疫反应,Wnt信号传递和新陈代谢有关.
- 免疫透分析显示,HF患者的细胞丰度有明显的差异.
- 确定了MYH6,ASPN和COL14A1作为关键的Hub基因,并检测到了几种特定于性别和种族的生物标志物.
结论:
- 心力衰竭生物标志物在不同人群和性别中表现出显著的变化.
- MYH6,ASPN和COL14A1显示为扩大心肌病中心力衰竭的潜在生物标志物.
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