多组学分析揭示了冠状动脉样硬化的生物标志物:发生和发展
Mengxue He1, Dongxue Wang2, Yong-Jiang Xu1
1State Key Laboratory of Food Science and Technology, School of Food Science and Technology, National Engineering Research Center for Functional Food, National Engineering Laboratory for Cereal Fermentation Technology, Collaborative Innovation Center of Food Safety and Quality Control in Jiangsu Province, Jiangnan University, Wuxi, China.
来自血代谢物的新生物标志物显示为诊断冠状动脉硬化 (CA) 严重性的有希望. 这项多项研究确定了改善早期检测和个性化CA管理的关键代谢变化.
科学领域:
- 心血管研究
- 代谢学
- 生物标志物发现
背景情况:
- 冠状动脉硬化 (CA) 是导致高死亡率的心血管疾病的主要原因.
- 目前的诊断方法往往不足以用于早期或亚临床CA检测.
- 需要敏感和特定的生物标志物来诊断和评估CA的严重程度.
研究的目的:
- 发现敏感和特定的生物标志物来诊断冠状动脉硬化 (CA) 的严重程度.
- 评估已识别的生物标志物板的诊断性能.
- 评估改善CA早期诊断和个性化管理的潜力.
主要方法:
- 在发现,测试和验证队伍中,来自443名参与者的多种数据集成.
- 使用随机森林模型精制生物标记面板.
- 在AC发生率和严重程度的盲目验证队伍中评估生物标志物的性能.
主要成果:
- 血代谢物与CA严重程度有很强的相关性,并区分了不同的CA阶段.
- 一个诊断模型实现了AUC> 0. 933,具有高灵敏度和特异性.
- 在盲目验证队列中,生物标志物小组表现良好,在对伴随性疾病进行调整后,大多数仍然显著.
结论:
- 显著的代谢变化与冠状动脉硬化 (CA) 的进展有关.
- 已建立的生物标记面板显示了诊断CA严重性的潜力.
- 发现的关键代谢物可能有助于早期诊断和个性化治疗CA.
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