心脏衰竭的生物标志物:一个回顾和一个愿望
Laura Asta1, Calogera Pisano2, Adriana Sbrigata2
1Department of Neuroscience, Imaging and Clinical Sciences, Cardiac Surgery Department, University "G. d'Annunzio" Chieti-Pescara, 66100 Chieti, Italy.
新兴的生物标志物和人工智能有望改善心力衰竭的诊断和治疗. 结合多种生物标志物比单个标志物具有更好的临床相关性.
科学领域:
- 生物标志物的发现
- 心血管医学
- 个性化治疗
背景情况:
- 在心力衰竭 (HF) 管理方面,尿酸 (NP) 有局限性.
- 没有单一的生物标志物足以指导HF诊断,预后或结果.
- 结合与HF病理生理学相关的多种生物标志物可以加强管理.
研究的目的:
- 提供HF新兴生物标志物的概述.
- 讨论潜在的治疗目标和创新的治疗方法.
- 突显人工智能和多组学在生物标志物识别中的作用.
主要方法:
- 对新出现的HF生物标志物的文献综述.
- 综合生物标志物的临床相关性分析.
- 对生物标志物发现的人工智能和多组学方法的探索.
主要成果:
- 新兴的生物标志物,特别是结合起来时,比单个标志物更具有临床意义.
- 使用生物标志物作为点的创新疗法正在开发中.
- 人工智能和多组学可以促进生物标志物识别和临床相关性.
结论:
- 多种生物标志物和创新疗法具有改善HF预测,诊断和死亡率的巨大潜力.
- 克服局限性需要多学科的专业知识和进一步的研究.
- 以生物标志物为指导的个性化疗法为HF管理提供了有希望的未来.
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