急性损伤亚表型化和个性化医学
Melanie Meersch1, Timo Mayerhöfer2, Michael Joannidis2
1Department of Anesthesiology, Intensive Care and Pain Medicine, University Hospital Münster, Münster, Germany.
Current opinion in critical care
|November 6, 2024
概括
急性损伤 (AKI) 亚表型化为精准医学提供了一种新方法. 识别患有急性损伤的不同患者亚组可以指导向治疗并改善结果.
科学领域:
- 腎臟病學 (nephrology) 是一種醫學專業.
- 生物标志物 生物标志物
- 计算生物学 计算生物学
背景情况:
- 急性损伤 (AKI) 是一种复杂的综合征,具有显著的发病率和死亡率.
- 目前对AKI的治疗策略表现出有限的成功,这表明该综合征中的异质性.
研究的目的:
- 审查急性损伤 (AKI) 的新概念,重点关注亚表型.
- 探索亚表型化如何为AKI治疗提供精准医学方法.
主要方法:
- 对AKI的各种亚表型化方法的调查.
- 使用新的脏生物标志物.
- 机器学习和人工智能的应用.
- 对计算模型的探索.
主要成果:
- 亚表型识别在AKI中发现了不同的患者群体,需要量身定制的治疗策略.
- 新型脏生物标志物被推用于AKI定义标准和预防策略.
- 机器学习和人工智能正在临床上用于AKI亚类表型化.
结论:
- 亚表型化AKI增强了对该综合征的理解.
- 基于AKI亚型的向治疗策略可以改善患者的治疗结果.
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