Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Psychoneuroimmunology: Cardiovascular Disease01:27

Psychoneuroimmunology: Cardiovascular Disease

376
Psychoneuroimmunology (PNI) is a multidisciplinary field that examines how psychological factors, particularly stress, interact with the immune system and impact physical health. Research in PNI has shown that chronic or traumatic stress can disrupt both the hypothalamic-pituitary-adrenal axis and the sympathetic nervous system. These disruptions contribute to serious health conditions, including cardiovascular diseases.
A key area of focus in PNI is the relationship between stress and coronary...
376
Coronary Artery Disease I: Introduction01:30

Coronary Artery Disease I: Introduction

863
Coronary Artery Disease (CAD): An Overview with Scientific InsightsCoronary Artery Disease (CAD), often referred to as C-A-D, is a prevalent blood vessel disorder classified under the broader category of atherosclerosis. Atherosclerosis is a pathological process characterized by the hardening and narrowing of arteries due to the accumulation of atherosclerotic plaques. These plaques are composed of cholesterol, fatty substances, inflammatory cells, calcium, and fibrin, reducing blood flow to...
863

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Predicting Chemotherapy-Induced Peripheral Neuropathy Using Transformer-Based Multimodal Deep Learning.

Research (Washington, D.C.)·2025
Same author

Impact of comorbidities on health-related quality of life in diabetic patients: Evidence from a South Korean population-based panel study.

Science progress·2025
Same author

Rising prevalence of subthreshold and major depressive symptom in South Korea: A trend analysis from 2014 and 2018.

PloS one·2025
Same author

The mediating role of depression on the link between physical activity and health-related quality of life among people with diabetes: A cross-sectional study.

PloS one·2024
Same author

Risk factors for postoperative delirium in patients with cardiac surgery.

Science progress·2024
Same author

Health information-seeking behavior in patients with coronary artery disease: Activating methods.

PloS one·2024

相关实验视频

Updated: Jan 11, 2026

Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts
08:51

Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts

Published on: September 20, 2024

2.0K

在PCI后的患者中使用行为和生理数据进行多模式炎症风险建模.

Sanghee Kim1

  • 1College of Nursing, Keimyung University, Daegu, Republic of Korea.

PloS one
|November 10, 2025
PubMed
概括

可穿戴设备和生物标志物预测冠状动脉干预后的炎症. 将行为数据与生理标记结合起来,可以改善心血管风险管理.

科学领域:

  • 心血管医学 心血管医学
  • 生物标志物和炎症 生物标志物和炎症
  • 数字健康和可穿戴技术

背景情况:

  • 经皮肤冠状动脉干预 (PCI) 后持续的低级炎症与主要不良心血管事件 (MACE) 有关.
  • 目前的风险评估依赖于高灵敏度C反应蛋白 (hs-CRP) 等生物标志物,低利用可穿戴设备衍生的行为数据.

研究的目的:

  • 开发和验证PCI后患者持续炎症风险的多式预测模型.
  • 该模型将可穿戴设备衍生的行为数据与生理生物标志物集成在一起.

主要方法:

  • 对312名接受PCI的成年患者进行前性观察性研究.
  • 收集的数据包括电子健康记录,炎症标志物 (hs-CRP,IL-6,NLR) 和可穿戴生命记录变量 (步数,睡眠效率,HRV,SpO2) 长达6个月.
  • 我们比较了四种机器学习模型 (逻辑回归,随机森林,LSTM,变压器) 来预测hs-CRP减少,使用SHAP和注意力分析进行解释性.

主要成果:

  • 炎症改善的患者表现出明显更高的步数,睡眠效率,HRV和SpO2.
  • 变压器模型实现了最高的性能 (AUC 0.88,F1得分为 0.81).
  • SHAP分析强调了可修改的行为特征的强有力的预测贡献.

更多相关视频

On-Chip Endothelial Inflammatory Phenotyping
12:43

On-Chip Endothelial Inflammatory Phenotyping

Published on: July 21, 2012

11.3K
Intravascular Ultrasound Image-Based Finite Element Modeling Approach for Quantifying In Vivo Mechanical Properties of Human Coronary Artery
06:18

Intravascular Ultrasound Image-Based Finite Element Modeling Approach for Quantifying In Vivo Mechanical Properties of Human Coronary Artery

Published on: December 6, 2024

983

相关实验视频

Last Updated: Jan 11, 2026

Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts
08:51

Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts

Published on: September 20, 2024

2.0K
On-Chip Endothelial Inflammatory Phenotyping
12:43

On-Chip Endothelial Inflammatory Phenotyping

Published on: July 21, 2012

11.3K
Intravascular Ultrasound Image-Based Finite Element Modeling Approach for Quantifying In Vivo Mechanical Properties of Human Coronary Artery
06:18

Intravascular Ultrasound Image-Based Finite Element Modeling Approach for Quantifying In Vivo Mechanical Properties of Human Coronary Artery

Published on: December 6, 2024

983

结论:

  • 整合可穿戴设备衍生的行为和生理数据可以提高PCI后炎症结果的预测.
  • 行为指标与炎症密切相关,支持以患者为中心的自我调节干预措施,用于心血管风险管理.