累积心电图异常预测左心室喷射率的减少:EchoNext数据库分析分析
Solomon Kim1, Beshoy Saad1, Gary Chu2
1California Northstate University College of Medicine, Elk Grove, CA, USA.
Journal of electrocardiology
|January 9, 2026
概括
结合连续心电图 (ECG) 参数,如QRS持续时间和QT间隔 (QTc),可以比单个测量更好地预测左心室喷射率 (LVEF) 的降低. 然而,缺少的数据可能低估了这些心电图标记的真正预测能力.
科学领域:
- 心脏病学 心脏病学
- 医疗信息学 医疗信息学
- 生物统计学 生物统计学
背景情况:
- 个体心电图 (ECG) 异常与左心室喷射率 (LVEF) 的减少有关.
- 对LVEF的多个连续ECG参数与单个参数或二进制评分的协同预测值尚未完全理解.
研究的目的:
- 评估结合连续心电图参数 (QRS持续时间,PR间隔,心率校正的QT间隔-QTc) 的预测值,以减少LVEF.
- 将多参数连续心电图模型的预测性能与单个心电图参数和二进制评分方法进行比较.
主要方法:
- 分析了来自EchoNext数据库的89,630个ECG-心电图配对研究.
- 开发和评估七个逻辑回归模型,使用训练 (70%) 和验证 (30%) 集,调整年龄和性别.
- 模型的评估使用了引导式置信区间和5倍分层交叉验证,并对缺失的数据模式进行了系统评估.
主要成果:
- 全连续心电图模型显示公平歧视 (AUC 0.710) 与单独的QTc (AUC 0.695) 相比.
- QTc具有最强的个人关联 (AUC 0.695),其次是QRS持续时间 (AUC 0.673) 和PR间隔 (AUC 0.603).
- 随着心电图异常的数量 (p < 0.001) 的增加,LVEF ≤45%的患病率显著增加 (p < 0.001).
结论:
- 与单个参数或二进制分类相比,组合的连续心电图参数为减少LVEF提供了增强的预测价值.
- 由于非随机缺失数据导致的显著选择偏差表明,观察到的关联可能低估了真正的预测能力.
关键词:
诊断测试 诊断测试 诊断测试 诊断测试 诊断测试喷射分数的喷射分数是什么电心电图 (ECG) 是一种心电图.预测建模的预测建模.QRS的持续时间风险评估 风险评估 风险评估系统性功能障碍是什么更多相关视频
09:05Transthoracic Speckle Tracking Echocardiography for the Quantitative Assessment of Left Ventricular Myocardial Deformation
Published on: October 20, 2016
20.1K
05:16Cutoff Value of Phase Angle by Bioelectrical Impedance Analysis at Admission as a Prognostic Factor in Patients with Acute Heart Failure
Published on: June 10, 2025
522
相关概念视频
01:29Electrocardiogram
5.3K
An electrocardiogram (ECG or EKG) is a critical diagnostic tool that records the electrical signals produced by the heart during each heartbeat. This recording is achieved through electrodes placed strategically on the arms, legs, and chest. The electrocardiograph amplifies these signals and produces 12 distinct tracings, offering a comprehensive understanding of the heart's electrical activity.
Three major waveforms are present in a typical ECG recording: the P wave, the QRS complex, and...
Three major waveforms are present in a typical ECG recording: the P wave, the QRS complex, and...
5.3K
01:28Electrocardiogram Fundamentals
1.4K
Introduction
An electrocardiogram (ECG) is a diagnostic tool for identifying cardiac conditions such as arrhythmias, conduction abnormalities, and myocardial ischemia.
Definition
An electrocardiogram (ECG) visualizes the heart's electrical activity by tracing the electrical movement associated with each heartbeat on a graph or monitor. As the heart beats, an electrical wave passes through it, correlating with the cardiac cycle events.
Parts of an ECG
An ECG utilizes electrodes on the skin...
An electrocardiogram (ECG) is a diagnostic tool for identifying cardiac conditions such as arrhythmias, conduction abnormalities, and myocardial ischemia.
Definition
An electrocardiogram (ECG) visualizes the heart's electrical activity by tracing the electrical movement associated with each heartbeat on a graph or monitor. As the heart beats, an electrical wave passes through it, correlating with the cardiac cycle events.
Parts of an ECG
An ECG utilizes electrodes on the skin...
1.4K
01:25Correlation between ECG and Cardiac Cycle
11.7K
The electrical signals recorded on an electrocardiogram (ECG) occur before the mechanical processes of contraction and relaxation during the cardiac cycle.
A cardiac action potential originates in the SA node and spreads throughout the atria and the AV node in approximately 0.03 seconds. This results in the P wave in an ECG and triggers atrial contraction. The action potential is then briefly slowed at the AV node, allowing the atria to contract and fill the ventricles with blood before...
A cardiac action potential originates in the SA node and spreads throughout the atria and the AV node in approximately 0.03 seconds. This results in the P wave in an ECG and triggers atrial contraction. The action potential is then briefly slowed at the AV node, allowing the atria to contract and fill the ventricles with blood before...
11.7K
01:17Imaging Studies for Cardiovascular System I:Echocardiography
720
Cardiac imaging studies encompass a wide range of noninvasive and minimally invasive techniques designed to visualize the heart's structure and function in detail. One such technique is echocardiography, which uses high-frequency ultrasound waves to produce detailed images of the heart, known as echocardiograms.
Indications: Echocardiography is utilized to diagnose heart failure, valve disorders, and myocardial infarction. It also assesses cardiac structures' size, shape, and motion,...
Indications: Echocardiography is utilized to diagnose heart failure, valve disorders, and myocardial infarction. It also assesses cardiac structures' size, shape, and motion,...
720
01:30Acute Coronary Syndrome III: Diagnostic Studies
207
Diagnosing acute coronary syndrome or ACS begins with a thorough patient history. Notable symptoms include central, crushing chest pain radiating to the left arm, neck, jaw, or back, along with shortness of breath, sweating (diaphoresis), nausea, vomiting, dizziness, and palpitations.It is crucial to note any history of cardiac illnesses and assess risk factors, including age, gender, smoking, hypertension, diabetes, hyperlipidemia, and a sedentary lifestyle.During physical examination, vital...
207
01:30Dysrhythmias V: Evaluating Dysrhythmias
323
Dysrhythmias, also known as arrhythmias, are disturbances in the heart's rhythm that range from benign to life-threatening. A thorough evaluation is crucial for appropriate management and involves a comprehensive medical history, physical examination, and various diagnostic tests.Medical HistorySymptoms: Collect detailed information on palpitations, dizziness, syncope, chest pain, and fatigue. Note their onset, frequency, and triggers.Previous Cardiac Issues: Document any history of heart...
323