• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

高级与严格传统 12 导联心电图在冠心病、左心室肥厚和左心室收缩功能障碍的检测和筛查中的准确性。

Accuracy of advanced versus strictly conventional 12-lead ECG for detection and screening of coronary artery disease, left ventricular hypertrophy and left ventricular systolic dysfunction.

机构信息

Human Adaptation and Countermeasures Division, NASA Johnson Space Center, Houston, TX, USA.

出版信息

BMC Cardiovasc Disord. 2010 Jun 16;10:28. doi: 10.1186/1471-2261-10-28.

DOI:10.1186/1471-2261-10-28
PMID:20565702
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC2894002/
Abstract

BACKGROUND

Resting conventional 12-lead ECG has low sensitivity for detection of coronary artery disease (CAD) and left ventricular hypertrophy (LVH) and low positive predictive value (PPV) for prediction of left ventricular systolic dysfunction (LVSD). We hypothesized that a approximately 5-min resting 12-lead advanced ECG test ("A-ECG") that combined results from both the advanced and conventional ECG could more accurately screen for these conditions than strictly conventional ECG.

METHODS

Results from nearly every conventional and advanced resting ECG parameter known from the literature to have diagnostic or predictive value were first retrospectively evaluated in 418 healthy controls and 290 patients with imaging-proven CAD, LVH and/or LVSD. Each ECG parameter was examined for potential inclusion within multi-parameter A-ECG scores derived from multivariate regression models that were designed to optimally screen for disease in general or LVSD in particular. The performance of the best retrospectively-validated A-ECG scores was then compared against that of optimized pooled criteria from the strictly conventional ECG in a test set of 315 additional individuals.

RESULTS

Compared to optimized pooled criteria from the strictly conventional ECG, a 7-parameter A-ECG score validated in the training set increased the sensitivity of resting ECG for identifying disease in the test set from 78% (72-84%) to 92% (88-96%) (P < 0.0001) while also increasing specificity from 85% (77-91%) to 94% (88-98%) (P < 0.05). In diseased patients, another 5-parameter A-ECG score increased the PPV of ECG for LVSD from 53% (41-65%) to 92% (78-98%) (P < 0.0001) without compromising related negative predictive value.

CONCLUSION

Resting 12-lead A-ECG scoring is more accurate than strictly conventional ECG in screening for CAD, LVH and LVSD.

摘要

背景

静息常规 12 导联心电图(ECG)对冠心病(CAD)和左心室肥厚(LVH)的检测灵敏度较低,对左心室收缩功能障碍(LVSD)的预测阳性预测值(PPV)较低。我们假设,一种大约 5 分钟的静息 12 导联高级 ECG 测试(“A-ECG”),结合了高级和常规 ECG 的结果,比严格的常规 ECG 更能准确地筛查这些疾病。

方法

首先回顾性评估了近 418 名健康对照者和 290 名经影像学证实的 CAD、LVH 和/或 LVSD 患者的几乎所有文献中已知具有诊断或预测价值的常规和高级静息 ECG 参数。根据旨在优化筛查一般疾病或特定 LVSD 的多变量回归模型,对每个 ECG 参数进行了潜在纳入多参数 A-ECG 评分的检查。然后,在另外 315 名个体的测试集中,将经过回顾性验证的最佳 A-ECG 评分的性能与严格常规 ECG 的优化合并标准进行了比较。

结果

与严格常规 ECG 的优化合并标准相比,在训练集中验证的 7 个参数 A-ECG 评分提高了静息 ECG 在测试集中识别疾病的敏感性,从 78%(72-84%)提高到 92%(88-96%)(P <0.0001),同时特异性也从 85%(77-91%)提高到 94%(88-98%)(P <0.05)。在患病患者中,另一个 5 个参数的 A-ECG 评分提高了心电图对 LVSD 的 PPV,从 53%(41-65%)提高到 92%(78-98%)(P <0.0001),而不会影响相关的阴性预测值。

结论

静息 12 导联 A-ECG 评分比严格的常规 ECG 在筛查 CAD、LVH 和 LVSD 方面更准确。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3727/2894002/e4ae590c6ded/1471-2261-10-28-2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3727/2894002/758012f9ce0e/1471-2261-10-28-1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3727/2894002/e4ae590c6ded/1471-2261-10-28-2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3727/2894002/758012f9ce0e/1471-2261-10-28-1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3727/2894002/e4ae590c6ded/1471-2261-10-28-2.jpg

相似文献

1
Accuracy of advanced versus strictly conventional 12-lead ECG for detection and screening of coronary artery disease, left ventricular hypertrophy and left ventricular systolic dysfunction.高级与严格传统 12 导联心电图在冠心病、左心室肥厚和左心室收缩功能障碍的检测和筛查中的准确性。
BMC Cardiovasc Disord. 2010 Jun 16;10:28. doi: 10.1186/1471-2261-10-28.
2
Substantial prevalence of subclinical cardiovascular diseases in patients with hemophilia A evaluated by advanced electrocardiography.通过先进心电图检查评估的甲型血友病患者中亚临床心血管疾病的患病率较高。
J Electrocardiol. 2020 Jan-Feb;58:171-175. doi: 10.1016/j.jelectrocard.2019.12.008. Epub 2019 Dec 12.
3
T-wave inversion and diastolic dysfunction in patients with electrocardiographic left ventricular hypertrophy.心电图左心室肥厚患者的T波倒置与舒张功能障碍
J Electrocardiol. 2012 Nov-Dec;45(6):764-9. doi: 10.1016/j.jelectrocard.2012.06.001. Epub 2012 Jul 21.
4
Artificial Intelligence-Enabled ECG Algorithm to Identify Patients With Left Ventricular Systolic Dysfunction Presenting to the Emergency Department With Dyspnea.基于人工智能的心电图算法识别因呼吸困难就诊于急诊科的左心室收缩功能障碍患者。
Circ Arrhythm Electrophysiol. 2020 Aug;13(8):e008437. doi: 10.1161/CIRCEP.120.008437. Epub 2020 Aug 4.
5
Assessment of the coronary artery disease and systolic dysfunction in hypertensive patients with the dobutamine-atropine stress echocardiography: effect of the left ventricular hypertrophy.多巴酚丁胺-阿托品负荷超声心动图评估高血压患者的冠状动脉疾病和收缩功能障碍:左心室肥厚的影响
Cardiology. 1998;89(1):52-8. doi: 10.1159/000006743.
6
Advanced Electrocardiography Identifies Left Ventricular Systolic Dysfunction in Non-Ischemic Cardiomyopathy and Tracks Serial Change over Time.高级心电图可识别非缺血性心肌病中的左心室收缩功能障碍并追踪随时间的系列变化。
J Cardiovasc Dev Dis. 2015 May 13;2(2):93-107. doi: 10.3390/jcdd2020093.
7
Intravital and postmortem diagnostics of myocardial hypertrophy of the left ventricle:identity or convention?左心室心肌肥厚的活体与死后诊断:相同还是不同?
Ter Arkh. 2018 Sep 20;90(9):73-80. doi: 10.26442/terarkh201890973-80.
8
Plasma natriuretic peptides for community screening for left ventricular hypertrophy and systolic dysfunction: the Framingham heart study.用于社区筛查左心室肥厚和收缩功能障碍的血浆利钠肽:弗雷明汉心脏研究
JAMA. 2002 Sep 11;288(10):1252-9. doi: 10.1001/jama.288.10.1252.
9
Current diagnostic ECG criteria for left ventricular hypertrophy: is it time to change paradigm in the analysis of data?目前左心室肥大的诊断心电图标准:是时候改变数据分析模式了吗?
J Cardiovasc Med (Hagerstown). 2020 Feb;21(2):128-133. doi: 10.2459/JCM.0000000000000907.
10
Screening the population for left ventricular hypertrophy and left ventricular systolic dysfunction using natriuretic peptides: results from the Dallas Heart Study.利用利钠肽对人群进行左心室肥厚和左心室收缩功能障碍筛查:达拉斯心脏研究结果
Am Heart J. 2009 Apr;157(4):746-53.e2. doi: 10.1016/j.ahj.2008.12.017. Epub 2009 Feb 20.

引用本文的文献

1
Cardiac electrical abnormalities in a mouse model of left ventricular non-compaction cardiomyopathy.左心室致密化不全心肌病小鼠模型中的心脏电异常
PLoS One. 2025 May 7;20(5):e0314840. doi: 10.1371/journal.pone.0314840. eCollection 2025.
2
Advanced electrocardiography heart age: a prognostic, explainable machine learning approach applicable to sinus and non-sinus rhythms.高级心电图心脏年龄:一种适用于窦性和非窦性心律的预后性、可解释的机器学习方法。
Eur Heart J Digit Health. 2024 Oct 9;6(1):45-54. doi: 10.1093/ehjdh/ztae075. eCollection 2025 Jan.
3
Improved Endothelial and Autonomic Function after Transcatheter Aortic Valve Implantation.

本文引用的文献

1
Age and gender specific normal values of left ventricular mass, volume and function for gradient echo magnetic resonance imaging: a cross sectional study.梯度回波磁共振成像左心室质量、容积和功能的年龄及性别特异性正常值:一项横断面研究
BMC Med Imaging. 2009 Jan 21;9:2. doi: 10.1186/1471-2342-9-2.
2
Advanced electrocardiographic predictors of mortality in familial dysautonomia.家族性自主神经功能异常中死亡率的高级心电图预测指标
Auton Neurosci. 2008 Dec 15;144(1-2):76-82. doi: 10.1016/j.autneu.2008.08.016. Epub 2008 Oct 11.
3
Normal limits of the spatial QRS-T angle and ventricular gradient in 12-lead electrocardiograms of young adults: dependence on sex and heart rate.
经导管主动脉瓣植入术后内皮功能和自主神经功能改善
Rev Cardiovasc Med. 2023 May 8;24(5):140. doi: 10.31083/j.rcm2405140. eCollection 2023 May.
4
Accurate diagnosis of apical hypertrophic cardiomyopathy using explainable advanced electrocardiogram analysis.使用可解释的先进心电图分析准确诊断心尖肥厚型心肌病。
Europace. 2024 Mar 30;26(4). doi: 10.1093/europace/euae093.
5
Artificial intelligence-based identification of left ventricular systolic dysfunction from 12-lead electrocardiograms: external validation and advanced application of an existing model.基于人工智能从12导联心电图识别左心室收缩功能障碍:现有模型的外部验证及进阶应用
Eur Heart J Digit Health. 2023 Dec 20;5(2):144-151. doi: 10.1093/ehjdh/ztad081. eCollection 2024 Mar.
6
An Artificial Intelligence Analysis of Electrocardiograms for the Clinical Diagnosis of Cardiovascular Diseases: A Narrative Review.用于心血管疾病临床诊断的心电图人工智能分析:一项叙述性综述。
J Clin Med. 2024 Feb 11;13(4):1033. doi: 10.3390/jcm13041033.
7
Accelerated DNA methylation age plays a role in the impact of cardiovascular risk factors on the human heart.加速的 DNA 甲基化年龄在心血管风险因素对人类心脏的影响中发挥作用。
Clin Epigenetics. 2023 Oct 18;15(1):164. doi: 10.1186/s13148-023-01576-9.
8
Heart age gap estimated by explainable advanced electrocardiography is associated with cardiovascular risk factors and survival.通过可解释的先进心电图估计的心脏年龄差距与心血管危险因素和生存率相关。
Eur Heart J Digit Health. 2023 Jul 25;4(5):384-392. doi: 10.1093/ehjdh/ztad045. eCollection 2023 Oct.
9
Electrocardiographic parameters associated with pacemaker induced cardiomyopathy.与起搏器诱导性心肌病相关的心电图参数。
J Electrocardiol. 2023 Mar-Apr;77:17-22. doi: 10.1016/j.jelectrocard.2022.12.002. Epub 2022 Dec 13.
10
Physicians and Machine-Learning Algorithm Performance in Predicting Left-Ventricular Systolic Dysfunction from a Standard 12-Lead-Electrocardiogram.医生和机器学习算法在通过标准12导联心电图预测左心室收缩功能障碍方面的性能
J Clin Med. 2022 Nov 15;11(22):6767. doi: 10.3390/jcm11226767.
年轻成年人12导联心电图空间QRS-T角和心室梯度的正常范围:与性别和心率的关系。
J Electrocardiol. 2008 Nov-Dec;41(6):648-55. doi: 10.1016/j.jelectrocard.2008.07.006. Epub 2008 Sep 25.
4
High-frequency electrocardiogram analysis in the ability to predict reversible perfusion defects during adenosine myocardial perfusion imaging.高频心电图分析在预测腺苷心肌灌注成像期间可逆性灌注缺损方面的能力。
J Electrocardiol. 2007 Nov-Dec;40(6):510-4. doi: 10.1016/j.jelectrocard.2007.03.242. Epub 2007 May 24.
5
Subclinical coronary atherosclerosis and resting ECG abnormalities in an unselected general population.未选择的普通人群中的亚临床冠状动脉粥样硬化和静息心电图异常
Atherosclerosis. 2008 Feb;196(2):786-94. doi: 10.1016/j.atherosclerosis.2007.01.012. Epub 2007 Mar 13.
6
ACCF/AHA 2007 clinical expert consensus document on coronary artery calcium scoring by computed tomography in global cardiovascular risk assessment and in evaluation of patients with chest pain: a report of the American College of Cardiology Foundation Clinical Expert Consensus Task Force (ACCF/AHA Writing Committee to Update the 2000 Expert Consensus Document on Electron Beam Computed Tomography).美国心脏病学会基金会/美国心脏协会2007年关于计算机断层扫描冠状动脉钙化评分在全球心血管风险评估及胸痛患者评估中的临床专家共识文件:美国心脏病学会基金会临床专家共识工作组报告(美国心脏病学会基金会/美国心脏协会写作委员会更新2000年电子束计算机断层扫描专家共识文件)
Circulation. 2007 Jan 23;115(3):402-26. doi: 10.1161/CIRCULATIONAHA..107.181425. Epub 2007 Jan 12.
7
Improvement of the detection of myocardial ischemia thanks to information technologies.信息技术助力心肌缺血检测的改善。
Int J Cardiol. 2007 Aug 21;120(2):172-80. doi: 10.1016/j.ijcard.2006.09.025. Epub 2006 Dec 20.
8
QT variability strongly predicts sudden cardiac death in asymptomatic subjects with mild or moderate left ventricular systolic dysfunction: a prospective study.QT 变异性可强烈预测轻度或中度左心室收缩功能不全无症状受试者的心脏性猝死:一项前瞻性研究。
Eur Heart J. 2007 Jun;28(11):1344-50. doi: 10.1093/eurheartj/ehl367. Epub 2006 Nov 13.
9
Physiological assessment of coronary artery disease in the cardiac catheterization laboratory: a scientific statement from the American Heart Association Committee on Diagnostic and Interventional Cardiac Catheterization, Council on Clinical Cardiology.心脏导管实验室中冠状动脉疾病的生理评估:美国心脏协会临床心脏病学理事会诊断与介入心脏导管委员会的科学声明
Circulation. 2006 Sep 19;114(12):1321-41. doi: 10.1161/CIRCULATIONAHA.106.177276. Epub 2006 Aug 28.
10
Real-time multichannel system for beat-to-beat QT interval variability.用于逐搏QT间期变异性的实时多通道系统。
J Electrocardiol. 2006 Oct;39(4):358-67. doi: 10.1016/j.jelectrocard.2006.03.004. Epub 2006 Aug 21.