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Multiscale Residual Network Based on Channel Spatial Attention Mechanism for Multilabel ECG Classification. JOURNAL OF HEALTHCARE ENGINEERING 2021; 2021:6630643. [PMID: 34055274 PMCID: PMC8112932 DOI: 10.1155/2021/6630643] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Revised: 03/01/2021] [Accepted: 04/01/2021] [Indexed: 11/18/2022]
Abstract
Automatic classification of ECG is very important for early prevention and auxiliary diagnosis of cardiovascular disease patients. In recent years, many studies based on ECG have achieved good results, most of which are based on single-label problems; one record corresponds to one label. However, in actual clinical applications, an ECG record may contain multiple diseases at the same time. Therefore, it is very important to study the multilabel ECG classification. In this paper, a multiscale residual deep neural network CSA-MResNet model based on the channel spatial attention mechanism is proposed. Firstly, the residual network is integrated into a multiscale manner to obtain the characteristics of ECG data at different scales and then increase the channel spatial attention mechanism to better focus on more important channels and more important ECG data fragments. Finally, the model is used to classify multilabel in large databases. The experimental results on the multilabel CCDD show that the CSA-MResNet model has an average F1 score of 88.2% when the multilabel classification of 9 ECGs is performed. Compared with the benchmark model, the F1 score of CSA-MResNet in the multilabel ECG classification increased by up to 1.7%. And, in the model verification on another database HF-challenge, the final average F1 score is 85.8%. Compared with the state-of-the-art methods, CSA-MResNet can help cardiologists perform early-stage rapid screening of ECG and has a certain generalization performance, providing a feasible analysis method for multilabel ECG classification.
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Schmitz T, Thilo C, Linseisen J, Heier M, Peters A, Kuch B, Meisinger C. Admission ECG changes predict short term-mortality after acute myocardial infarction less reliable in patients with diabetes. Sci Rep 2021; 11:6307. [PMID: 33737645 PMCID: PMC7973741 DOI: 10.1038/s41598-021-85674-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 03/02/2021] [Indexed: 11/25/2022] Open
Abstract
Prior studies examined association between short-term mortality and certain changes in the admission ECG in acute myocardial infarction (AMI). Nevertheless, little is known about possible differences between patients with diabetes and without diabetes in this regard. So the aim of the study was to investigate the association between 28-day case fatality according to certain ECG changes comparing AMI cases with and without diabetes from the general population. From 2000 until 2017 a total of 9756 AMI cases was prospectively recorded in the study Area of Augsburg, Germany. Each case was assigned to one of the following groups according to admission ECG: ‘ST-elevation’, ‘ST-depression’, ‘only T-negativity’, ‘predominantly bundle branch block’, ‘unspecific changes’ and ‘normal ECG’ (the last two were put together for regression analyses). Multivariable adjusted logistic regression models were calculated to compare 28-day case-fatality between the ECG groups for the total sample and separately for diabetes and non-diabetes cases. For the non-diabetes group, the parsimonious logistic regression model revealed significantly better 28-day-outcome for the ‘normal ECG / unspecific changes’ group (OR: 0.47 [0.29–0.76]) compared to the reference group (STEMI). Contrary, in AMI cases with diabetes the category ‘normal ECG / unspecific changes’ was not significantly associated with lower short-term mortality (OR: 0.87 [0.49–1.54]). Neither of the other ECG groups was significantly associated with 28-day-mortality in the parsimonious logistic regression models. Consequently, the absence of AMI-typical changes in the admission ECG predicts favorable short-term mortality only in non-diabetic cases, but not so in patients with diabetes.
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Affiliation(s)
- Timo Schmitz
- MONIKA/KORA Myocardial Infarction Registry, University Hospital of Augsburg, Augsburg, Germany. .,Chair of Epidemiology, LMU München at UNIKA-T Augsburg, Augsburg, Germany.
| | - Christian Thilo
- Department of Cardiology, University Hospital of Augsburg, Augsburg, Germany
| | - Jakob Linseisen
- Chair of Epidemiology, LMU München at UNIKA-T Augsburg, Augsburg, Germany.,IRG Clinical Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
| | - Margit Heier
- KORA Study Centre, University Hospital of Augsburg, Augsburg, Germany.,Institute of Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
| | - Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany.,German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Bernhard Kuch
- Department of Internal Medicine, Hospital Nördlingen, Nördlingen, Germany
| | - Christa Meisinger
- Chair of Epidemiology, LMU München at UNIKA-T Augsburg, Augsburg, Germany.,IRG Clinical Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
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Hayıroğlu Mİ, Lakhani I, Tse G, Çınar T, Çinier G, Tekkeşin Aİ. In-Hospital Prognostic Value of Electrocardiographic Parameters Other Than ST-Segment Changes in Acute Myocardial Infarction: Literature Review and Future Perspectives. Heart Lung Circ 2020; 29:1603-1612. [PMID: 32624331 DOI: 10.1016/j.hlc.2020.04.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 04/11/2020] [Accepted: 04/26/2020] [Indexed: 01/25/2023]
Abstract
Electrocardiography (ECG) remains an irreplaceable tool in the management of the patients with myocardial infarction, with evaluation of the QRS and ST segment being the present major focus. Several ECG parameters have already been proposed to have prognostic value with regard to both in-hospital and long-term follow-up of patients. In this review, we discuss various ECG parameters other than ST segment changes, particularly with regard to their in-hospital prognostic importance. Our review not only evaluates the prognostic segments and parts of ECG, but also highlights the need for an integrative approach in big data to re-assess the parameters reported to predict in-hospital prognosis. The evolving importance of artificial intelligence in evaluation of ECG, particularly with regard to predicting prognosis, and the potential integration with other patient characteristics to predict prognosis, are discussed.
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Affiliation(s)
- Mert İlker Hayıroğlu
- Department of Cardiology, Haydarpasa Sultan Abdulhamid Han Training and Research Hospital, Istanbul, Turkey.
| | - Ishan Lakhani
- Department of Medicine and Therapeutics, Faculty of Medicine, Chinese University of Hong Kong, China
| | - Gary Tse
- Department of Medicine and Therapeutics, Faculty of Medicine, Chinese University of Hong Kong, China; Faculty of Medicine, Li Ka Shing Institute of Health Sciences, Chinese University of Hong Kong, Hong Kong, China
| | - Tufan Çınar
- Department of Cardiology, Haydarpasa Sultan Abdulhamid Han Training and Research Hospital, Istanbul, Turkey
| | - Göksel Çinier
- Department of Cardiology, Kaçkar State Hospital, Rize, Turkey
| | - Ahmet İlker Tekkeşin
- Department of Cardiology, Dr. Siyami Ersek Thoracic and Cardiovascular Surgery Training and Research Hospital, Istanbul, Turkey
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Chen PF, Tang L, Pei JY, Yi JL, Xing ZH, Fang ZF, Zhou SH, Hu XQ. Prognostic value of admission electrocardiographic findings in non-ST-segment elevation myocardial infarction. Clin Cardiol 2020; 43:574-580. [PMID: 32125713 PMCID: PMC7299002 DOI: 10.1002/clc.23349] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 01/24/2020] [Accepted: 02/14/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Admission electrocardiographic (ECG) findings of non-ST-segment elevation myocardial infarction (NSTEMI) include transient ST-segment elevation (TSTE), ST-segment depression (STD), T-wave inversion (TWI), and no ischemic changes (NIC). HYPOTHESIS This study aimed to assess the prognostic value of qualitative ECG findings at presentation and to clarify the influence of invasive treatment on the prognostic value of admission ECG findings. METHODS We analyzed the Acute Coronary Syndrome Quality Improvement in Kerala (ACS QUIK) study post hoc. NSTEMI patients were included and classified into four groups per ECG findings. Study endpoints were in-hospital and 30-day mortality rates and major adverse events (MAE). We performed multivariate logistic regression, adjusting for covariates in the Global Registry of Acute Coronary Events risk model, with subset analyses of patients treated with or without invasive management. RESULTS STD patients had significantly higher in-hospital and 30-day mortality rates/MAE than TWI patients, which had lower in-hospital mortality rate/MAE than the NIC group. TSTE patients had intermediate outcomes. In multivariate logistic regression using the TWI group as the reference, STD and NIC remained independently associated with worse outcomes. Subset analysis showed prognostic value of admission ECG in non-invasively managed but not in invasively managed patients. CONCLUSIONS STD was associated with adverse outcomes, TWI with benign prognoses. NIC should not be taken to indicate low risk. Qualitative analysis of admission ECG is suitable for rapid risk stratification of NSTMI patients at presentation. However, it may not be predictive of short-term outcomes of NSTEMI patients after invasive management.
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Affiliation(s)
- Peng-Fei Chen
- Department of Cardiology, Second Xiangya Hospital of Central South University, Changsha, China
| | - Liang Tang
- Department of Cardiology, Second Xiangya Hospital of Central South University, Changsha, China
| | - Jun-Yu Pei
- Department of Cardiology, Second Xiangya Hospital of Central South University, Changsha, China
| | - Jun-Lin Yi
- Department of Cardiology, Second Xiangya Hospital of Central South University, Changsha, China
| | - Zhen-Hua Xing
- Department of Cardiology, Second Xiangya Hospital of Central South University, Changsha, China
| | - Zhen-Fei Fang
- Department of Cardiology, Second Xiangya Hospital of Central South University, Changsha, China
| | - Sheng-Hua Zhou
- Department of Cardiology, Second Xiangya Hospital of Central South University, Changsha, China
| | - Xin-Qun Hu
- Department of Cardiology, Second Xiangya Hospital of Central South University, Changsha, China
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ECG analysis in patients with acute coronary syndrome undergoing invasive management: rationale and design of the electrocardiography sub-study of the MATRIX trial. J Electrocardiol 2019; 57:44-54. [PMID: 31491602 DOI: 10.1016/j.jelectrocard.2019.08.045] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2019] [Revised: 08/18/2019] [Accepted: 08/27/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND The twelve‑lead electrocardiogram (ECG) has become an essential tool for the diagnosis, risk stratification, and management of patients with acute coronary syndromes (ACS). However, several areas of residual controversies or gaps in evidence exist. Among them, P-wave abnormalities identifying atrial ischemia/infarction are largely neglected in clinical practice, and their diagnostic and prognostic implications remain elusive; the value of ECG to identify the culprit lesion has been investigated, but validated criteria indicating the presence of coronary occlusion in patients without ST-elevation are lacking; finally, which criteria among the multiple proposed, better define pathological Q-waves or success of revascularisation deserve further investigations. METHODS The Minimizing Adverse hemorrhagic events via TRansradial access site and systemic Implementation of AngioX (MATRIX) trial was designed to test the impact of bleeding avoidance strategies on ischemic and bleeding outcomes across the whole spectrum of patients with ACS receiving invasive management. The ECG-MATRIX is a pre-specified sub-study of the MATRIX programme which aims at analyzing the clinical value of ECG metrics in 4516 ACS patients (with and without ST-segment elevation in 2212 and 2304 cases, respectively) with matched pre and post-treatment ECGs. CONCLUSIONS This study represents a unique opportunity to further investigate the role of ECGs in the diagnosis and risk stratification of ACS patients with or without ST-segment deviation, as well as to assess whether the radial approach and bivalirudin may affect post-treatment ECG metrics and patterns in a large contemporary ACS population.
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Swenne CA, Pahlm O, Atwater BD, Bacharova L. Galen Wagner, M.D., Ph.D. (1939–2016) as international mentor of young investigators in electrocardiology. J Electrocardiol 2017; 50:21-46. [DOI: 10.1016/j.jelectrocard.2016.11.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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Dr. Galen Wagner (1939-2016) as an Academic Writer: An Overview of his Peer-reviewed Scientific Publications. J Electrocardiol 2017; 50:47-73. [DOI: 10.1016/j.jelectrocard.2016.11.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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Dodd KW, Elm KD, Smith SW. Comparison of the QRS Complex, ST-Segment, and T-Wave Among Patients with Left Bundle Branch Block with and without Acute Myocardial Infarction. J Emerg Med 2016; 51:1-8. [DOI: 10.1016/j.jemermed.2016.02.029] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2015] [Revised: 01/25/2016] [Accepted: 02/03/2016] [Indexed: 11/16/2022]
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Sarak B, Goodman SG, Yan RT, Tan MK, Steg PG, Tan NS, Fox KAA, Udell JA, Brieger D, Welsh RC, Gale CP, Yan AT. Prognostic value of dynamic electrocardiographic T wave changes in non-ST elevation acute coronary syndrome. Heart 2016; 102:1396-402. [DOI: 10.1136/heartjnl-2015-309161] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Accepted: 03/24/2016] [Indexed: 02/07/2023] Open
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Matsukane A, Hayashi T, Tanaka Y, Iwasaki M, Kubo S, Asakawa T, Takahashi Y, Imamura Y, Hirahata K, Joki N, Hase H. Usefulness of an Upright T-Wave in Lead aVR for Predicting the Short-Term Prognosis of Incident Hemodialysis Patients: A Potential Tool for Screening High-Risk Hemodialysis Patients. Cardiorenal Med 2015; 5:267-77. [PMID: 26648943 DOI: 10.1159/000433562] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2015] [Accepted: 05/13/2015] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND/AIMS An upright T-wave in lead aVR (aVRT) has recently been reported to be associated with cardiovascular death and mortality among the general population and patients with prior cardiovascular disease (CVD). However, evidence for the predictive ability of aVRT in patients with chronic kidney disease is lacking. Therefore, a hospital-based, prospective, cohort study was conducted to evaluate the predictive ability of an upright aVRT for the short-term prognosis in incident hemodialysis patients. METHODS Among 208 patients who started maintenance hemodialysis, 79 with preexisting CVD (CVD cohort) and 129 with no history of CVD (non-CVD cohort), were studied. An upright and non-upright aVRT were defined as a wave with a positive deflection in amplitude of ≥0 mV and a negative deflection in amplitude of <0 mV, respectively. The endpoint was all-cause death. RESULTS Overall, the prevalence of an upright aVRT was 22.6% at baseline. During the mean follow-up period of 2.1 ± 1.0 years, 33 deaths occurred. Cumulative survival rates at 3 years after starting dialysis in patients with an upright and non-upright aVRT were 50.0 and 80.7%, respectively, in the CVD cohort and 92.0 and 91.3%, respectively, in the non-CVD cohort. In the CVD cohort, multivariate Cox regression analysis showed that an upright aVRT was an independent predictor of death after adjusting for confounding variables. CONCLUSION Among Japanese hemodialysis patients at high risk for CVD, an upright aVRT seems to be useful for predicting death.
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Affiliation(s)
- Ai Matsukane
- Division of Nephrology, Toho University Ohashi Medical Center, Tokyo, Japan
| | - Toshihide Hayashi
- Division of Nephrology, Toho University Ohashi Medical Center, Tokyo, Japan
| | - Yuri Tanaka
- Division of Nephrology, Toho University Ohashi Medical Center, Tokyo, Japan
| | - Masaki Iwasaki
- Division of Nephrology, Toho University Ohashi Medical Center, Tokyo, Japan
| | - Shun Kubo
- Division of Nephrology, Toho University Ohashi Medical Center, Tokyo, Japan
| | - Takasuke Asakawa
- Division of Nephrology, Toho University Ohashi Medical Center, Tokyo, Japan
| | - Yasunori Takahashi
- Division of Nephrology, Toho University Ohashi Medical Center, Tokyo, Japan
| | | | | | - Nobuhiko Joki
- Division of Nephrology, Toho University Ohashi Medical Center, Tokyo, Japan
| | - Hiroki Hase
- Division of Nephrology, Toho University Ohashi Medical Center, Tokyo, Japan
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ST-T wave abnormality in lead aVR and reclassification of cardiovascular risk (from the National Health and Nutrition Examination Survey-III). Am J Cardiol 2013; 112:805-10. [PMID: 23764245 DOI: 10.1016/j.amjcard.2013.04.058] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2013] [Revised: 04/23/2013] [Accepted: 04/23/2013] [Indexed: 12/12/2022]
Abstract
Electrocardiographic lead aVR is often ignored in clinical practice. The aim of this study was to investigate whether ST-T wave amplitude in lead aVR predicts cardiovascular (CV) mortality and if this variable adds value to a traditional risk prediction model. A total of 7,928 participants enrolled in the National Health and Nutrition Examination Survey (NHANES) III with electrocardiographic data available were included. Each participant had 13.5 ± 3.8 years of follow-up. The study sample was stratified according to ST-segment amplitude and T-wave amplitude in lead aVR. ST-segment elevation (>8 μV) in lead aVR was predictive of CV mortality in the multivariate analysis when not accounting for T-wave amplitude. The finding lost significance after including T-wave amplitude in the model. A positive T wave in lead aVR (>0 mV) was the strongest multivariate predictor of CV mortality (hazard ratio 3.37, p <0.01). The addition of T-wave amplitude in lead aVR to the Framingham risk score led to a net reclassification improvement of 2.7% of subjects with CV events and 2.3% of subjects with no events (p <0.01). Furthermore, in the intermediate-risk category, 20.0% of the subjects in the CV event group and 9.1% of subjects in the no-event group were appropriately reclassified. The absolute integrated discrimination improvement was 0.012 (p <0.01), and the relative integrated discrimination improvement was 11%. In conclusion, T-wave amplitude in lead aVR independently predicts CV mortality in a cross-sectional United States population. Adding T-wave abnormalities in lead aVR to the Framingham risk score improves model discrimination and calibration with better reclassification of intermediate-risk subjects.
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Tan NS, Goodman SG, Yan RT, Elbarouni B, Budaj A, Fox KA, Gore JM, Brieger D, López-Sendón J, Langer A, van de Werf F, Steg PG, Yan AT. Comparative prognostic value of T-wave inversion and ST-segment depression on the admission electrocardiogram in non-ST-segment elevation acute coronary syndromes. Am Heart J 2013; 166:290-7. [PMID: 23895812 DOI: 10.1016/j.ahj.2013.04.010] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2013] [Accepted: 04/17/2013] [Indexed: 12/22/2022]
Abstract
BACKGROUND ST-segment depression (STD) is predictive of adverse outcomes in non-ST-segment elevation acute coronary syndromes (NSTE-ACS), but there are conflicting data on the incremental prognostic value of T-wave inversions (TWIs) on the admission electrocardiogram. METHODS Admission electrocardiograms of 7,343 patients with NSTE-ACS from the Global Registry of Acute Coronary Events (GRACE) and ACS I registry were independently analyzed at a core laboratory and stratified by TWI and STD status. We performed multivariable analyses to determine the independent prognostic significance of TWI and tested for interaction between TWI and STD for adverse outcomes. RESULTS Patients with TWI and/or STD had a higher prevalence of cardiovascular risk factors, higher Killip class, and higher GRACE risk scores. Among the 2,708 patients with available angiographic data, rates of 3-vessel or left main disease were similar between patients with TWI and those without TWI/STD. After adjusting for other established prognosticators, TWI did not independently predict in-hospital (adjusted odds ratio 1.03, 95% CI 0.75-1.42, P = .85) or 6-month mortality (adjusted odds ratio 1.02, 95% CI 0.80-1.30, P = .88); STD remained a strong independent predictor. There was no interaction between TWI and STD for these outcomes. No contiguous lead groups or cumulative number of leads with TWI provided independent prognostic information. CONCLUSIONS TWI is associated with other high-risk clinical features but is not an independent predictor of adverse short- and long-term mortality in NSTE-ACS. T-wave inversion does not provide additional prognostication beyond the GRACE risk model, and its concomitant presence does not alter the prognostic value of STD.
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Bakhoya VN, Kurl S, Laukkanen JA. T-wave inversion on electrocardiogram is related to the risk of acute coronary syndrome in the general population. Eur J Prev Cardiol 2012; 21:500-6. [PMID: 22952285 DOI: 10.1177/2047487312460022] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND T-wave inversion (TWI) is a frequently encountered electrocardiographic (ECG) finding during routine medical examination of asymptomatic individuals, and of patients with various clinical conditions. However, the role of isolated TWI in the prediction of acute coronary syndrome (ACS) in the community has not been extensively studied. We investigated the relationship between TWI in routine ECG and the risk for ACS in the general population. METHODS This study is based on a random sample of 1997 men aged 42-60 years in Eastern Finland. Electrocardiograms recorded at rest were classified using the Minnesota codes. The association between isolated TWI and ACS was determined using a multivariable adjusted Cox proportional hazard model. RESULTS Negative T-waves were present in 3.6% of the participants. During an average follow-up of 20 years, a total of 493 ACS events were registered. After adjusting for age, TWI was associated with a 3.10-fold (95% confidence interval (CI) 2.21-4.32) risk for ACS. After additional adjustment for previously known coronary risk factors, TWI remained statistically significant in predicting ACS (relative risk 2.23; 95% CI 1.57-3.15). Negative T-waves was one of the strongest risk markers for ACS compared with other ECG-based variables such as left ventricular hypertrophy, previous Q-wave and prolonged QRS duration. CONCLUSION TWI has a strong and independent predictive value for ACS in the general population.
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Affiliation(s)
- Victor N Bakhoya
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio Campus, Finland
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Damman P, Holmvang L, Tijssen JG, Lagerqvist B, Clayton TC, Pocock SJ, Windhausen F, Hirsch A, Fox KA, Wallentin L, de Winter RJ. Usefulness of the admission electrocardiogram to predict long-term outcomes after non-ST-elevation acute coronary syndrome (from the FRISC II, ICTUS, and RITA-3 [FIR] Trials). Am J Cardiol 2012; 109:6-12. [PMID: 21944677 DOI: 10.1016/j.amjcard.2011.08.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2011] [Revised: 08/08/2011] [Accepted: 08/08/2011] [Indexed: 10/17/2022]
Abstract
The aim of this study was to evaluate the independent prognostic value of qualitative and quantitative admission electrocardiographic (ECG) analysis regarding long-term outcomes after non-ST-segment elevation acute coronary syndromes (NSTE-ACS). From the Fragmin and Fast Revascularization During Instability in Coronary Artery Disease (FRISC II), Invasive Versus Conservative Treatment in Unstable Coronary Syndromes (ICTUS), and Randomized Intervention Trial of Unstable Angina 3 (RITA-3) patient-pooled database, 5,420 patients with NSTE-ACS with qualitative ECG data, of whom 2,901 had quantitative data, were included in this analysis. The main outcome was 5-year cardiovascular death or myocardial infarction. Hazard ratios (HRs) were calculated with Cox regression models, and adjustments were made for established outcome predictors. The additional discriminative value was assessed with the category-less net reclassification improvement and integrated discrimination improvement indexes. In the 5,420 patients, the presence of ST-segment depression (≥1 mm; adjusted HR 1.43, 95% confidence interval [CI] 1.25 to 1.63) and left bundle branch block (adjusted HR 1.64, 95% CI 1.18 to 2.28) were independently associated with long-term cardiovascular death or myocardial infarction. Risk increases were short and long term. On quantitative ECG analysis, cumulative ST-segment depression (≥5 mm; adjusted HR 1.34, 95% CI 1.05 to 1.70), the presence of left bundle branch block (adjusted HR 2.15, 95% CI 1.36 to 3.40) or ≥6 leads with inverse T waves (adjusted HR 1.22, 95% CI 0.97 to 1.55) was independently associated with long-term outcomes. No interaction was observed with treatment strategy. No improvements in net reclassification improvement and integrated discrimination improvement were observed after the addition of quantitative characteristics to a model including qualitative characteristics. In conclusion, in the FRISC II, ICTUS, and RITA-3 NSTE-ACS patient-pooled data set, admission ECG characteristics provided long-term prognostic value for cardiovascular death or myocardial infarction. Quantitative ECG characteristics provided no incremental discrimination compared to qualitative data.
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Torigoe K, Tamura A, Kawano Y, Shinozaki K, Kotoku M, Kadota J. Upright T waves in lead aVR are associated with cardiac death or hospitalization for heart failure in patients with a prior myocardial infarction. Heart Vessels 2011; 27:548-52. [PMID: 21969217 DOI: 10.1007/s00380-011-0193-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2011] [Accepted: 09/09/2011] [Indexed: 12/14/2022]
Abstract
The aim of the present study was to clarify the prognostic significance of upright T waves (amplitude > 0 mV) in lead aVR in patients with a prior myocardial infarction (MI). We retrospectively examined 167 patients with a prior MI. The primary end point was cardiac death or hospitalization for heart failure. During a follow-up period of 6.5 ± 2.8 years, 34 patients developed the primary end point. A Kaplan-Meier analysis showed a lower primary event-free rate in patients with upright T waves in lead aVR than in those with nonupright T waves in lead aVR (P = 0.001). Univariate Cox proportional hazards regression analyses showed that age, gender, chronic kidney disease, anterior wall MI, upright T waves in lead aVR, left ventricular ejection fraction, loop diuretic use, and spironolactone use were significantly associated with the primary end point. A multivariate Cox proportional hazards regression analysis selected age [hazard ratio (HR) 1.10, 95% confidence interval (CI) 1.05-1.16, P < 0.001], upright T waves in lead aVR (HR 3.10, 95% CI 1.23-7.82, P = 0.017), and loop diuretic use (HR 4.61, 95% CI 1.55-13.67, P = 0.006) as independent predictors of the primary end point. In conclusion, the presence of upright T waves in lead aVR is an independent predictor of cardiac death or hospitalization for heart failure in patients with a prior MI. The analysis of T-wave amplitude in lead aVR provides useful prognostic information in patients with a prior MI.
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Affiliation(s)
- Kumie Torigoe
- Internal Medicine 2, Faculty of Medicine, Oita University, Idaigaoka 1-1, Hasama-machi, Yufu, 879-5593, Japan
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Shinozaki K, Tamura A, Kadota J. Associations of positive T wave in lead aVR with hemodynamic, coronary, and left ventricular angiographic findings in anterior wall old myocardial infarction. J Cardiol 2011; 57:160-4. [PMID: 21316193 DOI: 10.1016/j.jjcc.2010.12.002] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2010] [Revised: 11/08/2010] [Accepted: 12/04/2010] [Indexed: 12/23/2022]
Abstract
BACKGROUND No information is available on the clinical significance of a positive T wave in lead aVR in myocardial infarction (MI). Accordingly, in the present study, we sought to clarify the associations of the positive T wave in lead aVR with hemodynamic, coronary angiographic, and left ventriculographic findings in anterior wall old MI. METHODS We examined 122 patients with anterior wall old MI who underwent diagnostic or follow-up cardiac catheterization including coronary angiography and left ventriculography. The patients were classified into the following 2 groups: patients with a positive (≥ 1mm) T wave in lead aVR (n=20, group A) and those without (n=102, group B). RESULTS Group A had higher pulmonary arterial, pulmonary capillary wedge, and left ventricular (LV) end-diastolic pressures and a lower cardiac index than group B. The prevalence of a long left anterior descending coronary artery (LAD) was higher in group A than in group B (60% vs 30.4%, p=0.01), and none of group A patients had an LAD that did not reach the apex. Group A had a lower LV ejection fraction than group B (36.4 ± 11.6% vs 48.4 ± 12.7%, p<0.001). CONCLUSIONS The positive T wave in lead aVR is related to severely reduced cardiac function, with an LAD wrapping the apex, in anterior wall old MI. Further studies are needed to clarify whether the positive T wave in lead aVR is associated with an adverse outcome in patients with anterior wall old MI.
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Cutri N, Zeitz C, Kucia AM, Beltrame JF. ST/T wave changes during acute coronary syndrome presentation in patients with the coronary slow flow phenomenon. Int J Cardiol 2010; 146:457-8. [PMID: 21126779 DOI: 10.1016/j.ijcard.2010.10.120] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2010] [Accepted: 10/23/2010] [Indexed: 10/18/2022]
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Kosuge M, Kimura K. Clinical Implications of Electrocardiograms for Patients With Non-ST-Segment Elevation Acute Coronary Syndromes in the Interventional Era. Circ J 2009; 73:798-805. [DOI: 10.1253/circj.cj-08-1147] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Masami Kosuge
- Division of Cardiology, Yokohama City University Medical Center
| | - Kazuo Kimura
- Division of Cardiology, Yokohama City University Medical Center
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Tan SY, Engel G, Myers J, Sandri M, Froelicher VF. The prognostic value of T wave amplitude in lead aVR in males. Ann Noninvasive Electrocardiol 2008; 13:113-9. [PMID: 18426436 DOI: 10.1111/j.1542-474x.2008.00210.x] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Since there is an uncertainty regarding which of the 12 leads provides the most information, we investigated the association between repolarization phenomenon in all of the 12 leads and cardiovascular (CV) mortality. METHODS Retrospective cohort study was performed at Palo Alto Veterans Affairs Medical Center, Palo Alto, California, which included 24,270 consecutive male veterans with ECGs obtained for clinical reasons from 1987 to 2000. Analysis of computerized 12-lead resting ECGs was performed of all subjects excluding inpatients, patients with atrial fibrillation, WPW, QRS duration > 120 ms, and paced rhythms. Average follow-up was 7.5 years during which time there were 1859 CV deaths. RESULTS While ST segment measurements in aVR were univariately predictive of CV death, T wave amplitude superseded them in multivariate survival analysis. In addition, T wave amplitude in aVR outperformed repolarization measurements in all other leads as well as other ECG criteria (Q waves, damage scores, LVH) for predicting CV mortality. As T wave amplitude became less negative in aVR, there was a progressive increase in relative risk (RR). When the T waves in aVR had a positive deflection (i.e., upward pointing) the RR for CV death was 5.0. CONCLUSIONS T wave amplitude in lead aVR is a powerful prognostic marker for estimating risk of CV death. Upward pointing T waves (a simple visual criterion) was prevalent (7.3% of a clinical population) and was associated with an annual CV mortality of 3.4% and a risk of five times.
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Lin KB, Shofer FS, McCusker C, Meshberg E, Hollander JE. Predictive value of T-wave abnormalities at the time of emergency department presentation in patients with potential acute coronary syndromes. Acad Emerg Med 2008; 15:537-43. [PMID: 18616439 DOI: 10.1111/j.1553-2712.2008.00135.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES T-wave abnormalities on electrocardiograms (ECGs) are common, but their ability to predict 30-day cardiovascular outcomes at the time of emergency department (ED) presentation is unknown. The authors determined the association between T-wave abnormalities on the presenting ECG and cardiovascular outcomes within 30 days of presentation in patients with potential acute coronary syndromes (ACSs). METHODS This was a secondary analysis of a prospective cohort study of ED patients that presented with a potential ACS. Patients were excluded if they had a prior myocardial infarction, ST-segment elevation or depressions, right or left bundle branch block, or Q-waves on the initial ECG. Data included demographics, medical and cardiac history, and ECG findings including the presence or absence of T-wave flattening, inversions of 1-5 mm, and inversions >5 mm. Investigators followed the hospital course for admitted patients, and 30-day follow-up was performed on all patients. The main outcome was a composite of death, acute myocardial infarction, revascularization, coronary stenosis greater than 50%, or a stress test with reversible ischemia. RESULTS Of 8,298 patient visits, 5,582 met criteria for inclusion: 4,166 (74.6%) had no T-wave abnormalities, 721 (12.9%) had T-wave flattening in two or more leads, 659 (11.8%) had T-wave inversions of 1-5 mm, and 36 (0.64%) had T-wave inversions >5 mm. The composite endpoint was more common in patients with T-wave flattening (8.2% vs. 5.7%; p = 0.0001; relative risk [RR] = 1.4; 95% confidence interval [CI] = 1.1 to 1.9), T-wave inversions 1-5 mm (13.2% vs. 5.7%; p = 0.0001; RR = 2.4; 95% CI = 1.8 to 3.1), and T-wave inversions >5 mm (19.4% vs. 5.7%; p = 0.0001; RR = 3.4; 95% CI = 1.7 to 6.1), or any T-wave abnormality (10.8% vs. 5.7%; p = 0.0001; RR = 1.9; 95% CI = 1.6 to 2.3), even after adjustment for initial troponin. This association also existed in the subset of patients without known coronary artery disease. CONCLUSIONS In patients with potential ACS presenting to the ED, T-wave abnormalities are associated with higher rates of 30-day cardiovascular events.
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Affiliation(s)
- Kathy B Lin
- Department of Emergency Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA 19104-4283, USA
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Atar S, Fu Y, Wagner GS, Rosanio S, Barbagelata A, Birnbaum Y. Usefulness of ST depression with T-wave inversion in leads V(4) to V(6) for predicting one-year mortality in non-ST-elevation acute coronary syndrome (from the Electrocardiographic Analysis of the Global Use of Strategies to Open Occluded Coronary Arteries IIB Trial). Am J Cardiol 2007; 99:934-8. [PMID: 17398187 DOI: 10.1016/j.amjcard.2006.11.039] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2006] [Revised: 11/08/2006] [Accepted: 11/08/2006] [Indexed: 12/22/2022]
Abstract
ST-segment depression (ST-D) on the admission electrocardiogram of patients with non-ST-elevation acute coronary syndromes (NSTEACSs) is associated with higher mortality. However, few studies have evaluated the effect of location of ST-D and T-wave polarity on long-term prognosis of patients with NSTEACS. Electrocardiographic (ECG) and clinical data from 6,770 patients with NSTEACS randomly assigned in the Global Use of Strategies to Open Occluded Coronary Arteries (GUSTO) IIB trial were analyzed retrospectively. One-year mortality was correlated with location of ST-D (leads I and aVL; II, III, and aVF; V1 to V3; or V4 to V6) and T-wave polarity. ST-D in any of the ECG locations was associated with higher mortality compared with patients without ST-D. Patients with ST-D and T-wave inversion in leads V4 to V6 had the highest 1-year mortality rate of all groups (16.2%), significantly higher compared with patients with ST-D without T-wave inversion in those leads (9.0%, p=0.001). Logistic regression analysis showed that age, hyperlipidemia, Killip class>I, history of myocardial infarction, history of heart failure, history of angina pectoris, systolic blood pressure, heart rate, sum of ST-D (odds ratio 1.061, 95% confidence interval 1.035 to 1.087, p<0.001), and ST-D with T-wave inversion in leads V4 to V6 (odds ratio 1.374, 95% CI 1.023 to 1.844, p=0.035) were independent predictors of 1-year mortality. Conversely, ST-D without T-wave inversion in leads V4 to V6 or other ECG presentations were not independent predictors of high 1-year mortality. In conclusion, ST-D with T-wave inversion in leads V4 to V6 on the admission electrocardiogram in patients with NSTEACS identifies those with higher 1-year mortality than for patients with any other ECG presentation.
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Affiliation(s)
- Shaul Atar
- Division of Cardiology, University of Texas Medical Branch, Galveston, Texas, USA
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Nielsen KM, Faergeman O, Larsen ML, Foldspang A. How can we identify low- and high-risk patients among unselected patients with possible acute coronary syndrome? Am J Emerg Med 2007; 25:23-31. [PMID: 17157678 DOI: 10.1016/j.ajem.2006.06.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2006] [Revised: 06/19/2006] [Accepted: 06/21/2006] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVE Prognosis among patients admitted with possible acute coronary syndrome (ACS) may differ from that of patients with definite ACS. The aim of this study was to identify risk factors for mortality among unselected patients and to use the statistical model to identify patients at low or high mortality risk. METHODS From April 1, 2000, to March 31, 2002, we identified all consecutive patients aged 30 to 69 years admitted to the 2 coronary care units covering the municipality of Aarhus, Denmark (population, 138,290). ACS was considered a possible diagnosis if the physician at admission (1) had noted the presence or absence of chest pain, (2) performed a 12-lead electrocardiogram, and (3) measured markers of myocardial necrosis. In 1576 consecutive patients these criteria were fulfilled. RESULTS By logistic regression, predictors of mortality were age 60 and older, ST elevation, right bundle-branch block, arrhythmia, elevated markers of myocardial necrosis, and the diagnosis of ACS. The predictive validity of the model, as indicated by receiver operating characteristic curve area, was 85.7%, 87.8%, and 80.1% for 7-, 30-, and 365-day mortality, respectively. CONCLUSIONS Mortality may be predicted with high precision based on a statistical model. Identification of survivors by the use of a statistical model was superior as compared to simply ruling out the clinical diagnosis of ACS.
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Affiliation(s)
- Kirsten Melgaard Nielsen
- Department of Internal Medicine and Cardiology, Aarhus Sygehus University Hospital, Tage Hansens Gade 2, 8000 Aarhus C, Denmark.
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Sejersten M, Pahlm O, Pettersson J, Zhou S, Maynard C, Feldman CL, Wagner GS. Comparison of EASI-derived 12-lead electrocardiograms versus paramedic-acquired 12-lead electrocardiograms using Mason-Likar limb lead configuration in patients with chest pain. J Electrocardiol 2006; 39:13-21. [PMID: 16387044 DOI: 10.1016/j.jelectrocard.2005.05.011] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2004] [Revised: 04/27/2005] [Accepted: 05/27/2005] [Indexed: 11/23/2022]
Abstract
INTRODUCTION Monitoring or serial 12-lead electrocardiogram (ECG) recordings are the accepted requirement for prehospital data acquisition in patients with chest pain. The purpose of this study was to determine whether waveforms and clinical triage decision are similar in EASI-derived ECGs and paramedic-acquired 12-lead ECGs using Mason-Likar limb lead configuration when compared with standard 12-lead ECGs (stdECG). METHOD Twenty patients with chest pain had a prehospital 12-lead ECG recorded in the ambulance, and paramedic-applied electrodes retained in place at hospital arrival. An ECG technician applied standard precordial and EASI electrodes in their correct positions. Twelve-lead ECGs were obtained from the paramedic-applied electrodes, using their Mason-Likar limb lead configuration, and derived from the EASI leads for comparison with the stdECG. Three computer-measured QRS-T waveform parameters were considered, and differences in waveform measurement between EASI and stdECG (EASIDeltastdECG) versus differences in waveform measurements between paramedic Mason-Likar and stdECG (PMLDeltastdECG) were calculated. Two physicians determined whether the EASI-derived or the paramedic Mason-Likar ECG contained information that would change their clinical triage decision from that indicated by the stdECG. RESULTS EASIDeltastdECG and PMLDeltastdECG were identical in 28%, whereas EASIDeltastdECG was more than PMLDeltastdECG in 35%, and PMLDeltastdECG was accurate (both time) than EASIDeltastdECG in 37% (P = .62). The physicians were more likely to change the level of patient care based on the EASI-derived ECGs compared with the paramedic ECGs; however, this difference was not statistically significant (P = .27), but this may only be caused by the small study population. CONCLUSIONS There are similar differences from stdECG waveforms in EASI-derived ECGs and those acquired via paramedic-applied precordial electrodes using Mason-Likar limb lead configuration. Either method can be used as a substitute for monitoring, but neither should be considered equivalent to the stdECG for diagnostic purposes.
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Affiliation(s)
- Maria Sejersten
- Department of Cardiology, Duke Clinical Research Institute, Durham, NC 27705, USA
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Johanson P, Armstrong PW, Barbagelata NA, Chaitman BR, Clemmensen P, Dellborg M, French J, Goodman SG, Green CL, Krucoff MW, Langer A, Pahlm O, Reilly P, Wagner GS. An Academic ECG Core Lab Perspective of the FDA Initiative for Digital ECG Capture and Data Management in Large-Scale Clinical Trials. ACTA ACUST UNITED AC 2005. [DOI: 10.1177/009286150503900402] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Beckerman J, Yamazaki T, Myers J, Boyle C, Chun S, Wang P, Froelicher V. T-wave abnormalities are a better predictor of cardiovascular mortality than ST depression on the resting electrocardiogram. Ann Noninvasive Electrocardiol 2005; 10:146-51. [PMID: 15842426 PMCID: PMC6932391 DOI: 10.1111/j.1542-474x.2005.05607.x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND ST depression and T-wave amplitude abnormalities are known to be independent predictors of cardiovascular (CV) death, but a direct comparison between them has not been described. METHODS Analyses were performed on the first electrocardiogram (ECG) digitally recorded on 46,950 consecutive patients at the Palo Alto Veterans Affairs Medical Center since 1987. Females and patients with electrocardiograms exhibiting bundle branch block, left ventricular hypertrophy, electronic pacing, diagnostic Q waves, or Wolff-Parkinson-White syndrome were excluded, leaving 31,074 male patients for analysis (mean age 55 +/- 14). There were 1878 (6.0%) cardiovascular deaths (mean follow-up of 6 +/- 4 years). Electrocardiograms were classified using Minnesota code according to the degree of ST depression and T-wave abnormality, and the nine possible combinations of ST segment and T-wave abnormalities were recoded for analysis. RESULTS The combination of major abnormalities in ST segments and T-waves carried the greatest hazard [3.2 (CI 2.7-3.8)]. Minor ST depression combined with more severe T-wave abnormalities carried a hazard of 3.1 (CI 2.5-3.7), whereas minor T-wave abnormalities combined with more severe ST depression carried a hazard of only 1.9 (CI 1.6-2.3). CONCLUSION While both ST segment depression and abnormal T-wave amplitude are clinically important, T-wave abnormalities appear to be greater predictors of cardiovascular mortality.
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Affiliation(s)
- James Beckerman
- Division of Cardiovascular Medicine, Stanford University Medical Center, Stanford, CA
- Division of Cardiovascular Medicine, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA
| | - Takuya Yamazaki
- Division of Cardiovascular Medicine, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA
| | - Jonathan Myers
- Division of Cardiovascular Medicine, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA
| | - Craig Boyle
- Division of Cardiovascular Medicine, Stanford University Medical Center, Stanford, CA
| | - Sung Chun
- Division of Cardiovascular Medicine, Stanford University Medical Center, Stanford, CA
- Division of Cardiovascular Medicine, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA
| | - Paul Wang
- Division of Cardiovascular Medicine, Stanford University Medical Center, Stanford, CA
| | - Victor Froelicher
- Division of Cardiovascular Medicine, Stanford University Medical Center, Stanford, CA
- Division of Cardiovascular Medicine, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA
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Jacobsen MD, Wagner GS, Holmvang L, Kontny F, Wallentin L, Husted S, Swahn E, Ståhle E, Steffensen R, Clemmensen P. Quantitative T-wave analysis predicts 1 year prognosis and benefit from early invasive treatment in the FRISC II study population. Eur Heart J 2004; 26:112-8. [PMID: 15618066 DOI: 10.1093/eurheartj/ehi026] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
AIMS To investigate the prognostic value of T-wave abnormalities in patients with non-ST-segment elevation acute coronary syndromes (NSTE-ACS), and whether such ECG changes may predict benefit from an early coronary angiography. Although ST-segment changes are considered the most important ECG feature in NSTE-ACS, T-wave abnormalities are the most common ECG finding. We hypothesize that a new quantitative approach to T-wave analysis could improve the prognostic value of this ECG abnormality. METHODS AND RESULTS Quantitative T-wave analysis was performed on the admission ECG in 1609 patients with NSTE-ACS. Nine different categories of T-wave abnormality were analysed for their prognostic value concerning clinical outcome in patients not randomized to early coronary angiography. Also, the presence of one category (i.e. T-wave abnormality in > or =6 leads) was analysed for its predictive value concerning benefit from early coronary angiography. The combined study endpoint was death or myocardial infarction at 1 year follow-up. Patients with > or =6 leads with abnormal T-waves and concomitant ST-segment depression had a higher risk when not receiving early coronary angiography (24 vs. 12%, respectively; P=0.003), but could be brought to the same level of risk as the remaining patients with this treatment. For non-invasively treated patients five different categories of T-wave abnormality were significantly associated with an adverse outcome. CONCLUSION New quantitative T-wave analysis of the admission ECG gives additional predictive information concerning clinical outcome and identifies patients who benefit from early coronary angiography.
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Affiliation(s)
- Michael D Jacobsen
- The Heart Center, Department of Medicine B, H:S Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, DK-2100, Copenhagen, Denmark.
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Engel G, Beckerman JG, Froelicher VF, Yamazaki T, Chen HA, Richardson K, McAuley RJ, Ashley EA, Chun S, Wang PJ. Electrocardiographic arrhythmia risk testing. Curr Probl Cardiol 2004; 29:365-432. [PMID: 15192691 DOI: 10.1016/j.cpcardiol.2004.02.007] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Among the most compelling challenges facing cardiologists today is identification of which patients are at highest risk for sudden death. Automatic implantable cardioverter-defibrillators are now indicated in many of these patients, yet the role of noninvasive risk stratification in classifying patients at high risk is not well defined. The purpose of this review is to evaluate the various electrocardiographic (ECG) techniques that appear to have potential in assessment of risk for arrhythmia. The resting ECG (premature ventricular contractions, QRS duration, damage scores, QT dispersion, and ST segment and T wave abnormalities), T wave alternans, late potentials identified on signal-averaged ECGs, and heart rate variability are explored. Unequivocal evidence to support the widespread use of any single noninvasive technique is lacking; further research in this area is needed. It is likely that a combination of risk evaluation techniques will have the greatest predictive power in enabling identification of patients most likely to benefit from device therapy.
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Mueller C, Neumann FJ, Perach W, Perruchoud AP, Buettner HJ. Prognostic value of the admission electrocardiogram in patients with unstable angina/non-ST-segment elevation myocardial infarction treated with very early revascularization. Am J Med 2004; 117:145-50. [PMID: 15276591 DOI: 10.1016/j.amjmed.2004.02.034] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2003] [Accepted: 02/03/2004] [Indexed: 10/26/2022]
Abstract
PURPOSE The goals of this study were to determine if very early revascularization might ameliorate the adverse prognosis associated with ST-segment depression in patients with unstable angina/non-ST-segment elevation myocardial infarction. METHODS In this prospective cohort study, 1450 consecutive patients with unstable angina/non-ST-segment elevation myocardial infarction were stratified by the presence of ST-segment depression, T-wave inversion, or no changes on the admission electrocardiogram (ECG). All patients underwent coronary angiography and, if appropriate, revascularization within 24 hours after admission. The primary endpoint was all-cause mortality. RESULTS During up to 59 months of follow-up, the in-hospital mortality rate was 2.1% (19/895) in patients with no ECG changes, 4% (6/136) in those with ST-segment depression, and 0.2% (1/419) in those with T-wave inversion. The cumulative death rate at 36 months was 8.0% (n = 49) in patients with no ECG changes, 19.9% (n = 18) in patients with ST-segment depression, and 5.1% (n = 13) in patients with T-wave inversion (P = 0.0001 by log-rank). After adjustment for potential cofounders, ST-segment depression (hazard ratio [HR] = 2.2; 95% confidence interval [CI]: 1.1 to 4.6) and T-wave inversion (HR = 0.44; 95% CI: 0.20 to 0.96) were associated with long-term mortality. CONCLUSION ST-segment depression and T-wave inversion on the admission ECG were important predictors of outcome in patients with unstable angina/non-ST-segment elevation myocardial infarction undergoing very early revascularization. In contrast to the considerable mortality seen in patients with ST-segment depression, T-wave inversion was associated with a more favorable outcome.
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